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Representation Learning

18863 directly classified papers

Papers per year

Papers

Score-Based Model for Low-Rank Tensor Recovery AAAI 2026
Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI 2026
Statistically Robust Sparse High-order Interaction Model AAAI 2026
Intervention-Aware Time Series Modeling: Capturing and Evaluating Feature Dependencies AAAI 2026
Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification WACV 2026
ISALux: Illumination and Semantics-Aware Transformer Employing Mixture of Experts for Low Light Image Enhancement WACV 2026
QCFace: Image Quality Control for boosting Face Representation & Recognition WACV 2026
Learning Spatio-temporal Feature Representations for Video-based Gaze Estimation WACV 2026
Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients WACV 2026
Structured Context Learning for Generic Event Boundary Detection WACV 2026
Revisiting Vision-Language Foundations for No-Reference Image Quality Assessment WACV 2026
A Dataset and Framework for Learning State-invariant Object Representations WACV 2026
Anatomy-VLM: A Fine-grained Vision-Language Model for Medical Interpretation WACV 2026
Beyond Real Weights: Hypercomplex Representations for Stable Quantization WACV 2026
Lorentz Entailment Cone for Semantic Segmentation WACV 2026
Ordinal-Aware Multimodal Engagement Recognition for Collaborative Learning WACV 2026
LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization WACV 2026
Odo: Depth-Guided Diffusion for Identity-Preserving Body Reshaping WACV 2026
mmWEAVER: Environment-Specific mmWave Signal Synthesis from a Photo and Activity Description WACV 2026
SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation WACV 2026
Denoise, Divide, Distill, and Predict (D3P): Towards Forecasting Long-horizon Real-world Anomaly from Normalcy WACV 2026
RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph WACV 2026
TiCLS: Tightly Coupled Language Text Spotter WACV 2026
LVM-Lite: Training Large Vision Models with Efficient Sequential Modeling WACV 2026
Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026