Publications

This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author’s copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.

Visual Perception in the Human Brain: How the Brain Perceives and Understands Real-World Scenes

Oxford Research Encyclopedia of Neuroscience 2023
Clemens Bartnik, Iris Groen
PDF
Visual Perception in the Human Brain: How the Brain Perceives and Understands Real-World Scenes

Infinite Class Mixup

BMVC 2023
Thomas Mensink, Pascal Mettes
PDF
Infinite Class Mixup

Rotating Features for Object Discovery

NeurIPS 2023
Sindy Löwe, Phillip Lippe, Francesco Locatello, Max Welling
PDF Code
Rotating Features for Object Discovery

ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion

NeurIPS 2023
Yingjun Du, Zehao Xiao, Shengcai Liao, Cees Snoek
PDF Code
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion

PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers

NeurIPS 2023
Phillip Lippe, Bastiaan S. Veeling, Paris Perdikaris, Richard E. Turner, Johannes Brandstetter
PDF Code Dataset Poster Slides
PDE-Refiner: Achieving Accurate Long Rollouts with Neural PDE Solvers

Modulated Neural ODEs

NeurIPS 2023
Ilze Amanda Auzina, Cagatay Yildiz, Sara Magliacane, Matthias Bethge, Efstratios Gavves
PDF Code Slides
Modulated Neural ODEs

Learning Unseen Modality Interaction

NeurIPS 2023
Yunhua Zhang, Hazel Doughty, Cees Snoek
PDF Code
Learning Unseen Modality Interaction

Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery

NeurIPS 2023
Sarah Rastegar, Hazel Doughty, Cees G M Snoek
PDF Code
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery

Latent Field Discovery in Interacting Dynamical Systems with Neural Fields

NeurIPS 2023
Miltiadis Kofinas, Erik J Bekkers, Naveen Shankar Nagaraja, Efstratios Gavves
PDF Code
Latent Field Discovery in Interacting Dynamical Systems with Neural Fields

HypLL: The Hyperbolic Learning Library

ACM MM 2023
Max van Spengler, Philipp Wirth, Pascal Mettes
PDF
HypLL: The Hyperbolic Learning Library

Query by Activity Video in the Wild

ICIP 2023
Tao Hu, William Thong, Pascal Mettes, Cees GM Snoek
PDF
Query by Activity Video in the Wild

Towards Open-Vocabulary Video Instance Segmentation

ICCV 2023
Haochen Wang, Cilin Yan, Shuai Wang, Xiaolong Jiang, Xu Tang, Yao Hu, Weidi Xie, Efstratios Gavves
PDF Code Dataset
Towards Open-Vocabulary Video Instance Segmentation

Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations

ICCV 2023
Mohammadreza Salehi, Efstratios Gavves, Cees G. M. Snoek, Yuki M. Asano
PDF Code
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations

Self-Ordering Point Clouds

ICCV 2023
Pengwan Yang, Cees G. M. Snoek, Yuki M. Asano
PDF Code
Self-Ordering Point Clouds

Poincaré ResNet

ICCV 2023
Max van Spengler, Erwin Berkhout, Pascal Mettes
PDF Code
Poincaré ResNet

Order-preserving Consistency Regularization for Domain Adaptation and Generalization

ICCV 2023
Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees Snoek
PDF
Order-preserving Consistency Regularization for Domain Adaptation and Generalization

Detecting Objects with Context-Likelihood Graphs and Graph Refinement

ICCV 2023
Aritra Bhowmik, Yu Wang, Nora Baka, Martin R. Oswald, Cees G. M. Snoek
PDF
Detecting Objects with Context-Likelihood Graphs and Graph Refinement

Bayesian Prompt Learning for Image-Language Model Generalization

ICCV 2023
Mohammad Mahdi Derakhshani, Enrique Sanchez, Adrian Bulat, Victor Guilherme Turrisi da Costa, Cees G. M. Snoek, Georgios Tzimiropoulos, Brais Martinez
PDF Code
Bayesian Prompt Learning for Image-Language Model Generalization

Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization

ICCV 2023
Fida Mohammad Thoker, Hazel Doughty, Cees Snoek
PDF Code
Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization

Precise Spatial Tuning of Visually Driven Alpha Oscillations in Human Visual Cortex

ELife 2023
Kenichi Yuasa, Iris Groen, Giovanni Piantoni, Stephanie Montenegro, Adeen Flinker, Sasha Devore, Orrin Devinsky, Werner Doyle, Patricia Dugan, Daniel Friedman, Nick Ramsey, Natalia Petridou, Jonathan Winawer
PDF
Precise Spatial Tuning of Visually Driven Alpha Oscillations in Human Visual Cortex

Universal Prototype Transport for Zero-Shot Action Recognition and Localization

IJCV 2023
Pascal Mettes
PDF
Universal Prototype Transport for Zero-Shot Action Recognition and Localization

Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation

ICMR 2023
Shuo Chen, Yingjun Du, Pascal Mettes, Cees G. M. Snoek
PDF Code
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation

EMO: Episodic Memory Optimization for Few-Shot Meta-Learning

CoLLAs 2023
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G.M. Snoek
PDF
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning

Unlocking Slot Attention by Changing Optimal Transport Costs

ICML 2023
Yan Zhang*, David W. Zhang*, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
PDF Code
Unlocking Slot Attention by Changing Optimal Transport Costs

MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks

ICML 2023
Wenfang Sun, Yingjun Du, Xiantong Zhen, Fan Wang, Ling Wang, Cees G.M. Snoek
PDF Code
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks

Graph Switching Dynamical Systems

ICML 2023
Yongtuo Liu, Sara Magliacane, Miltiadis Kofinas, Efstratios Gavves
PDF Code
Graph Switching Dynamical Systems

No time to waste: practical statistical contact tracing with few low-bit messages

AAAI 2023
Rob Romijnders, Yuki M Asano, Christos Louizos, Max Welling
PDF Code
No time to waste: practical statistical contact tracing with few low-bit messages

Test of Time: Instilling Video-Language Models with a Sense of Time

CVPR 2023
Piyush Bagad, Makarand Tapaswi, Cees G.M. Snoek
PDF Code
Test of Time: Instilling Video-Language Models with a Sense of Time

SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail

CVPR 2023
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees Snoek
PDF
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail

Self-Guided Diffusion Models

CVPR 2023
Vincent Tao Hu*, David W Zhang*,, Yuki M. Asano, Gertjan J. Burghouts, Cees G. M. Snoek,
PDF Code
Self-Guided Diffusion Models

