Representation Learning

LC-Mamba: Local and Continuous Mamba with Shifted Windows for Frame Interpolation CVPR 2025 Learnable Spatial-Temporal Positional Encoding for Link Prediction ICML 2025 Learning Along the Arrow of Time: Hyperbolic Geometry for Backward-Compatible Representation Learning ICML 2025 Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation CVPR 2025 Learning Causal Response Representations through Direct Effect Analysis UAI 2025 Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses AAAI 2025 Learning curves theory for hierarchically compositional data with power-law distributed features ICML 2025 Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space ICCV 2025 Learning from Streaming Video with Orthogonal Gradients CVPR 2025 Learning Graph Node Embeddings by Smooth Pair Sampling AISTATS 2025 Learning Input Encodings for Kernel-Optimal Implicit Neural Representations ICML 2025 Learning More Expressive General Policies for Classical Planning Domains AAAI 2025 Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion AAAI 2025 Learning Neural Scene Representation from iToF Imaging ICCV 2025 Learning Optimal Prosody Embedding Codebook based on F0 and Energy Interspeech 2025 Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025 Learning to Quantize for Training Vector-Quantized Networks ICML 2025 Learning Trajectories of Figurative Language for Pre-Trained Language Models EMNLP 2025 Learning View-invariant World Models for Visual Robotic Manipulation ICLR 2025 Learning Visual-Semantic Hierarchical Attribute Space for Interpretable Open-Set Recognition WACV 2025 Learning Visual-Semantic Subspace Representations AISTATS 2025 Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks EMNLP 2025 Learnware Specification via Label-Aware Neural Embedding AAAI 2025 LEAVES: Learning Views for Time-Series Biobehavioral Data in Contrastive Learning MLHC 2025 Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025