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

Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering IJCAI 2025

Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective IJCAI 2025

A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering CVPR 2025

Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CONLL 2025

When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach CVPR 2025

Query Efficient Black-Box Visual Prompting with Subspace Learning CVPR 2025

LawToken: a single token worth more than its constituents CONLL 2025

Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning CVPR 2025

Graph Embedded Contrastive Learning for Multi-View Clustering IJCAI 2025

De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation CVPR 2025

Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025

Improved Sparse Upcycling for Instruction Tuning COLING 2025

GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification COLING 2025

StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment IJCAI 2025

Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025

Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025

SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025

Balance-Aware Sequence Sampling Makes Multi-Modal Learning Better IJCAI 2025

General Incomplete Time Series Analysis via Patch Dropping Without Imputation IJCAI 2025

GeCC: Generalized Contrastive Clustering with Domain Shifts Modeling AAAI 2025

Debiased Active Learning with Variational Gradient Rectifier AAAI 2025

Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales AAAI 2025

Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering AAAI 2025

DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing IJCAI 2025

How Not to Stitch Representations to Measure Similarity: Task Loss Matching Versus Direct Matching AAAI 2025