BISCUIT: Causal Representation Learning from Binary Interactions

UAI 2023
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
PDF Code Slides
BISCUIT: Causal Representation Learning from Binary Interactions

The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from Single Image

ICLR 2023
Yuki M. Asano, Aaqib Saeed
PDF Code
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from Single Image

Scalable Subset Sampling with Neural Conditional Poisson Networks

ICLR 2023
Adeel Pervez, Phillip Lippe, Efstratios Gavves
PDF
Scalable Subset Sampling with Neural Conditional Poisson Networks

Robust Scheduling with GFlowNets

ICLR 2023
David W. Zhang, Corrado Rainone, Markus Peschl, Roberto Bondesan
PDF
Robust Scheduling with GFlowNets

Modelling Long Range Dependencies in N-D: From Task-Specific to a General Purpose CNN

ICLR 2023
David M Knigge, David W Romero, Albert Gu, Efstratios Gavves, Erik J Bekkers, Jakub Mikolaj Tomczak, Mark Hoogendoorn, Jan-jakob Sonke,
PDF
Modelling Long Range Dependencies in N-D: From Task-Specific to a General Purpose CNN

Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection

ICLR 2023
Hossein Mirzaei, Mohammadreza Salehi, Sajjad Shahabi, Efstratios Gavves, Cees G. M. Snoek, Mohammad Sabokrou, Mohammad Hossein Rohban
PDF
Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection

Energy-Based Test Sample Adaptation for Domain Generalization

ICLR 2023
Zehao Xiao, Xiantong Zhen, Shengcai Liao, Cees G. M. Snoek
PDF
Energy-Based Test Sample Adaptation for Domain Generalization

Differentiable Mathematical Programming for Object-Centric Representation Learning

ICLR 2023
Adeel Pervez, Phillip Lippe, Efstratios Gavves
PDF
Differentiable Mathematical Programming for Object-Centric Representation Learning

Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems

ICLR 2023
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M Asano, Taco Cohen, Efstratios Gavves
PDF Code Poster
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems

A generalized midpoint-based boundary value method for unstable partial differential equations

Journal of Computational and Applied Mathematics 2023
P A Zegeling, M W F van Spengler
PDF
A generalized midpoint-based boundary value method for unstable partial differential equations

WeakSTIL: weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need

SPIE Medical Imaging 2022
Yoni Schirris, Mendel Engelaer, Andreas Panteli, Hugo Mark Horlings, Efstratios Gavves, Jonas Teuwen
PDF
WeakSTIL: weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need

In silico evaluation of limited sampling strategies for individualized dosing of extended half-life factor IX concentrates in hemophilia B patients

European Journal of Clinical Pharmacology 2022
T Preijers, MWF van Spengler, K Meijer, K Fijnvandraat, K Fischer, FWG Leebeek, MH Cnossen, RAA Mathôt
PDF
In silico evaluation of limited sampling strategies for individualized dosing of extended half-life factor IX concentrates in hemophilia B patients

HRD-related morphology discovery in breast cancer by controlling for confounding factors

Cell Reports Medicine 2022
Yoni Schirris, Hugo Mark Horlings
PDF
HRD-related morphology discovery in breast cancer by controlling for confounding factors

Dynamic Transformer for Few-shot Instance Segmentation

ACMMM 2022
Haochen Wang, Jie Liu, Yongtuo Liu, Subhransu Maji, Jan-Jakob Sonke, Efstratios Gavves
PDF
Dynamic Transformer for Few-shot Instance Segmentation

DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer

Medical Image Analysis 2022
Yoni Schirris, Efstratios Gavves, Iris Nederlof, Hugo Mark Horling, Jonas Teuwen
PDF
DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer

Complex-Valued Autoencoders for Object Discovery

TMLR 2022
Sindy Löwe, Phillip Lippe, Maja Rudolph, Max Welling
PDF Code
Complex-Valued Autoencoders for Object Discovery

A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges

Transactions on Machine Learning Research (TMLR) 2022
Mohammadreza Salehi, Hossein Mirzaei, Dan Hendrycks, Yixuan Li, Mohammad Hossein Rohban, Mohammad Sabokrou
PDF
A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges

Temporal dynamics of neural responses in human visual cortex

The Journal of Neuroscience 2022
Groen IIA, Piantoni G, Montenegro S, Flinker A, Devore S, Devinsky O, Doyle W, Dugan P, Friedman D, Ramsey N, Petridou N, Winawer JA
PDF Code Dataset
Temporal dynamics of neural responses in human visual cortex

Teaching a New Dog Old Tricks: Contrastive Random Walks in Videos with Unsupervised Priors

ICMR 2022
Pascal Mettes
PDF
Teaching a New Dog Old Tricks: Contrastive Random Walks in Videos with Unsupervised Priors

Pruning Edges and Gradients to Learn Hypergraphs from Larger Sets

LOG 2022
David W Zhang, Gertjan J Burghouts, Cees G M Snoek
PDF Code
Pruning Edges and Gradients to Learn Hypergraphs from Larger Sets

Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs

BMVC 2022
Osman Ülger, Julian Wiederer, Mohsen Ghafoorian, Vasileios Belagiannis, Pascal Mettes
PDF
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs

LifeLonger: A Benchmark for Continual Disease Classification

MICCAI 2022
Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Tom van Sonsbeek, Xiantong Zhen, Dwarikanath Mahapatra, Marcel Worring, Cees G M Snoek
PDF Code
LifeLonger: A Benchmark for Continual Disease Classification

Intracranial recordings show evidence of numerosity tuning in human parietal cortex

PLOS ONE 2022
Jelle A. van Dijk, Maartje C. de Jong, Gio Piantoni, Alessio Fracasso, Mariska J. Vansteensel, Iris. I. A. Groen, Natalia Petridou, Serge O. Dumoulin,
PDF Code
Intracranial recordings show evidence of numerosity tuning in human parietal cortex

Hyperbolic Graph Codebooks

International Conference on Machine Learning, Optimization, and Data Science 2022
Pascal Mettes
PDF
Hyperbolic Graph Codebooks

Diversely-Supervised Visual Product Search

ACM Transactions on Multimedia Computing, Communications, and Application 2022
William Thong, Cees G M Snoek
PDF Code
Diversely-Supervised Visual Product Search

Are 3D convolutional networks inherently biased towards appearance?

