Representation Learning

OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints CVPR 2025 On choosing the vehicles of metaphors without a body: evidence from Large Language Models ACL 2025 On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning ICLR 2025 One2Any: One-Reference 6D Pose Estimation for Any Object CVPR 2025 One Encoder to Rule them All: Representation Learning for Model-free Visual Reinforcement Learning using Fourier Neural Operators ICCV 2025 One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework ICML 2025 One Node One Model: Featuring the Missing-Half for Graph Clustering AAAI 2025 On Entity Identification in Language Models ACL 2025 One-shot 3D Object Canonicalization based on Geometric and Semantic Consistency CVPR 2025 On Explaining Equivariant Graph Networks via Improved Relevance Propagation ICML 2025 On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process WACV 2025 On Linear Representations and Pretraining Data Frequency in Language Models ICLR 2025 Online Fraud Detection via Test-Time Retrieval-Based Representation Enrichment AAAI 2025 On Measuring Long-Range Interactions in Graph Neural Networks ICML 2025 On Neural BRDFs: A Thorough Comparison of State-of-the-Art Approaches WACV 2025 On Oversquashing in Graph Neural Networks Through the Lens of Dynamical Systems AAAI 2025 On Probabilistic Embeddings in Optimal Dimension Reduction JMLR 2025 On Support Samples of Next Word Prediction ACL 2025 On the Acquisition of Shared Grammatical Representations in Bilingual Language Models ACL 2025 On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models NAACL 2025 On the Approximation of Kernel functions JMLR 2025 On the Benefits of Attribute-Driven Graph Domain Adaptation ICLR 2025 On the Correspondence between the Squared Norm and Information Content in Text Embeddings EMNLP 2025 On the Feature Learning in Diffusion Models ICLR 2025 On the Fourier analysis in the SO(3) space : the EquiLoPO Network ICLR 2025