The NeurIPS Fest 2022 – ELLIS Unit Amsterdam

NeurIPS Fest 2022

Annual NeurIPS-preview party spotlighting Amsterdam’s finest and latest research in machine learning

November 24, 2022

17:00-20:00

Lab42, Amsterdam Science Park

Come and deep dive into the state-of-the-art machine learning research that will be showcased at the Neural Information Processing Systems (NeurIPS).

Event programme

17:00-20:00

Poster Session

with bites & drinks
Venue: ground floor

Posters showcased at the event

Main track papers

Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel

On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models

Learning Expressive Meta-Representations with Mixture of Expert Neural Processes

LieGG: Studying Learned Lie Group Generators

Generalization Bounds for Equivariant Networks

Riemannian Diffusion Models

[Re] Explaining in Style: Training a GAN to explain a classifier in StyleSpace

On the symmetries of the synchronization problem in Cryo-EM: Multi-Frequency Vector Diffusion Maps on the Projective Plane

Association Graph Learning for Multi-Task Classification with Category Shifts

Factored Adaptation for Non-Stationary Reinforcement Learning

Maximum Class Separation as Inductive Bias in One Matrix

Weakly supervised causal representation learning

Video Diffusion Models

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding

Chitwan Saharia
William Chan
Saurabh Saxena
Lala Li
Jay Whang
Emily Denton
Seyed Kamyar Seyed Ghasemipour
Raphael Gontijo Lopes
Burcu Ayan
Tim Salimans
Jonathan Ho
David Fleet
Mohammad Norouzi

Alleviating Adversarial Attacks on Variational Autoencoders with MCMC

Variational Model Perturbation for Source-Free Domain Adaptation

Neural Topological Ordering for Computation Graphs

Contrastive Neural Ratio Estimation

Equivariant Networks for Zero-Shot Coordination

RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection

Hyperbolic Embedding Inference for Structured Multi-Label Prediction

Workshop papers

Hyperbolic Image Segmentation

Self-Guided Diffusion Models

Self-Contained Entity Discovery from Captioned Videos

Latent GP-ODEs with Informative Priors

An Analytics of Culture: Modeling Subjectivity, Scalability, Contextuality, and Temporality

[Re] Replication Study of “Fairness and Bias in Online Selection”

Strategic classification made practical: reproduction

Robust Scheduling with GFlowNets

[Re] Replication Study of “Fairness and Bias in Online Selection”

Meta-Learning Makes a Better Multimodal Few-shot Learner

Kendall Shape-VAE : Learning Shapes in a Generative Framework

“[Re] Replication study of ’Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling’”

[Re] Exacerbating Algorithmic Bias through Fairness Attacks

Towards Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning

[Re] Reproduction Study of Variational Fair Clustering

Unlocking Slot Attention by Changing Optimal Transport Costs

Deconfounded Imitation Learning

The NeurIPS Fest 2022 is a preview party of the machine learning research which are happening in the Amsterdam AI Ecosystem, and will be showcased at the Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS) 2022. Join us on 24 November 2022 at Lab42, in celebrating the great works of our researchers and students, and connecting with the ELLIS Amsterdam community at large!