CVIU 2022
Petr Byvshev, Pascal Mettes, Yu Xiao
PDF
Are 3D convolutional networks inherently biased towards appearance?

Weakly supervised causal representation learning

NeurIPS 2022
Johann Brehmer, Pim De Haan, Phillip Lippe, Taco Cohen
PDF
Weakly supervised causal representation learning

Variational Model Perturbation for Source-Free Domain Adaptation

NeurIPS 2022
Mengmeng Jing, Xiantong Zhen, Jingjing Li, Cees G. M. Snoek
PDF Code
Variational Model Perturbation for Source-Free Domain Adaptation

Maximum Class Separation as Inductive Bias in One Matrix

NeurIPS 2022
Tejaswi Kasarla, Gertjan Burghouts, Max van Spengler, Elise van der Pol, Rita Cucchiara, Pascal Mettes
PDF Code
Maximum Class Separation as Inductive Bias in One Matrix

LieGG: Studying Learned Lie Group Generators

NeurIPS 2022
Artem Moskalev, Anna Sepliarskaia, Ivan Sosnovik, Arnold Smeulders
PDF Slides
LieGG: Studying Learned Lie Group Generators

Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel

NeurIPS 2022
ChangYong Oh, Roberto Bondesan, Efstratios Gavves, Max Welling
PDF
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel

Association Graph Learning for Multi-Task Classification with Category Shifts

NeurIPS 2022
Jiayi Shen, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek, Marcel Worring
PDF Code
Association Graph Learning for Multi-Task Classification with Category Shifts

VTC: Improving Video-Text Retrieval with User Comments

ECCV 2022
Laura Hanu, Yuki M. Asano, James Thewlis, Christian Rupprecht
PDF Code Dataset
VTC: Improving Video-Text Retrieval with User Comments

Less than Few: Self-Shot Video Instance Segmentation

ECCV 2022
Pengwan Yang, Yuki M. Asano, Pascal Mettes, Cees G. M. Snoek
PDF Code
Less than Few: Self-Shot Video Instance Segmentation

How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?

ECCV 2022
Fida Mohammad Thoker, Hazel Doughty, Piyush Bagad, Cees Snoek
PDF Code
How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?

Delta Distillation for Efficient Video Processing

ECCV 2022
Amirhossein Habibian, Haitam Ben Yahia, Davide Abati, Efstratios Gavves, Fatih Porikli
PDF
Delta Distillation for Efficient Video Processing

Contrasting quadratic assignments for set-based representation learning

ECCV 2022
Artem Moskalev, Ivan Sosnovik, Volker Fischer, Arnold Smeulders
PDF Code
Contrasting quadratic assignments for set-based representation learning

3D Equivariant Graph Implicit Functions

ECCV 2022
Yunlu Chen, Basura Fernando, Hakan Bilen, Matthias Niessner, Efstratios Gavves
PDF
3D Equivariant Graph Implicit Functions

Continual Learning of Dynamical Systems With Competitive Federated Reservoir Computing

CoLLAs 2022
Leonard Bereska, Efstratios Gavves
PDF Code Dataset
Continual Learning of Dynamical Systems With Competitive Federated Reservoir Computing

Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups

ICML 2022
David M. Knigge, David W. Romero, Erik J. Bekkers
PDF Code
Exploiting Redundancy: Separable Group Convolutional Networks on Lie Groups

CITRIS - Causal Identifiability from Temporal Intervened Sequences

ICML 2022
Phillip Lippe, Sara Magliacane, Sindy Löwe, Yuki M. Asano, Taco Cohen, Efstratios Gavves
PDF Code Poster
CITRIS - Causal Identifiability from Temporal Intervened Sequences

TubeR: Tubelet Transformer for Video Action Detection

CVPR 2022
Jiaojiao Zhao, Yanyi Zhang, Xinyu Li, Hao Chen, Shuai Bing, Mingze Xu, Chunhui Liu, Kaustav Kundu, Yuanjun Xiong, Davide Modolo, Ivan Marsic, Cees G.M. Snoek, Joseph Tighe
PDF
TubeR: Tubelet Transformer for Video Action Detection

Self-supervised object detection from audio-visual correspondence

CVPR 2022
Triantafyllos Afouras, Yuki M. Asano, Francois Fagan, Andrea Vedaldi, Florian Metze
PDF
Self-supervised object detection from audio-visual correspondence

Self-Supervised Learning of Object Parts for Semantic Segmentation

CVPR 2022
Adrian Ziegler, Yuki M. Asano
PDF Code
Self-Supervised Learning of Object Parts for Semantic Segmentation

NFormer: Robust Person Re-identification with Neighbor Transformer

CVPR 2022
Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves
PDF
NFormer: Robust Person Re-identification with Neighbor Transformer

Hyperbolic Image Segmentation

CVPR 2022
Mina Ghadimi Atigh, Julian Schoep, Erman Acar, Nanne van Noord, Pascal Mettes
PDF Code
Hyperbolic Image Segmentation

How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs

CVPR 2022
Hazel Doughty, Cees G. M. Snoek
PDF Dataset
How Do You Do It? Fine-Grained Action Understanding with Pseudo-Adverbs

Dynamic Prototype Convolution Network for Few-shot Semantic Segmentation

CVPR 2022
Jie Liu, Yanqi Bao, Guosen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves
PDF
Dynamic Prototype Convolution Network for Few-shot Semantic Segmentation

BoxeR: Box-Attention for 2D and 3D Transformers

CVPR 2022
Duy-Kien Nguyen, Jihong Ju, Olaf Booij, Martin R. Oswald, Cees Snoek
PDF
BoxeR: Box-Attention for 2D and 3D Transformers

Audio-Adaptive Activity Recognition Across Video Domains

CVPR 2022
Yunhua Zhang, Hazel Doughty, Ling Shao, Cees Snoek
PDF Code Dataset
Audio-Adaptive Activity Recognition Across Video Domains

Stability Regularization for Discrete Representation Learning

ICLR 2022
Adeel Pervez, Efstratios Gavves
PDF
Stability Regularization for Discrete Representation Learning

Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation

ICLR 2022
Yan Zhang, David W. Zhang, Simon Lacoste-Julien, Gertjan J. Burghouts, Cees G. M. Snoek
PDF Code Poster
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation

Measuring the Interpretability of Unsupervised Representations via Quantized Reversed Probing

ICLR 2022
Iro Laina, Yuki M. Asano, Andrea Vedaldi
PDF Code
Measuring the Interpretability of Unsupervised Representations via Quantized Reversed Probing

