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

Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction AAAI 2025

Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025

Seeing Beyond Noise: Joint Graph Structure Evaluation and Denoising for Multimodal Recommendation AAAI 2025

A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025

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

Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025

A Practical Method for Generating String Counterfactuals NAACL 2025

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

Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025

Multi-view Granular-ball Contrastive Clustering AAAI 2025

SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025

Harnessing Text-to-Image Diffusion Models for Point Cloud Self-Supervised Learning ICCV 2025

Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025

Sparse Fine-Tuning of Transformers for Generative Tasks ICCV 2025

Hierarchical Vector Quantization for Unsupervised Action Segmentation AAAI 2025

Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025

Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025

FakeDiffer: Distributional Disparity Learning on Differentiated Reconstruction for Face Forgery Detection AAAI 2025

USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation AAAI 2025

REPEAT: Improving Uncertainty Estimation in Representation Learning Explainability AAAI 2025

Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation AAAI 2025

ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025

Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation ACL 2025

How Programming Concepts and Neurons Are Shared in Code Language Models ACL 2025