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Representation Learning

18863 directly classified papers

Papers per year

Papers

DDS: Decoupled Dynamic Scene-Graph Generation Network WACV 2025
TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning ICCV 2025
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding ICCV 2025
GARF: Learning Generalizable 3D Reassembly for Real-World Fractures ICCV 2025
Language Pre-training Guided Masking Representation Learning for Time Series Classification AAAI 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025
Correlation-Attention Masked Temporal Transformer for User Identity Linkage Using Heterogeneous Mobility Data AAAI 2025
GECO: Geometrically Consistent Embedding with Lightspeed Inference ICCV 2025
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models WACV 2025
Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025
DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation ICCV 2025
Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction ICCV 2025
Investigating Relational State Abstraction in Collaborative MARL AAAI 2025
Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025
Activation Subspaces for Out-of-Distribution Detection ICCV 2025
Fine-Grained 3D Gaussian Head Avatars Modeling from Static Captures via Joint Reconstruction and Registration ICCV 2025
Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025
Investigating Psychometric Predictive Power of Syntactic Attention ACL 2025
Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025
"Principal Components" Enable A New Language of Images ICCV 2025
Boosting Protein Graph Representations through Static-Dynamic Fusion ICML 2025
Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025
Imagine: Image-Guided 3D Part Assembly with Structure Knowledge Graph AAAI 2025
Laboring on less labors: RPCA Paradigm for Pan-sharpening ICCV 2025
MS-Glance: Bio-Inspired Non-Semantic Context Vectors and their Applications in Supervising Image Reconstruction WACV 2025