Learning to Generalize across Domains on Single Test Samples

ICLR 2022
Zehao Xiao, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
PDF Code
Learning to Generalize across Domains on Single Test Samples

Hierarchical Variational Memory for Few-shot Learning Across Domains

ICLR 2022
Yingjun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
PDF
Hierarchical Variational Memory for Few-shot Learning Across Domains

Efficient Neural Causal Discovery without Acyclicity Constraints

ICLR 2022
Phillip Lippe, Taco Cohen, Efstratios Gavves
PDF Code Poster Slides
Efficient Neural Causal Discovery without Acyclicity Constraints

Meta-learning for fast cross-lingual adaptation in dependency parsing

ACL 2022
Anna Langedijk, Verna Dankers, Phillip Lippe, Sander Bos, Bryan Cardenas Guevara, Helen Yannakoudakis, Ekaterina Shutova
PDF
Meta-learning for fast cross-lingual adaptation in dependency parsing

On Measuring and Controlling the Spectral Bias of the Deep Image Prior

IJCV 2022
Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek
PDF Code
On Measuring and Controlling the Spectral Bias of the Deep Image Prior

Visuospatial coding as ubiquitous scaffolding for human cognition

Trends in Cognitive Sciences 2022
Iris Groen, Tessa Dekker, Tomas Knapen, Edward Silson
PDF
Visuospatial coding as ubiquitous scaffolding for human cognition

Variational Abnormal Behavior Detection with Motion Consistency

IEEE Transactions on Image Processing 2021
Jing Li, Qingwang Huang, Yingjun Du, Xiantong Zhen, Shengyong Chen, Ling Shao
PDF

WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need

SPIE Medical Imaging 2022
Yoni Schirris*, Mendel Engelaer*, Andreas Pantelia, Hugo Mark Horlings, Efstratios Gavves, Jonas Teuwen
PDF
WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need

Safe Fakes: Evaluating Face Anonymizers for Face Detectors

IEEE International Conference on Automatic Face and Gesture Recognition 2021
Sander R Klomp, Matthew van Rijn, Rob G J Wijnhoven, Cees G M Snoek, Peter H N de With
PDF
Safe Fakes: Evaluating Face Anonymizers for Face Detectors

Variational Multi-Task Learning with Gumbel-Softmax Priors

NeurIPS 2021
Jiayi Shen, Xiantong Zhen, Marcel Worring, Ling Shao
PDF

Roto-translated Local Coordinate Frames For Interacting Dynamical Systems

NeurIPS 2021
Miltiadis Kofinas, Naveen Shankar Nagaraja, Efstratios Gavves
PDF Code Poster Slides
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems

PASS: An ImageNet replacement for self-supervised pretraining without humans

NeurIPS Datasets and Benchmarks 2021
Yuki M. Asano, Christian Rupprecht, Andrew Zisserman, Andrea Vedaldi
PDF Code Dataset
PASS: An ImageNet replacement for self-supervised pretraining without humans

Keeping Your Eye On the Ball: Trajectory Attention in Video Transformers

NeurIPS 2021
Mandela Patrick*, Dylan Campbell*, Yuki M. Asano*, Ishan Misra, Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, João F. Henriques
PDF Code
Keeping Your Eye On the Ball: Trajectory Attention in Video Transformers

Hyperbolic Busemann Learning with Ideal Prototypes

NeurIPS 2021
Mina Ghadimi Atigh, Martin Keller-Ressel, Pascal Mettes
PDF Code
Hyperbolic Busemann Learning with Ideal Prototypes

Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models

NeurIPS 2021
Hannah Kirk, Yennie Jun, Haider Iqbal, Elias Benussi, Filippo Volpin, Frederic A. Dreyer, Aleksandar Shtedritski, Yuki M. Asano
PDF Code
Bias Out-of-the-Box: An Empirical Analysis of Intersectional Occupational Biases in Popular Generative Language Models

Zero-Shot Action Recognition from Diverse Object-Scene Compositions

BMVC 2021
Carlo Bretti, Pascal Mettes
PDF
Zero-Shot Action Recognition from Diverse Object-Scene Compositions

MVT: Multi-view Vision Transformer for 3D Object Recognition

BMVC 2021
Shuo Chen, Tan Yu, Ping Li
PDF
MVT: Multi-view Vision Transformer for 3D Object Recognition

Human-Object Interaction Detection via Weak Supervision

BMVC 2021
Mert Kilickaya, Arnold Smeulders
PDF Slides
Human-Object Interaction Detection via Weak Supervision

Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias

BMVC 2021
William Thong, Cees G M Snoek
PDF Code
Feature and Label Embedding Spaces Matter in Addressing Image Classifier Bias

DISCO: accurate Discrete Scale Convolutions

BMVC 2021
Ivan Sosnovik, Artem Moskalev, Arnold Smeulders
PDF Code Poster Slides

Diagnosing Errors in Video Relation Detectors

BMVC 2021
Shuo Chen, Pascal Mettes, Cees G.M. Snoek
PDF Code
Diagnosing Errors in Video Relation Detectors

Direct comparison of category and spatial selectivity in human occipitotemporal cortex

Brain Structure and Function 2021
Edward Silson, Iris Groen, Chris Baker
PDF Dataset
Direct comparison of category and spatial selectivity in human occipitotemporal cortex

Skeleton-Contrastive 3D Action Representation Learning

ACMMM 2021
Fida Mohammad Thoker, Hazel Doughty, Cees G.M. Snoek
PDF Code
Skeleton-Contrastive 3D Action Representation Learning

Learning Hierarchical Embedding for Video Instance Segmentation

ACMMM 2021
Zheyun Qin, Xiankai Lu, Xiushan Nie, Xiantong Zhen, Yilong Yin
PDF Slides

Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100

IJCV 2021
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray
PDF Dataset
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100

Sparse-Shot Learning With Exclusive Cross-Entropy for Extremely Many Localisations

ICCV 2021
Andreas Panteli, Jonas Teuwen, Hugo Horlings, Efstratios Gavves
PDF Code
Sparse-Shot Learning With Exclusive Cross-Entropy for Extremely Many Localisations

Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning

ICCV 2021
Mandela Patrick*, Yuki M. Asano*, Bernie Huang*, Ishan Misra, Florian Metze, João F. Henriques, Andrea Vedaldi
PDF Code
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning

