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Representation Learning

18863 directly classified papers

Papers per year

Papers

FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction AAAI 2025
RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction AAAI 2025
Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations AAAI 2025
MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights AAAI 2025
WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network AAAI 2025
Planning with Diffusion Models for Target-Oriented Dialogue Systems ACL 2025
The Master Key Filters Hypothesis: Deep Filters Are General AAAI 2025
Enhancing Identity-Deformation Disentanglement in StyleGAN for One-Shot Face Video Re-Enactment AAAI 2025
Plug-and-Play Tri-Branch Invertible Block for Image Rescaling AAAI 2025
Boosting Image De-Raining via Central-Surrounding Synergistic Convolution AAAI 2025
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models AAAI 2025
Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based NAACL 2025
Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025
Towards More Discriminative Feature Learning in SNNs with Temporal-Self-Erasing Supervision AAAI 2025
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning CVPR 2025
Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video CVPR 2025
Heterogeneous Skeleton-Based Action Representation Learning CVPR 2025
Joint Class-level and Instance-level Relationship Modeling for Novel Class Discovery AAAI 2025
DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows CVPR 2025
LLMs Can Compensate for Deficiencies in Visual Representations EMNLP 2025
Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization EMNLP 2025
Can GRPO Boost Complex Multimodal Table Understanding? EMNLP 2025
FIRM: Flexible Interactive Reflection ReMoval AAAI 2025
Diverse Rare Sample Generation with Pretrained GANs AAAI 2025
PhysDiff: Physiology-based Dynamicity Disentangled Diffusion Model for Remote Physiological Measurement AAAI 2025