Representation Learning

Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025 Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models EMNLP 2025 Uncertainty-Based Extensible Codebook for Discrete Federated Learning in Heterogeneous Data Silos ICML 2025 UnCommon Objects in 3D CVPR 2025 Understanding Subword Compositionality of Large Language Models EMNLP 2025 Understanding the Forgetting of (Replay-based) Continual Learning via Feature Learning: Angle Matters ICML 2025 Understanding the Repeat Curse in Large Language Models from a Feature Perspective ACL 2025 Understanding Verbatim Memorization in LLMs Through Circuit Discovery ACL 2025 UniDxMD: Towards Unified Representation for Cross-Modal Unsupervised Domain Adaptation in 3D Semantic Segmentation ICCV 2025 UNIS: A Unified Framework for Achieving Unbiased Neural Implicit Surfaces in Volume Rendering ICCV 2025 UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025 Universal Semantic Disentangled Privacy-preserving Speech Representation Learning Interspeech 2025 Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025 UPP: Unified Point-Level Prompting for Robust Point Cloud Analysis ICCV 2025 VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025 v-CLR: View-Consistent Learning for Open-World Instance Segmentation CVPR 2025 VI^3NR: Variance Informed Initialization for Implicit Neural Representations CVPR 2025 VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models ICML 2025 VTGaussian-SLAM: RGBD SLAM for Large Scale Scenes with Splatting View-Tied 3D Gaussians ICML 2025 WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025 Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation AAAI 2025 Weakly Supervised Anomaly Detection via Dual-Tailed Kernel ICML 2025 Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025 Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion CVPR 2025 Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning ACL 2025