Social Fabric: Tubelet Compositions for Video Relation Detection

ICCV 2021
Shuo Chen, Zenglin Shi, Pascal Mettes, Cees G.M. Snoek
PDF Code
Social Fabric: Tubelet Compositions for Video Relation Detection

Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation

ICCV 2021
Hongjun Chen, Jinbao Wang, Hong Cai Chen, Xiantong Zhen, Feng Zheng, Rongrong Ji, Ling Shao
PDF
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation

Motion-Augmented Self-Training for Video Recognition at Smaller Scale

ICCV 2021
Kirill Gavrilyuk, Mihir Jain, Ilia Karmanov, Cees G M Snoek
PDF Slides
Motion-Augmented Self-Training for Video Recognition at Smaller Scale

On Compositions of Transformations in Contrastive Self-Supervised Learning

ICCV 2021
Mandela Patrick*, Yuki M. Asano*, Polina Kuznetsova, Ruth Fong, João F. Henriques, Geoffrey Zweig, Andrea Vedaldi
PDF Code
On Compositions of Transformations in Contrastive Self-Supervised Learning

Learning to Adapt with Memory for Probabilistic Few-Shot Learning

IEEE Transactions on Circuits and Systems for Video Technology 2021
Lei Zhang, Liyun Zuo, Yingjun Du, Xiantong Zhen
PDF

Memory Attention Networks for Skeleton-Based Action Recognition

TNNLS 2021
Ce Li, Chunyu Xie, Baochang Zhang, Jungong Han, Xiantong Zhen, Jie Chen
PDF
Memory Attention Networks for Skeleton-Based Action Recognition

The Hateful Memes Challenge: Competition Report

Proceedings of Machine Learning Research 2021
Douwe Kiela, Hamed Firooz, Aravind Mohan, Vedanuj Goswami, Amanpreet Singh, Casey A. Fitzpatrick, Peter Bull, Greg Lipstein, Tony Nelli, Ron Zhu, Niklas Muennighoff, Rize Velioglu, Jewgeni Rose, Phillip Lippe, Nithin Holla, Shantanu Chandra, Santhosh Rajamanickam, Georgios Antoniou, Ekaterina Shutova, Helen Yannakoudakis, Vlad Sandulescu, Umut Ozertem, Patrick Pantel, Lucia Specia, Devi Parikh
PDF
The Hateful Memes Challenge: Competition Report

Emergent inequality and business cycles in a simple behavioral macroeconomic model

Proceedings of the National Academy of Sciences (PNAS), 2021
Yuki M. Asano, Jakob J. Kolb, Jobst Heitzig, J. Doyne Farmer
PDF Code
Emergent inequality and business cycles in a simple behavioral macroeconomic model

Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders

ICML 2021
Adeel Pervez, Efstratios Gavves
PDF
Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders

Neural Feature Matching in Implicit 3D Representations

ICML 2021
Yunlu Chen, Basura Fernando, Hakan Bilen, Thomas Mensink, Efstratios Gavves
PDF
Neural Feature Matching in Implicit 3D Representations

Kernel Continual Learning

ICML 2021
Mohammad Mahdi Derakhshan, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
PDF Code
Kernel Continual Learning

A Bit More Bayesian: Domain-Invariant Learning with Uncertainty

ICML 2021
Zehao Xiao, Jiayi Shen, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
PDF Code
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty

Arae: Adversarially robust training of autoencoders improves novelty detection

Neural Networks 2021
Mohammadreza Salehi, Atrin Arya, Barbod Pajoum, Mohammad Otoofi, Amirreza Shaeiri, Mohammad Hossein Rohban, Hamid R Rabiee
PDF
Arae: Adversarially robust training of autoencoders improves novelty detection

Learning to Learn Dense Gaussian Processes for Few-Shot Learning

NeurIPS 2021
Ze Wang, Zichen Miao, Xiantong Zhen, Qiang Qiu
PDF
Learning to Learn Dense Gaussian Processes for Few-Shot Learning

Learning Regression and Verification Networks for Robust Long-term Tracking

IJCV 2021
Yunhua Zhang, Lijun Wang, Dong Wang, Jinqing Qi, Huchuan Lu
PDF Code
Learning Regression and Verification Networks for Robust Long-term Tracking

Variational Topic Inference for Chest X-Ray Report Generation

MICCAI 2021
Ivona Najdenkoska, Xiantong Zhen, Marcel Worring, Ling Shao
PDF
Variational Topic Inference for Chest X-Ray Report Generation

Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation

ACL 2021
Yingjun Du, Nithin Holla, Xiantong Zhen, Cees GM Snoek, Ekaterina Shutova
PDF
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation

Unsharp Mask Guided Filtering

IEEE Transactions on Image Processing 2021
Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G.M. Snoek
PDF
Unsharp Mask Guided Filtering

Deep 3D human pose estimation: A review

CVIU 2021
Jinbao Wang, Shujie Tan, Xiantong Zhen, Shuo Xu, Feng Zheng, Zhenyu He, Ling Shao
PDF
Deep 3D human pose estimation: A review

Variational prototype inference for few-shot semantic segmentation

WACV 2021
Haochen Wang, Yandan Yang, Xianbin Cao, Xiantong Zhen, Cees Snoek, Ling Shao
PDF
Variational prototype inference for few-shot semantic segmentation

Rotation Equivariant Siamese Networks for Tracking

CVPR 2021
Deepak Gupta, Devanshu Arya, Efstratios Gavves
PDF Code
Rotation Equivariant Siamese Networks for Tracking

Repetitive Activity Counting by Sight and Sound

CVPR 2021
Yunhua Zhang, Ling Shao, Cees G.M. Snoek
PDF
Repetitive Activity Counting by Sight and Sound

On Semantic Similarity in Video Retrieval

CVPR 2021
Michael Wray, Hazel Doughty, Dima Damen
PDF
On Semantic Similarity in Video Retrieval

Multiresolution Knowledge Distillation for Anomaly Detection

CVPR 2021
Mohammadreza Salehi, Niousha Sadjadi, Soroosh Baselizadeh, Mohammad Hossein Rohban, Hamid R. Rabiee
PDF
Multiresolution Knowledge Distillation for Anomaly Detection

Few-Shot Transformation of Common Actions into Time and Space

CVPR 2021
Pengwan Yang, Pascal Mettes, Cees G. M. Snoek
PDF
Few-Shot Transformation of Common Actions into Time and Space

