representation learning

What Can You Learn From Your Muscles? Learning Visual Representation from Human Interactions ICLR 2021 What Makes Instance Discrimination Good for Transfer Learning? ICLR 2021 What Makes Multi-Modal Learning Better than Single (Provably) NeurIPS 2021 What Should Not Be Contrastive in Contrastive Learning ICLR 2021 What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult AAAI 2021 When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021 When Is Generalizable Reinforcement Learning Tractable? NeurIPS 2021 When Is Unsupervised Disentanglement Possible? NeurIPS 2021 Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NeurIPS 2021 WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021 Whitening for Self-Supervised Representation Learning ICML 2021 Who’s on First?: Probing the Learning and Representation Capabilities of Language Models on Deterministic Closed Domains CoNLL 2021 Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021 Why Do Better Loss Functions Lead to Less Transferable Features? NeurIPS 2021 With a Little Help From My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations ICCV 2021 Writing Style Author Embedding Evaluation EMNLP 2021 X-Class: Text Classification with Extremely Weak Supervision NAACL 2021 Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021 12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020 3D Self-Supervised Methods for Medical Imaging NeurIPS 2020 A Biologically Plausible Neural Network for Slow Feature Analysis NeurIPS 2020 A Brief History of Learning Symbolic Higher-Level Representations from Data (And a Curious Look Forward) IJCAI 2020 Abstract Rule Based Pattern Learning with Neural Networks AAAI 2020 ACNMP: Skill Transfer and Task Extrapolation through Learning from Demonstration and Reinforcement Learning via Representation Sharing CoRL 2020 A Cross-Task Analysis of Text Span Representations ACL 2020