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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

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
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss NIPS 2023
Scaling Riemannian Diffusion Models NIPS 2023
Parts of Speech–Grounded Subspaces in Vision-Language Models NIPS 2023
Cross-modal Active Complementary Learning with Self-refining Correspondence NIPS 2023
A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions NIPS 2023
Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023
DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions NIPS 2023