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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

PolCLIP: A Unified Image-Text Word Sense Disambiguation Model via Generating Multimodal Complementary Representations ACL 2024
Spectral Filters, Dark Signals, and Attention Sinks ACL 2024
Region-Based Representations Revisited CVPR 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding CVPR 2024
LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling CVPR 2024
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics ACL 2024
Unintended Impacts of LLM Alignment on Global Representation ACL 2024
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