Representation Learning

Polarimetric Neural Field via Unified Complex-Valued Wave Representation ICCV 2025 Polarity inversion operators in PLM CoNLL 2025 Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications ICML 2025 PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph ICLR 2025 PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes NAACL 2025 Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs EMNLP 2025 Population Transformer: Learning Population-level Representations of Neural Activity ICLR 2025 Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset AAAI 2025 PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model AAAI 2025 Positional Encoding meets Persistent Homology on Graphs ICML 2025 Potential Field Based Deep Metric Learning CVPR 2025 Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025 Preacher: Paper-to-Video Agentic System ICCV 2025 Predicate Hierarchies Improve Few-Shot State Classification ICLR 2025 Predicting the Original Appearance of Damaged Historical Documents AAAI 2025 Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models NAACL 2025 Prediction Hubs are Context-Informed Frequent Tokens in LLMs ACL 2025 Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach AAAI 2025 Predictive Performance of Deep Quantum Data Re-uploading Models ICML 2025 Preference Identification by Interaction Overlap for Bundle Recommendation IJCAI 2025 Premise-Augmented Reasoning Chains Improve Error Identification in Math reasoning with LLMs ICML 2025 Preserving Diversity in Supervised Fine-Tuning of Large Language Models ICLR 2025 Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers EMNLP 2025 Pretrained Reversible Generation as Unsupervised Visual Representation Learning ICCV 2025 PrimeX: A Dataset of Worldview, Opinion, and Explanation EMNLP 2025