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Representation Learning

18863 directly classified papers

Papers per year

Papers

MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025
GARF: Learning Generalizable 3D Reassembly for Real-World Fractures ICCV 2025
Multiplex Graph Representation Learning with Homophily and Consistency AAAI 2025
GECO: Geometrically Consistent Embedding with Lightspeed Inference ICCV 2025
Dynamic Multi-Interest Graph Neural Network for Session-Based Recommendation AAAI 2025
Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025
TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning ICCV 2025
UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments ICCV 2025
DDS: Decoupled Dynamic Scene-Graph Generation Network WACV 2025
Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction ICCV 2025
Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025
Fine-Grained 3D Gaussian Head Avatars Modeling from Static Captures via Joint Reconstruction and Registration ICCV 2025
Activation Subspaces for Out-of-Distribution Detection ICCV 2025
GeoAggregator: An Efficient Transformer Model for Geo-Spatial Tabular Data AAAI 2025
DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation ICCV 2025
Laboring on less labors: RPCA Paradigm for Pan-sharpening ICCV 2025
LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation AAAI 2025
Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025
I2VControl: Disentangled and Unified Video Motion Synthesis Control ICCV 2025
Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025
TicTac: Time-aware Supervised Fine-tuning for Automatic Text Dating ACL 2025
Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs AAAI 2025
Flow Stochastic Segmentation Networks ICCV 2025
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding ICCV 2025
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models WACV 2025