Support-set bottlenecks for video-text representation learning

ICLR 2021
Mandela Patrick*, Po-Yao Huang*, Yuki M. Asano*, Florian Metze, Alexander Hauptmann, João F. Henriques, Andrea Vedaldi
PDF
Support-set bottlenecks for video-text representation learning

Set Prediction without Imposing Structure as Conditional Density Estimation

ICLR 2021
David Zhang, Gertjan Burghouts, Cees Snoek
PDF Code
Set Prediction without Imposing Structure as Conditional Density Estimation

MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond

ICLR 2021
Duy-Kien Nguyen, Vedanuj Goswami, Xinlei Chen
PDF
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond

MetaNorm: Learning to Normalize Few-Shot Batches Across Domains

ICLR 2021
Yingjun Du, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
PDF
MetaNorm: Learning to Normalize Few-Shot Batches Across Domains

LiftPool: Bidirectional ConvNet Pooling

ICLR 2021
Jiaojiao Zhao, Cees G.M. Snoek
PDF
LiftPool: Bidirectional ConvNet Pooling

Categorical Normalizing Flows via Continuous Transformations

ICLR 2021
Phillip Lippe, Efstratios Gavves
PDF Code Poster Slides
Categorical Normalizing Flows via Continuous Transformations

Object Priors for Classifying and Localizing Unseen Actions

IJCV 2021
Pascal Mettes, William Thong, Cees G.M. Snoek
PDF
Object Priors for Classifying and Localizing Unseen Actions

Counterfactual attribute-based visual explanations for classification

International Journal of Multimedia Information Retrieval 2021
Sadaf Gulshad, Arnold Smeulders
PDF
Counterfactual attribute-based visual explanations for classification

Variational Knowledge Distillation for Disease Classification in Chest X-Rays

IPMI 2021
Tom van Sonbeek, Xiantong Zhen, Marcel Worring, Ling Shao
PDF
Variational Knowledge Distillation for Disease Classification in Chest X-Rays

Domain- and task-specific transfer learning for medical segmentation tasks

Computer Methods and Programs in Biomedicine 2021
Riaan Zoetmulder, Efstratios Gavves, Matthan Caan, Henk Marquering
PDF

Automated Final Lesion Segmentation in Posterior Circulation Acute Ischemic Stroke Using Deep Learning

Diagnostics 2021
Riaan Zoetmulder, Praneeta R Konduri, Iris V Obdeijn, Efstratios Gavves, Ivana Isgum, Charles BLM Majoie, Diederik WJ Dippel, Yvo BWEM Roos, Mayank Goyal, Peter J Mitchell, Bruce CV Campbell, Demetrius K Lopes, Gernot Reimann, Tudor G Jovin, Jeffrey L Saver, Keith W Muir, Phil White, Serge Bracard, Bailiang Chen, Scott Brown, Wouter J Schonewille, Erik van der Hoeven, Volker Puetz, Henk A Marquering
PDF Poster

Scale Equivariance Improves Siamese Tracking

WACV 2021
Ivan Sosnovik, Artem Moskalev, Arnold Smeulders
PDF Code
Scale Equivariance Improves Siamese Tracking

Tackling Occlusion in Siamese Tracking with Structured Dropouts

ICPR 2020
D. Gupta, E. Gavves, A. Smeulders
PDF
Tackling Occlusion in Siamese Tracking with Structured Dropouts

Self-Selective Context for Interaction Recognition

ICPR 2020
Mert Kilickaya, Noureldien Hussein, Efstratios Gavves, Arnold Smeulders
PDF
Self-Selective Context for Interaction Recognition

Quasibinary Classifier for Images with Zero and Multiple Labels

ICPR 2020
Shuai Liao, Efstratios Gavves, ChangYong Oh, Cees Snoek
PDF
Quasibinary Classifier for Images with Zero and Multiple Labels

Model Decay in Long-Term Tracking

ICPR 2020
Efstratios Gavves, Ran Tao, Deepak Gupta, Arnold Smeulders
PDF
Model Decay in Long-Term Tracking

Feature-Supervised Action Modality Transfer

ICPR 2020
Fida Mohamamd Thoker, Cees Snoek
PDF
Feature-Supervised Action Modality Transfer

Automatic Triage of 12‐Lead ECGs Using Deep Convolutional Neural Networks

Journal of the American Heart Association 2020
Rutger R. van de Leur, Lennart J. Blom, Efstratios Gavves, Irene E. Hof, Jeroen F. van der Heijden, Nick C. Clappers, Pieter A. Doevendans, Rutger J. Hassink, René van Es
PDF
Automatic Triage of 12‐Lead ECGs Using Deep Convolutional Neural Networks

Learning to Learn Variational Semantic Memory

NeurIPS 2020
Xiantong Zhen, Yingjun Du, Huan Xiong, Qiang Qiu, Cees G. M. Snoek, Ling Shao
PDF
Learning to Learn Variational Semantic Memory

Adversarial Self-Supervised Scene Flow Estimation

International Conference on 3D Vision 2020
Victor Zuanazzi, Joris van Vugt, Olaf Booij, Pascal Mettes
PDF
Adversarial Self-Supervised Scene Flow Estimation

A Dynamic, Self Supervised, Large Scale AudioVisual Dataset for Stuttered Speech

ACM Multimedia 2020 MuCaI
Mehmet Altinkaya, Arnold Smeulders
PDF
A Dynamic, Self Supervised, Large Scale AudioVisual Dataset for Stuttered Speech

Social Navigation with Human Empowerment Driven Deep Reinforcement Learning

International Conference on Artificial Neural Networks 2020
Tessa van der Heiden, Florian Mirus, Herke van Hoof
PDF Code
Social Navigation with Human Empowerment Driven Deep Reinforcement Learning

Pixel-level non-local image smoothing with objective evaluation

TMM 2020
Jun Xu, Zhi-Ang Liu, Yingkun Hou, Xiantong Zhen, Ling Shao, Ming-Ming Cheng
PDF
Pixel-level non-local image smoothing with objective evaluation

Modeling the temporal dynamics of neural responses in human visual cortex

Journal of Vision 2020
Iris Groen, Giovanni Piantoni, Adeen Flinker, Sasha Devore, Orrin Devinsky, Werner Doyle, Nick Ramsey, Natalia Petridou, Jonathan Winawer
PDF
Modeling the temporal dynamics of neural responses in human visual cortex

Scale-Equivariant Steerable Networks

ICLR 2020
Ivan Sosnovik, Michał Szmaja, Arnold Smeulders
PDF Code Poster Slides
Scale-Equivariant Steerable Networks

