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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

PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning NIPS 2023
Disentanglement via Latent Quantization NIPS 2023
Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First NIPS 2023
Geodesic Multi-Modal Mixup for Robust Fine-Tuning NIPS 2023
Generalized Information-theoretic Multi-view Clustering NIPS 2023
Understanding and Improving Feature Learning for Out-of-Distribution Generalization NIPS 2023
Subclass-Dominant Label Noise: A Counterexample for the Success of Early Stopping NIPS 2023
xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data NIPS 2023
GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks NIPS 2023
Neural Functional Transformers NIPS 2023
Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision MLHC 2023
Provably Efficient Algorithm for Nonstationary Low-Rank MDPs NIPS 2023
A Partially-Supervised Reinforcement Learning Framework for Visual Active Search NIPS 2023
Distributional Policy Evaluation: a Maximum Entropy approach to Representation Learning NIPS 2023
Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning NIPS 2023
Learning World Models with Identifiable Factorization NIPS 2023
Ignorance is Bliss: Robust Control via Information Gating NIPS 2023
Reining Generalization in Offline Reinforcement Learning via Representation Distinction NIPS 2023
State-Action Similarity-Based Representations for Off-Policy Evaluation NIPS 2023
Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition NIPS 2023
$\texttt{TACO}$: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning NIPS 2023
Efficient Model-Free Exploration in Low-Rank MDPs NIPS 2023
State Sequences Prediction via Fourier Transform for Representation Learning NIPS 2023
Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space INTERSPEECH 2023
DuETT: Dual Event Time Transformer for Electronic Health Records MLHC 2023