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Workshop
Memory in humans and deep language models: Linking hypotheses for model augmentation
Omri Raccah · Phoebe Chen · Theodore Willke · David Poeppel · Vy Vo
Poster
Wed 14:00 A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training
Randall Balestriero · Ishan Misra · Yann LeCun
Poster
Thu 14:00 ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
Chunyuan Li · Haotian Liu · Liunian Li · Pengchuan Zhang · Jyoti Aneja · Jianwei Yang · Ping Jin · Houdong Hu · Zicheng Liu · Yong Jae Lee · Jianfeng Gao
Poster
Tue 9:00 Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach
Kaiwen Yang · Yanchao Sun · Jiahao Su · Fengxiang He · Xinmei Tian · Furong Huang · Tianyi Zhou · Dacheng Tao
Poster
Thu 14:00 The Effects of Regularization and Data Augmentation are Class Dependent
Randall Balestriero · Leon Bottou · Yann LeCun
Poster
Wed 9:00 (Optimal) Online Bipartite Matching with Degree Information
Anders Aamand · Justin Chen · Piotr Indyk
Poster
Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks
Lirong Wu · Haitao Lin · Yufei Huang · Stan Z. Li
Poster
Thu 14:00 Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative
Tianxin Wei · Yuning You · Tianlong Chen · Yang Shen · Jingrui He · Zhangyang Wang
Poster
Tue 9:00 Retrieval-Augmented Diffusion Models
Andreas Blattmann · Robin Rombach · Kaan Oktay · Jonas Müller · Björn Ommer
Poster
Wed 14:00 Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
Elena Grigorescu · Young-San Lin · Sandeep Silwal · Maoyuan Song · Samson Zhou
Poster
Tue 9:00 Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems
Miguel Suau · Jinke He · Mustafa Mert Çelikok · Matthijs Spaan · Frans Oliehoek
Poster
Tue 14:00 Enabling Detailed Action Recognition Evaluation Through Video Dataset Augmentation
Jihoon Chung · Yu Wu · Olga Russakovsky