Low‐level image statistics in natural scenes infuence perceptual decision‐making

Scientific Reports 2020
Noor Seijdel, Sara Jahfari, Iris I.A. Groen, H.S. Scholte
PDF Code
Low‐level image statistics in natural scenes infuence perceptual decision‐making

Electrocorticography Evidence of Tactile Responses in Visual Cortices

Brain Topography 2020
Anna Gaglianese, Mariana P. Branco, Iris I. A. Groen, Noah C. Benson, Mariska J. Vansteensel, Micah M. Murray, Natalia Petridou, Nick F. Ramsey
PDF
Electrocorticography Evidence of Tactile Responses in Visual Cortices

Learning to Learn with Variational Information Bottleneck for Domain Generalization

ECCV 2020
Yingjun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao
PDF
Learning to Learn with Variational Information Bottleneck for Domain Generalization

Interactivity Proposals for Surveillance Videos

ICMR 2020
Shuo Chen, Pascal Mettes, Tao Hu, Cees G.M. Snoek
PDF
Interactivity Proposals for Surveillance Videos

Explaining with Counter Visual Attributes and Examples

ICMR 2020
Sadaf Gulshad, Arnold Smeulders
PDF Code
Explaining with Counter Visual Attributes and Examples

Pixelated Semantic Colorization

IJCV 2020
Jiaojiao Zhao, Jungong Han, Ling Shao, Cees G. M. Snoek
PDF
Pixelated Semantic Colorization

Learning to Learn Kernels with Variational Random Features

ICML 2020
Xiantong Zhen, Haoliang Sun, Yingjun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek
PDF
Learning to Learn Kernels with Variational Random Features

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

ECCV 2020
Sanath Narayan, Akshita Gupta, Fahad Khan, Cees G. M. Snoek, Ling Shao
PDF Code
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

Trajectory Prediction Network for Future Anticipation of Ships

ICMR 2020
Pim Dijt, Pascal Mettes
PDF
Trajectory Prediction Network for Future Anticipation of Ships

Open Cross-Domain Visual Search

CVIU 2020
William Thong, Pascal Mettes, C. G. M. Snoek
PDF Code
Open Cross-Domain Visual Search

Heterogeneous Non-Local Fusion for Multimodal Activity Recognition

ICMR 2020
Petr Byvshev, Pascal Mettes, Yu Xiao
PDF
Heterogeneous Non-Local Fusion for Multimodal Activity Recognition

Bias-Awareness for Zero-Shot Learning the Seen and Unseen

BMVC 2020
William Thong, C. G. M. Snoek
PDF Code Poster Slides
Bias-Awareness for Zero-Shot Learning the Seen and Unseen

Shuffled ImageNet-Banks for Video Event Detection and Search

ACM Transactions on Multimedia Computing, Communications, and Applications 2020
P. S. M. Mettes, Dennis Koelma, C. G. M. Snoek
PDF
Shuffled ImageNet-Banks for Video Event Detection and Search

Localizing the Common Action Among a Few Videos

ECCV 2020
Pengwan Yang, Vincent Tao Hu, Pascal Mettes, Cees G. M. Snoek
PDF
Localizing the Common Action Among a Few Videos

PointMixup: Augmentation for Point Clouds

ECCV 2020
Yunlu Chen, Vincent Tao Hu, Efstratios Gavves, Thomas Mensink, Pascal Mettes, Pengwan Yang, Cees G. M. Snoek
PDF
PointMixup: Augmentation for Point Clouds

Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks

ICML 2020
Adeel Pervez, Taco Cohen, Efstratios Gavves
PDF
Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks

Siamese Tracking of Cell Behaviour Patterns

MIDL 2020
Andreas Panteli, Deepak K. Gupta, Nathan Bruijn, Efstratios Gavves
PDF
Siamese Tracking of Cell Behaviour Patterns

Few-Shot Semantic Segmentation with Democratic Attention Networks

ECCV 2020
Haochen Wang, Xudong Zhang, Yutao Hu, Yandan Yang, Xianbin Cao, Xiantong Zhen
PDF
Few-Shot Semantic Segmentation with Democratic Attention Networks

Few-Shot Ensemble Learning for Video Classification with SlowFast Memory Networks

ACMMM 2020
Mengshi Qi, Jie Qin, Xiantong Zhen, Di Huang, Yi Yang, Jiebo Luo
PDF
Few-Shot Ensemble Learning for Video Classification with SlowFast Memory Networks

Searching for Actions on the Hyperbole

CVPR 2020
T. Long, P. S. M. Mettes, H. T. Shen, C. G. M. Snoek
PDF
Searching for Actions on the Hyperbole

Guess Where? Actor-Supervision for Spatiotemporal Video Action Localization

CVIU 2020
V. Escorcia, D. Cuong, M. Jain, B. Ghanem, C. G. M. Snoek
PDF
Guess Where? Actor-Supervision for Spatiotemporal Video Action Localization

Cloth in the Wind: A Case Study of Physical Measurement through Simulation

CVPR 2020
T. F. H. Runia, K. Gavrilyuk, C. G. M. Snoek, A. W. M. Smeulders
PDF
Cloth in the Wind: A Case Study of Physical Measurement through Simulation

Actor-Transformers for Group Activity Recognition

CVPR 2020
K. Gavrilyuk, R. Sanford, M. Javan, C. G. M. Snoek
PDF
Actor-Transformers for Group Activity Recognition

ActionBytes: Learning from Trimmed Videos to Localize Actions

CVPR 2020
M. Jain, A. Ghodrati, C. G. M. Snoek
PDF
ActionBytes: Learning from Trimmed Videos to Localize Actions

Training a Spiking Neural Network with Equilibrium Propagation

AISTAT 2019
P. O'Connor, E. Gavves, M. Welling
PDF

Timeception for Complex Action Recognition

CVPR 2019
N. Hussein, E. Gavves, A. W. M. Smeulders
PDF
Timeception for Complex Action Recognition

Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres

CVPR 2019
S. Liao, Gavves E., C. G. M. Snoek
PDF
Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres

SILCO: Show a Few Images, Localize the Common Object

ICCV 2019
T. Hu, P. S. M. Mettes, J-H. Huang, C. G. M. Snoek
PDF
SILCO: Show a Few Images, Localize the Common Object

Repetition Estimation

IJCV 2019
T. F. H. Runia, C. G. M. Snoek, A. W. M. Smeulders
PDF
Repetition Estimation

