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Workshop
Meta-Learning General-Purpose Learning Algorithms with Transformers
Louis Kirsch · Luke Metz · James Harrison · Jascha Sohl-Dickstein
Poster
Tue 14:00 Learning Predictions for Algorithms with Predictions
Misha Khodak · Maria-Florina Balcan · Ameet Talwalkar · Sergei Vassilvitskii
Poster
Wed 14:00 Meta-Auto-Decoder for Solving Parametric Partial Differential Equations
Xiang Huang · Zhanhong Ye · Hongsheng Liu · Shi Ji · Zidong Wang · Kang Yang · Yang Li · Min Wang · Haotian CHU · Fan Yu · Bei Hua · Lei Chen · Bin Dong
Poster
Wed 9:00 (Optimal) Online Bipartite Matching with Degree Information
Anders Aamand · Justin Chen · Piotr Indyk
Poster
Wed 9:00 Meta-Learning with Self-Improving Momentum Target
Jihoon Tack · Jongjin Park · Hankook Lee · Jaeho Lee · Jinwoo Shin
Poster
Multiagent Q-learning with Sub-Team Coordination
Wenhan Huang · Kai Li · Kun Shao · Tianze Zhou · Matthew Taylor · Jun Luo · Dongge Wang · Hangyu Mao · Jianye Hao · Jun Wang · Xiaotie Deng
Poster
Thu 14:00 Video compression dataset and benchmark of learning-based video-quality metrics
Anastasia Antsiferova · Sergey Lavrushkin · Maksim Smirnov · Aleksandr Gushchin · Dmitriy Vatolin · Dmitriy Kulikov
Tutorial
Mon 2:00 The Role of Meta-learning for Few-shot Learning
Eleni Triantafillou
Poster
Thu 9:00 Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning
HYUNWOOK KANG · Taehwan Kwon · Jinkyoo Park · James R. Morrison
Poster
Thu 14:00 Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification
Ihsan Ullah · Dustin CarriĆ³n-Ojeda · Sergio Escalera · Isabelle Guyon · Mike Huisman · Felix Mohr · Jan N. van Rijn · Haozhe Sun · Joaquin Vanschoren · Phan Anh Vu
Poster
Thu 9:00 A Universal Error Measure for Input Predictions Applied to Online Graph Problems
Giulia Bernardini · Alexander Lindermayr · Alberto Marchetti-Spaccamela · Nicole Megow · Leen Stougie · Michelle Sweering
Poster
Wed 9:00 Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods
Laurent Jospin · Allen Antony · Lian Xu · Hamid Laga · Farid Boussaid · Mohammed Bennamoun