Representation Learning

AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation ICCV 2025 Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting AAAI 2025 AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation CVPR 2025 A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025 A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation NAACL 2025 A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis ICLR 2025 An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction ACL 2025 Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025 Analytical Construction on Geometric Architectures: Transitioning from Static to Temporal Link Prediction ICML 2025 Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ACL 2025 Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices COLING 2025 Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025 Analyzing the Attention Heads for Pronoun Disambiguation in Context-aware Machine Translation Models COLING 2025 Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025 An analytic theory of creativity in convolutional diffusion models ICML 2025 An Association-based Fusion Method for Speech Enhancement IJCAI 2025 An Automated LLM-based Pipeline for Asset-Level Database Creation to Assess Deforestation Impact ACL 2025 AnCast++: Document-Level Evaluation of Graph-based Meaning Representations ACL 2025 Anchor Learning with Potential Cluster Constraints for Multi-view Clustering AAAI 2025 An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025 An Evaluation of Approaches to Train Embeddings for Logical Inference (Student Abstract) AAAI 2025 A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025 A New Formulation of Zipf’s Meaning-Frequency Law through Contextual Diversity ACL 2025 An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels ICLR 2025 An in depth look at the Procrustes-Wasserstein distance: properties and barycenters ICML 2025