Relaxed quantization for discretized neural networks

ICLR 2019
C. Louizos, M. Reisser, T. Blankevoort, E. Gavves, M. Welling
PDF

Pointly-Supervised Action Localization

IJCV 2019
P. S. M. Mettes, C. G. M. Snoek
PDF

New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval

TMM 2019
S. H. Cappallo, S. Svetlichnaya, P. Garrigues, T. E. J. Mensink, C. G. M. Snoek
PDF
New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval

Multidimensional Balance-Based Cluster Boundary Detection for High-Dimensional Data

IEEE Transactions on Neural Networks and Learning Systems 2019
X. Cao, B. Qiu, X. Li, Z. Shi, G. Xu, J. Xu
PDF

Interactive Exploration of Journalistic Video Footage through Multimodal Semantic Matching

ACMMM 2019
S. Ibrahimi, S. Chen, D. Arya, A. Câmara, Y. Chen, T. Crijns, M. van der Goes, T. E. J. Mensink, E. van Miltenburg, D. Odijk, W. Thong, J. Zhao, P. S. M. Mettes
PDF

Initialized Equilibrium Propagation for Backprop-Free Training

ICLR 2019
P. O'Connor, E. Gavves, M. Welling
PDF

Hyperspherical Prototype Networks

NeurIPS 2019
P. S. M. Mettes, E. van der Pol, C. G. M. Snoek
PDF
Hyperspherical Prototype Networks

Gauge Equivariant Convolutional Networks and the Icosahedral CNN

ICML 2019
T. Cohen, M. Weiler, B. Kicanaoglu, M. Welling
PDF

Dance with Flow: Two-in-One Stream Action Detection

CVPR 2019
J. Zhao, C. G. M. Snoek
PDF
Dance with Flow: Two-in-One Stream Action Detection

Counting with Focus for Free

ICCV 2019
Z. Shi, P. S. M. Mettes, C. G. M. Snoek
PDF
Counting with Focus for Free

Combinatorial Bayesian Optimization using the Graph Cartesian Product

NeurIPS 2019
C. Oh, J. Tomczak, E. Gavves, M. Welling
PDF
Combinatorial Bayesian Optimization using the Graph Cartesian Product

Attention-based Multi-Context Guiding for Few-Shot Semantic Segmentation

AAAI 2019
T. Hu, P. Yang, C. Zhang, G. Yu, Y. Mu, C. G. M. Snoek
PDF
Attention-based Multi-Context Guiding for Few-Shot Semantic Segmentation

Accelerating Convolutional Neural Networks with Dynamic Channel Pruning

Data Compression Conference 2019
C. Zhang, T. Hu, Y. Guan, Z. Ye
PDF

A Layer-Based Sequential Framework for Scene Generation with GANs

AAAI 2019
M. O. Turkoglu, W. Thong, L. J. Spreeuwers, B. Kicanaoglu
PDF

3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation

International Conference on 3D Vision 2019
Y. Chen, T. E. J. Mensink, E. Gavves
PDF

Pixel-level Semantics Guided Image Colorization

BMVC 2018
J. Zhao, L. Liu, and C. G. M. Snoek, J. Han, L. Shao
PDF
Pixel-level Semantics Guided Image Colorization

Predicting Visual Features from Text for Image and Video Caption Retrieval

TMM 2018
Jianfeng Dong, Xirong Li, Cees G. M. Snoek
PDF Code
Predicting Visual Features from Text for Image and Video Caption Retrieval

VideoLSTM Convolves, Attends and Flows for Action Recognition

CVIU 2018
Z. Li, K. Gavrilyuk, E. Gavves, M. Jain, C. G. M. Snoek
PDF
VideoLSTM Convolves, Attends and Flows for Action Recognition

Video Time: Properties, Encoders and Evaluation

BMVC 2018
A. Ghodrati, E. Gavves, C. G. M. Snoek
PDF
Video Time: Properties, Encoders and Evaluation

Temporally Efficient Deep Learning with Spikes

ICLR 2018
P. O'Connor, E. Gavves, M. Welling
PDF

Searching and Matching Texture-free 3D Shapes in Images

ICMR 2018
S. Liao, Gavves E., C. G. M. Snoek
PDF
Searching and Matching Texture-free 3D Shapes in Images

Reflectance and natural illumination from single-material specular objects using deep learning

PAMI 2018
S. Georgoulis, K. Rematas, T. Ritschel, E. Gavves, M. Fritz, L. Van Gool, T. Tuytelaars
PDF

Real-World Repetition Estimation by Div, Grad and Curl

CVPR 2018
T. F. H. Runia, C. G. M. Snoek, A. W. M. Smeulders
PDF
Real-World Repetition Estimation by Div, Grad and Curl

Long-Term Tracking in the Wild: A Benchmark

ECCV 2018
J. Valmadre, L. Bertinetto, J. F. Henriques, R. Tao, A. Vedaldi, A. W. M. Smeulders, P. H. S. Torr, E. Gavves
PDF

Improving Word Embedding Compositionality using Lexicographic Definitions

WWW 2018
T. Scheepers, E. Kanoulas, E. Gavves
PDF

i-RevNet: Deep Invertible Networks

ICLR 2018
J-H. Jacobsen, A. W. M. Smeulders, E. Oyallon
PDF
i-RevNet: Deep Invertible Networks

Estimating small differences in car-pose from orbits

BMVC 2018
B. Kicanaoglu, R. Tao, A. W. M. Smeulders
PDF

Crowd Counting With Deep Negative Correlation Learning

CVPR 2018
Z. Shi, L. Zhang, Y. Liu, X. Cao, Y. Ye, M-M. Cheng, G. Zheng
PDF

Cheat me not: automated proctoring of digital exams on Bring-Your-Own-Device

ACM Conference on Innovation and Technology in Computer Science Education
G. Migut, D. C. Koelma, C. G. M. Snoek, N. Brouwer-Zupancic
PDF

BOCK: Bayesian Optimization with Cylindrical Kernels

ICML 2018
C. Oh, E. Gavves, M. Welling
PDF

Actor and Action Video Segmentation From a Sentence

CVPR 2018
K. Gavrilyuk, A. Ghodrati, Z. Li, C. G. M. Snoek
PDF
Actor and Action Video Segmentation From a Sentence

Action recognition with dynamic image networks

PAMI 2018
H. Bilen, B. Fernando, E. Gavves, A. Vedaldi
PDF