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

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

Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025

Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention IJCNLP 2025

Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025

Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025

CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025

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

Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025

FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning CVPR 2025

A Practical Method for Generating String Counterfactuals NAACL 2025

Statistical inference on black-box generative models in the data kernel perspective space ACL 2025

Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025

STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025

SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse NAACL 2025

Addressing Representation Collapse in Vector Quantized Models with One Linear Layer ICCV 2025

CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression AAAI 2025

From Linearity to Non-Linearity: How Masked Autoencoders Capture Spatial Correlations ICCV 2025

Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps ACL 2025

Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning CVPR 2025

OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning CVPR 2024

Building Vision-Language Models on Solid Foundations with Masked Distillation CVPR 2024

ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images CVPR 2024

Classes Are Not Equal: An Empirical Study on Image Recognition Fairness CVPR 2024

Neural Clustering based Visual Representation Learning CVPR 2024