Representation Learning

Rethinking Long-tailed Dataset Distillation: A Uni-Level Framework with Unbiased Recovery and Relabeling AAAI 2026 Rethink Representation Learning for Questionnaire Data AAAI 2026 ReTrack: Evidence-Driven Dual-Stream Directional Anchor Calibration Network for Composed Video Retrieval AAAI 2026 Revealing the Invisible: Latent Structure Modeling for Semantically Consistent Cloud Removal AAAI 2026 Revisiting Contrastive Learning in Collaborative Filtering via Parallel Graph Filters AAAI 2026 Revisiting the Canonicalization for Fast and Accurate Crystal Tensor Property Prediction AAAI 2026 Revisiting Unknowns: Towards Effective and Efficient Open-Set Active Learning CVPR 2026 Revisiting Vision-Language Foundations for No-Reference Image Quality Assessment WACV 2026 Reviving Unsupervised Optical Flow: Concept Reevaluation, Multi-Scale Advances and Full Open-Source Release WACV 2026 Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction AAAI 2026 Riemannian Manifold Learning for Stackelberg Games with Neural Flow Representations AAAI 2026 Right Looks, Wrong Reasons: Compositional Fidelity in Text-to-Image Generation AAAI 2026 RMSAGen: Integrating Multiple Sequence Alignment for Function RNA Design AAAI 2026 Robust Domain Adaptive Hashing via Structural Noise Modeling and Correction AAAI 2026 Robust Integrative Analysis of Multi-omics Datasets via Nuclear-norm Maximization AAAI 2026 Robust Multimodal Emotion Recognition from Incomplete Modalities via Query-Based Unimodal and Cross-Modal Learning WACV 2026 Robust Scene Coordinate Regression via Geometrically-Consistent Global Descriptors WACV 2026 RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction AAAI 2026 RTMol: Rethinking Molecule-text Alignment in a Round-trip View AAAI 2026 R-Tuning: Wavelet-Decomposed Replay and Semantic Alignment for Continual Adaptation of Pretrained Time-Series Models AAAI 2026 S³: Spiking Neurons as an Isolating Segmenter for Brain Signal Decoding AAAI 2026 SACodec: Asymmetric Quantization with Semantic Anchoring for Low-Bitrate High-Fidelity Neural Speech Codecs AAAI 2026 SAGE: Structured Attribute-Guided Enhancement for GZSL AAAI 2026 SAR-DisentDM: A Semantic-Disentangled Diffusion Model for Limited-Data SAR Image Synthesis AAAI 2026 SasMamba: A Lightweight Structure-Aware Stride State Space Model for 3D Human Pose Estimation WACV 2026