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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data NIPS 2021
KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network NIPS 2021
Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks EMNLP 2021
MICo: Improved representations via sampling-based state similarity for Markov decision processes NIPS 2021
Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NIPS 2021
Learning State Representations from Random Deep Action-conditional Predictions NIPS 2021
Interesting Object, Curious Agent: Learning Task-Agnostic Exploration NIPS 2021
Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning NIPS 2021
Behavior From the Void: Unsupervised Active Pre-Training NIPS 2021
Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection NIPS 2021
Pretraining Representations for Data-Efficient Reinforcement Learning NIPS 2021
Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning NIPS 2021
Entropic Desired Dynamics for Intrinsic Control NIPS 2021
When Is Generalizable Reinforcement Learning Tractable? NIPS 2021
Towards Robust Bisimulation Metric Learning NIPS 2021
Representation Learning for Event-based Visuomotor Policies NIPS 2021
Relational Learning to Capture the Dynamics and Sparsity of Knowledge Graphs AAAI 2021
Contrastive learning, multi-view redundancy, and linear models ALT 2021
What's the Best Place for an AI Conference, Vancouver or _______: Why Completing Comparative Questions is Difficult AAAI 2021
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021
Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021
Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training AAAI 2021
Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency Trees AAAI 2021
Segatron: Segment-Aware Transformer for Language Modeling and Understanding AAAI 2021
Fair Representations by Compression AAAI 2021