Representation Learning

Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning ICML 2025 Learning Anatomy-Disease Entangled Representation WACV 2025 Learning and aligning single-neuron invariance manifolds in visual cortex ICLR 2025 Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods ICLR 2025 Learning A Unified Template for Gait Recognition ICCV 2025 Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation CVPR 2025 Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025 Learning Chaos In A Linear Way ICLR 2025 Learning Color Equivariant Representations ICLR 2025 Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025 Learning conditional distributions on continuous spaces JMLR 2025 Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025 Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses AAAI 2025 Learning Deep Illumination-Robust Features from Multispectral Filter Array Images WACV 2025 Learning Disentangled Equivariant Representation for Explicitly Controllable 3D Molecule Generation AAAI 2025 Learning Distances from Data with Normalizing Flows and Score Matching ICML 2025 Learning Distribution-wise Control in Representation Space for Language Models ICML 2025 Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025 Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval AAAI 2025 Learning Efficient and Generalizable Human Representation with Human Gaussian Model ICCV 2025 Learning Efficient Positional Encodings with Graph Neural Networks ICLR 2025 Learning Equivariant Non-Local Electron Density Functionals ICLR 2025 Learning Extremely High Density Crowds as Active Matters CVPR 2025 Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025 Learning Fine-Grained Representations through Textual Token Disentanglement in Composed Video Retrieval ICLR 2025