Representation Learning

MF-LAL: Drug Compound Generation Using Multi-Fidelity Latent Space Active Learning ICML 2025 MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation WACV 2025 Mind the Gap: a Spectral Analysis of Rank Collapse and Signal Propagation in Attention Layers ICML 2025 Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking ACL 2025 Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025 MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025 Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025 Moment Quantization for Video Temporal Grounding ICCV 2025 Motif-aware Graph Neural Networks for Networked Time Series Imputation AAAI 2025 Multi-Attribute Steering of Language Models via Targeted Intervention ACL 2025 Multi-axis Prompt and Multi-dimension Fusion Network for All-in-one Weather-degraded Image Restoration AAAI 2025 Multi-Branch Self-Drafting for LLM Inference Acceleration AAAI 2025 Multimodal Fine-Grained Apparent Personality Trait Recognition: Joint Modeling of Big Five and Questionnaire Item-level Scores AAAI 2025 Multiple Feature Refining Network for Visual Emotion Distribution Learning AAAI 2025 Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation WACV 2025 Multiview Equivariance Improves 3D Correspondence Understanding with Minimal Feature Finetuning ICLR 2025 Multi-view-guided Passage Reranking with Large Language Models EMNLP 2025 MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025 Navigating Image Restoration with VAR's Distribution Alignment Prior CVPR 2025 Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings ACL 2025 NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval CVPR 2025 NETracer: A Topology-Aware Iterative Tracing Approach for Tubular Structure Extraction ICCV 2025 Neural Temporal Point Processes for Forecasting Directional Relations in Evolving Hypergraphs AAAI 2025 Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025 Neurodyne: Neural Pitch Manipulation with Representation Learning and Cycle-Consistency GAN Interspeech 2025