Representation Learning

A Deep Learning Method for Document Shadow Removal with Sobel Prior under Mask Supervision AAAI 2025 A Differentiable Rank-Based Objective for Better Feature Learning ICLR 2025 A Distributional Perspective on Word Learning in Neural Language Models NAACL 2025 Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks IJCAI 2025 Advancing Graph Generation through Beta Diffusion ICLR 2025 Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution AAAI 2025 Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge ICML 2025 Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency CVPR 2025 Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings ICLR 2025 Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025 A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025 AFFAKT: A Hierarchical Optimal Transport Based Method for Affective Facial Knowledge Transfer in Video Deception Detection AAAI 2025 AFiRe: Anatomy-Driven Self-Supervised Learning for Fine-Grained Representation in Radiographic Images AAAI 2025 After the Party: Navigating the Mapping From Color to Ambient Lighting ICCV 2025 A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization EMNLP 2025 AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment Classification COLING 2025 A General Adaptive Dual-level Weighting Mechanism for Remote Sensing Pansharpening CVPR 2025 A General Framework for Producing Interpretable Semantic Text Embeddings ICLR 2025 A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025 A Generative Framework for Personalized Sticker Retrieval EMNLP 2025 Agent Workflow Memory ICML 2025 A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models EMNLP 2025 Agreement aware and dissimilarity oriented GLOM ICCV 2025 A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention ICCV 2025 A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation COLING 2025