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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

Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions CVPR 2025
Improve Representation for Imbalanced Regression through Geometric Constraints CVPR 2025
A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025
Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement AAAI 2025
ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025
Learning from Streaming Video with Orthogonal Gradients CVPR 2025
De^2Gaze: Deformable and Decoupled Representation Learning for 3D Gaze Estimation CVPR 2025
GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025
FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning CVPR 2025
UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs ACL 2025
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025
Verbalized Representation Learning for Interpretable Few-Shot Generalization ICCV 2025
Hypergraph Clustering Network with Partial Attribute Imputation ICCV 2025
Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder AAAI 2025
From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations ICCV 2025
Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025
Controllable Style Arithmetic with Language Models ACL 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025
DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation AAAI 2025
Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025
When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025
An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025