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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

Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023
Fine-Grained Retrieval Prompt Tuning AAAI 2023
FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023
Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition ICML 2023
Reinforcement Learning from Passive Data via Latent Intentions ICML 2023
Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP ICML 2023
Reinforcement Learning in Low-rank MDPs with Density Features ICML 2023
Principled Offline RL in the Presence of Rich Exogenous Information ICML 2023
RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution ICML 2023
LIV: Language-Image Representations and Rewards for Robotic Control ICML 2023
Representation Learning with Multi-Step Inverse Kinematics: An Efficient and Optimal Approach to Rich-Observation RL ICML 2023
Representation-Driven Reinforcement Learning ICML 2023
Discovering Object-Centric Generalized Value Functions From Pixels ICML 2023
Predictable MDP Abstraction for Unsupervised Model-Based RL ICML 2023
Towards a better understanding of representation dynamics under TD-learning ICML 2023
CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling ICML 2023
Learning Belief Representations for Partially Observable Deep RL ICML 2023
White-Box Transformers via Sparse Rate Reduction NIPS 2023
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks NIPS 2023
CODA: Generalizing to Open and Unseen Domains with Compaction and Disambiguation NIPS 2023
Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023
Data Imputation with Iterative Graph Reconstruction AAAI 2023
Progressive Deep Multi-View Comprehensive Representation Learning AAAI 2023
Contrastive Open Set Recognition AAAI 2023