Representation Learning

Disentangling Preference Representation and Text Generation for Efficient Individual Preference Alignment COLING 2025 Disentangling Representations through Multi-task Learning ICLR 2025 Disentangling Tabular Data Towards Better One-Class Anomaly Detection AAAI 2025 Disentangling the Roles of Representation and Selection in Data Pruning ACL 2025 DisPose: Disentangling Pose Guidance for Controllable Human Image Animation ICLR 2025 Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms ICML 2025 Distance between Relevant Information Pieces Causes Bias in Long-Context LLMs ACL 2025 Distilling A Universal Expert from Clustered Federated Learning IJCAI 2025 Distilling Dataset into Neural Field ICLR 2025 Distilling On-device Language Models for Robot Planning with Minimal Human Intervention CoRL 2025 Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment CVPR 2025 Distilling Structural Representations into Protein Sequence Models ICLR 2025 Dist Loss: Enhancing Regression in Few-Shot Region through Distribution Distance Constraint ICLR 2025 Distributional Associations vs In-Context Reasoning: A Study of Feed-forward and Attention Layers ICLR 2025 Distribution-Driven Dense Retrieval: Modeling Many-to-One Query-Document Relationship AAAI 2025 Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce EMNLP 2025 Dive into Aerial Remote Sensing Underwater Depth Estimation with Hyperspectral Imagery AAAI 2025 DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows CVPR 2025 Diverse Rare Sample Generation with Pretrained GANs AAAI 2025 Divot: Diffusion Powers Video Tokenizer for Comprehension and Generation CVPR 2025 DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis AAAI 2025 DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment EMNLP 2025 DnDScore: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation EMNLP 2025 DocMMIR: A Framework for Document Multi-modal Information Retrieval EMNLP 2025 Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025