Representation Learning

Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling AAAI 2025 Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025 Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks AAAI 2025 GeoBEV: Learning Geometric BEV Representation for Multi-view 3D Object Detection AAAI 2025 Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset AAAI 2025 Geometric Representation Condition Improves Equivariant Molecule Generation ICML 2025 Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025 GFlow: Recovering 4D World from Monocular Video AAAI 2025 GIF: Generative Inspiration for Face Recognition at Scale CVPR 2025 GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation CVPR 2025 Global Context-aware Representation Learning for Spatially Resolved Transcriptomics ICML 2025 Global Convergence and Rich Feature Learning in L-Layer Infinite-Width Neural Networks under μ Parametrization ICML 2025 Graph Mediator Networks Bridging Local and Global Semantics via Serial Message Passing ACML 2025 GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts AAAI 2025 Graph Structure Refinement with Energy-based Contrastive Learning AAAI 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking ACL 2025 Heatmap Regression without Soft-Argmax for Facial Landmark Detection ICCV 2025 Heterogeneous Graph Neural Network on Semantic Tree AAAI 2025 Heterogeneous Skeleton-Based Action Representation Learning CVPR 2025 Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025 High-Dimensional Interlingual Representations of Large Language Models ACL 2025 High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression Algorithm CVPR 2025 HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025 H-MoRe: Learning Human-centric Motion Representation for Action Analysis CVPR 2025