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Representation Learning

4516 directly classified papers

Papers per year

Papers

Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling AAAI 2025
UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025
Scalable Trajectory-User Linking with Dual-Stream Representation Networks AAAI 2025
Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data AAAI 2025
ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025
Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025
Discrete Curvature Graph Information Bottleneck AAAI 2025
Generalization Analysis for Deep Contrastive Representation Learning AAAI 2025
Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025
Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling AAAI 2025
Enhancing Identity-Deformation Disentanglement in StyleGAN for One-Shot Face Video Re-Enactment AAAI 2025
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025
Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory CVPR 2025
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025
GCD-Sampling: A General Cross-scale Decoupled Sampling for Point Cloud AAAI 2025
Dis²Booth: Learning Image Distribution with Disentangled Features for Text-to-Image Diffusion Models AAAI 2025
EventPillars: Pillar-based Efficient Representations for Event Data AAAI 2025
Lifting Scheme-Based Implicit Disentanglement of Emotion-Related Facial Dynamics in the Wild AAAI 2025
Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples AAAI 2025
FineVQ: Fine-Grained User Generated Content Video Quality Assessment CVPR 2025
Closest Neighbors are Harmful for Lightweight Masked Auto-encoders CVPR 2025
Heterogeneous Skeleton-Based Action Representation Learning CVPR 2025
Decoupling Training-Free Guided Diffusion by ADMM CVPR 2025
STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation CVPR 2025
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025