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Representation Learning

18863 directly classified papers

Papers per year

Papers

Signal Enhancement via Multi-view Dynamic Representation and Alignment-aware Fusion AAAI 2026
DANS-KGC: Diffusion Based Adaptive Negative Sampling for Knowledge Graph Completion AAAI 2026
TimeCAP: A Channel-Aware Pre-Training Framework for Multivariate Time Series Forecasting AAAI 2026
Formal Abductive Latent Explanations for Prototype-Based Networks AAAI 2026
Multi-View Clustering with Granularity-Aware Pseudo Supervision AAAI 2026
Error Slice Discovery via Manifold Compactness AAAI 2026
USE: A Unified Model for Universal Sound Separation and Extraction AAAI 2026
WhisperDiari: A Whisper-Based Speaker Diarization Framework in Token Space Leveraging Semantic and Speaker Information for Better Text Adaptability AAAI 2026
Right Looks, Wrong Reasons: Compositional Fidelity in Text-to-Image Generation AAAI 2026
Feature Hallucination for Self-supervised Action Recognition (Abstract Reprint) 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
Hierarchical Reinforcement Learning with Topology-Aware Exploration Framework for Multi-path Commodity Flow Problem AAAI 2026