Publications

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Neural Feature Matching in Implicit 3D Representations

ICML 2021

Kernel Continual Learning

ICML 2021

A Bit More Bayesian: Domain-Invariant Learning with Uncertainty

ICML 2021

Rotation Equivariant Siamese Networks for Tracking

CVPR 2021

Repetitive Activity Counting by Sight and Sound

CVPR 2021

On Semantic Similarity in Video Retrieval

CVPR 2021

Few-Shot Transformation of Common Actions into Time and Space

CVPR 2021

MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond

ICLR 2021

MetaNorm: Learning to Normalize Few-Shot Batches Across Domains

ICLR 2021

LiftPool: Bidirectional ConvNet Pooling

ICLR 2021

Scale Equivariance Improves Siamese Tracking

WACV 2021

Tackling Occlusion in Siamese Tracking with Structured Dropouts

ICPR 2020

Self-Selective Context for Interaction Recognition

ICPR 2020

Quasibinary Classifier for Images with Zero and Multiple Labels

ICPR 2020

Model Decay in Long-Term Tracking

ICPR 2020

Feature-Supervised Action Modality Transfer

ICPR 2020

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

Journal of the American Heart Association 2020

Learning to Learn Variational Semantic Memory

NeurIPS 2020

Adversarial Self-Supervised Scene Flow Estimation

International Conference on 3D Vision 2020

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

ACM Multimedia 2020 MuCaI

Social Navigation with Human Empowerment Driven Deep Reinforcement Learning

International Conference on Artificial Neural Networks 2020

Pixel-level non-local image smoothing with objective evaluation

TMM 2020

Modeling the temporal dynamics of neural responses in human visual cortex

Journal of Vision 2020

Scale-Equivariant Steerable Networks

ICLR 2020

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

Scientific Reports 2020

Electrocorticography Evidence of Tactile Responses in Visual Cortices

Brain Topography 2020

Learning to Learn with Variational Information Bottleneck for Domain Generalization

ECCV 2020

Interactivity Proposals for Surveillance Videos

ICMR 2020

Explaining with Counter Visual Attributes and Examples

ICMR 2020

Pixelated Semantic Colorization

IJCV 2020

Learning to Learn Kernels with Variational Random Features

ICML 2020

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

ECCV 2020

Open Cross-Domain Visual Search

CVIU 2020

Heterogeneous Non-Local Fusion for Multimodal Activity Recognition

ICMR 2020

Shuffled ImageNet-Banks for Video Event Detection and Search

ACM Transactions on Multimedia Computing, Communications, and Applications 2020

Localizing the Common Action Among a Few Videos

ECCV 2020

PointMixup: Augmentation for Point Clouds

ECCV 2020

Low Bias Low Variance Gradient Estimates for Boolean Stochastic Networks

ICML 2020

Siamese Tracking of Cell Behaviour Patterns

MIDL 2020

Few-Shot Semantic Segmentation with Democratic Attention Networks

ECCV 2020

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

ACMMM 2020

Searching for Actions on the Hyperbole

CVPR 2020

Guess Where? Actor-Supervision for Spatiotemporal Video Action Localization

CVIU 2020

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

CVPR 2020

Actor-Transformers for Group Activity Recognition

CVPR 2020

ActionBytes: Learning from Trimmed Videos to Localize Actions

CVPR 2020

Training a Spiking Neural Network with Equilibrium Propagation

AISTAT 2019

Timeception for Complex Action Recognition

CVPR 2019

SILCO: Show a Few Images, Localize the Common Object

ICCV 2019

Repetition Estimation

IJCV 2019

Relaxed quantization for discretized neural networks

ICLR 2019

Pointly-Supervised Action Localization

IJCV 2019

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

TMM 2019

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

IEEE Transactions on Neural Networks and Learning Systems 2019

Interactive Exploration of Journalistic Video Footage through Multimodal Semantic Matching

ACMMM 2019

Initialized Equilibrium Propagation for Backprop-Free Training

ICLR 2019

Hyperspherical Prototype Networks

NeurIPS 2019

Gauge Equivariant Convolutional Networks and the Icosahedral CNN

ICML 2019

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

CVPR 2019

Counting with Focus for Free

ICCV 2019

Combinatorial Bayesian Optimization using the Graph Cartesian Product

NeurIPS 2019

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

AAAI 2019

Accelerating Convolutional Neural Networks with Dynamic Channel Pruning

Data Compression Conference 2019

A Layer-Based Sequential Framework for Scene Generation with GANs

AAAI 2019

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

International Conference on 3D Vision 2019

Pixel-level Semantics Guided Image Colorization

BMVC 2018

VideoLSTM Convolves, Attends and Flows for Action Recognition

CVIU 2018

Video Time: Properties, Encoders and Evaluation

BMVC 2018

Temporally Efficient Deep Learning with Spikes

ICLR 2018

Searching and Matching Texture-free 3D Shapes in Images

ICMR 2018

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

PAMI 2018

Real-World Repetition Estimation by Div, Grad and Curl

CVPR 2018

Long-Term Tracking in the Wild: A Benchmark

ECCV 2018

Improving Word Embedding Compositionality using Lexicographic Definitions

WWW 2018

i-RevNet: Deep Invertible Networks

ICLR 2018

Estimating small differences in car-pose from orbits

BMVC 2018

Crowd Counting With Deep Negative Correlation Learning

CVPR 2018

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

ACM Conference on Innovation and Technology in Computer Science Education

BOCK: Bayesian Optimization with Cylindrical Kernels

ICML 2018

Actor and Action Video Segmentation From a Sentence

CVPR 2018

Action recognition with dynamic image networks

PAMI 2018