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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

Generalist: Decoupling Natural and Robust Generalization CVPR 2023
Mutual Information-Based Temporal Difference Learning for Human Pose Estimation in Video CVPR 2023
Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning CVPR 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation EMNLP 2023
Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023
Investigating Online Community Engagement through Stancetaking EMNLP 2023
Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning EMNLP 2023
Probing LLMs for Joint Encoding of Linguistic Categories EMNLP 2023
VISTA: Visual-Textual Knowledge Graph Representation Learning EMNLP 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
Unleashing the Power of Language Models in Text-Attributed Graph EMNLP 2023
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
DocSplit: Simple Contrastive Pretraining for Large Document Embeddings EMNLP 2023
Learning Dynamic Representations for Discourse Dependency Parsing EMNLP 2023
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation EMNLP 2023
Contrastive Pre-training for Personalized Expert Finding EMNLP 2023
KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment EMNLP 2023
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction NIPS 2023
LART: Neural Correspondence Learning with Latent Regularization Transformer for 3D Motion Transfer NIPS 2023
Modulated Neural ODEs NIPS 2023
SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction NIPS 2023
Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes NIPS 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models NIPS 2023
Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback NIPS 2023