Representation Learning

PEINR: A Physics-enhanced Implicit Neural Representation for High-Fidelity Flow Field Reconstruction ICML 2025 PEMV: Improving Spatial Distribution for Emotion Recognition in Conversations Using Proximal Emotion Mean Vectors NAACL 2025 PEPE: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings EMNLP 2025 Perception in Reflection ICML 2025 Perceptual Inductive Bias Is What You Need Before Contrastive Learning CVPR 2025 Performing Defocus Deblurring by Modeling its Formation Process ICCV 2025 PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor IJCAI 2025 Peri-LN: Revisiting Normalization Layer in the Transformer Architecture ICML 2025 PeriodWave: Multi-Period Flow Matching for High-Fidelity Waveform Generation ICLR 2025 Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying ICML 2025 Perm: A Parametric Representation for Multi-Style 3D Hair Modeling ICLR 2025 Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025 Persistent Topological Features in Large Language Models ICML 2025 Personalized Clustering via Targeted Representation Learning AAAI 2025 Personalized Convolutional Dictionary Learning of Physiological Time Series AISTATS 2025 Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning AAAI 2025 Personalized Generation In Large Model Era: A Survey ACL 2025 Personalized Representation from Personalized Generation ICLR 2025 PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification AAAI 2025 Personalize Your LLM: Fake it then Align it NAACL 2025 PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization ACL 2025 PeSANet: Physics-encoded Spectral Attention Network for Simulating PDE-Governed Complex Systems IJCAI 2025 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025 PGRID: Power Grid Reconstruction in Informal Developments using High-Resolution Aerial Imagery WACV 2025 PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis ICLR 2025