NeurIPS 2021

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87 Results

Poster	Tue 16:30	Quantifying and Improving Transferability in Domain Generalization Guojun Zhang · Han Zhao · Yaoliang Yu · Pascal Poupart
Affinity Workshop		Classification of Shoulder Impingement Syndrome using Transfer Learning model Raquel Marasigan
Poster	Tue 8:30	Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning Christopher Rytting · David Wingate
Workshop		A Preliminary Study on the Feature Representations of Transfer Learning and Gradient-Based Meta-Learning Techniques Mike Huisman · Jan van Rijn · Aske Plaat
Datasets and Benchmarks		A Unified Few-Shot Classification Benchmark to Compare Transfer and Meta Learning Approaches Vincent Dumoulin · Neil Houlsby · Utku Evci · Xiaohua Zhai · Ross Goroshin · Sylvain Gelly · Hugo Larochelle
Competition	Thu 11:24	Breakout: Traffic4cast 2021 – Temporal and Spatial Few-Shot Transfer Learning in Traffic Map Movie Forecasting
Competition		4th Team nik-sm - AutoTransfer: Automated Subject Transfer Learning with Censored Representations on Biosignals Data
Workshop		Large Scale Coordination Transfer for Cooperative Multi-Agent Reinforcement Learning Ethan Wang · Binghong Chen · Le Song
Poster	Thu 16:30	Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer Junya Chen · Zidi Xiu · Benjamin Goldstein · Ricardo Henao · Lawrence Carin · Chenyang Tao
Poster	Fri 8:30	A Theoretical Analysis of Fine-tuning with Linear Teachers Gal Shachaf · Alon Brutzkus · Amir Globerson
Workshop		Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer CHANG hongyan · Virat Shejwalkar · Reza Shokri · Amir Houmansadr
Poster	Tue 16:30	Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization Qi Zhu · Carl Yang · Yidan Xu · Haonan Wang · Chao Zhang · Jiawei Han