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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

Prototypical Reward Network for Data-Efficient RLHF ACL 2024
Towards Generalizing to Unseen Domains with Few Labels CVPR 2024
BigGait: Learning Gait Representation You Want by Large Vision Models CVPR 2024
Targeted Representation Alignment for Open-World Semi-Supervised Learning CVPR 2024
Unified Language-driven Zero-shot Domain Adaptation CVPR 2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning CVPR 2024
A Unified Framework for Human-centric Point Cloud Video Understanding CVPR 2024
Deep anytime-valid hypothesis testing AISTATS 2024
Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024
Low-rank MDPs with Continuous Action Spaces AISTATS 2024
Towards Practical Non-Adversarial Distribution Matching AISTATS 2024
Desiderata for Representation Learning: A Causal Perspective JMLR 2024
A Critical Study of What Code-LLMs (Do Not) Learn ACL 2024
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation ACL 2024
A Meta-Learning Perspective on Transformers for Causal Language Modeling ACL 2024
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models ACL 2024
Hamiltonian GAN L4DC 2024
Neural Collapse for Unconstrained Feature Model under Cross-entropy Loss with Imbalanced Data JMLR 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024
Model-Free Representation Learning and Exploration in Low-Rank MDPs JMLR 2024
Studying the Interplay between Information Loss and Operation Loss in Representations for Classification JMLR 2024
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance ACL 2024
Towards the TopMost: A Topic Modeling System Toolkit ACL 2024
Fine-Tuning Pre-Trained Language Models with Gaze Supervision ACL 2024
PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024