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

Vision Mamba Mender NIPS 2024

Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition NIPS 2024

Monomial Matrix Group Equivariant Neural Functional Networks NIPS 2024

Learning Better Representations From Less Data For Propositional Satisfiability NIPS 2024

Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis NIPS 2024

Interactive Deep Clustering via Value Mining NIPS 2024

WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NIPS 2024

FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features NIPS 2024

End-to-end Learnable Clustering for Intent Learning in Recommendation NIPS 2024

Transferring disentangled representations: bridging the gap between synthetic and real images NIPS 2024

How does Gradient Descent Learn Features --- A Local Analysis for Regularized Two-Layer Neural Networks NIPS 2024

Learning to Shape In-distribution Feature Space for Out-of-distribution Detection NIPS 2024

RedEx: Beyond Fixed Representation Methods via Convex Optimization ALT 2024

Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning CVPR 2024

Let’s Start Over: Retraining with Selective Samples for Generalized Category Discovery IJCAI 2024

Deciphering the Projection Head: Representation Evaluation Self-supervised Learning IJCAI 2024

HIMap: HybrId Representation Learning for End-to-end Vectorized HD Map Construction CVPR 2024

Learning Hierarchy-Enhanced POI Category Representations Using Disentangled Mobility Sequences IJCAI 2024

CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles ACL 2024

NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning CVPR 2024

Gender Identity in Pretrained Language Models: An Inclusive Approach to Data Creation and Probing EMNLP 2024

Causal Estimation of Memorisation Profiles ACL 2024

Long-tailed Object Detection Pretraining: Dynamic Rebalancing Contrastive Learning with Dual Reconstruction NIPS 2024

Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology CVPR 2024

GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following AAAI 2024