Representation Learning

Noise-Guided Predicate Representation Extraction and Diffusion-Enhanced Discretization for Scene Graph Generation ICML 2025 NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning AAAI 2025 Noise-powered Multi-modal Knowledge Graph Representation Framework COLING 2025 Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory CVPR 2025 NoLiMa: Long-Context Evaluation Beyond Literal Matching ICML 2025 Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025 Nonlinear Sequence Embedding by Monotone Variational Inequality ICLR 2025 Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders CVPR 2025 Nonparametric Factor Analysis and Beyond AISTATS 2025 Nonparametric Identification of Latent Concepts ICML 2025 Nonparametric Modern Hopfield Models ICML 2025 Norm of Mean Contextualized Embeddings Determines their Variance COLING 2025 Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models EMNLP 2025 Not all Hallucinations are Good to Throw Away When it Comes to Legal Abstractive Summarization NAACL 2025 Not All Language Model Features Are One-Dimensionally Linear ICLR 2025 Not Lost After All: How Cross-Encoder Attribution Challenges Position Bias Assumptions in LLM Summarization EMNLP 2025 Number Cookbook: Number Understanding of Language Models and How to Improve It ICLR 2025 Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation CVPR 2025 ObjectReact: Learning Object-Relative Control for Visual Navigation CoRL 2025 OCRT: Boosting Foundation Models in the Open World with Object-Concept-Relation Triad CVPR 2025 ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks AAAI 2025 Odysseus Navigates the Sirens’ Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation ACL 2025 OLMD: Orientation-aware Long-term Motion Decoupling for Continuous Sign Language Recognition AAAI 2025 OmniAudio: Generating Spatial Audio from 360-Degree Video ICML 2025 Omni-ID: Holistic Identity Representation Designed for Generative Tasks CVPR 2025