Self-Supervised Learning

PointChain: Learning Generalizable Point Cloud Representations via Structural Chain Modeling AAAI 2026 PointMC: Multi-view Consistent Encoding and Center-Global Feature Fusion for Point Clouds Understanding AAAI 2026 Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport WACV 2026 QSTN: A Modular Framework for Robust Questionnaire Inference with Large Language Models EACL 2026 Quality-aware and Soft Consistency Driven Representation Fusion for Incomplete Multi-view Multi-label Classification AAAI 2026 QuanTaxo: A Quantum Approach to Self-Supervised Taxonomy Expansion AAAI 2026 RAC-DMVC: Reliability-Aware Contrastive Deep Multi-View Clustering Under Multi-Source Noise AAAI 2026 RadarMP: Motion Perception for 4D mmWave Radar in Autonomous Driving AAAI 2026 Rank-based Geographical Regularization: Revisiting Contrastive Self-Supervised Learning for Multispectral Remote Sensing Imagery WACV 2026 Reasoning About the Unsaid: Misinformation Detection with Omission-Aware Graph Inference AAAI 2026 Reasoning via Implicit Self-supervised Emergence for Instruction Segmentation AAAI 2026 Reflect, Rewrite, Repeat: How Simple Arithmetic Enables Advanced Reasoning in Small Language Models EACL 2026 Reimagining Anomalies: What If Anomalies Were Normal? AAAI 2026 Reinforcement Learning Without Explicit Rewards: Theory and Practice AAAI 2026 Reliable-View 2D-3D Key-Part Aligned Transformer with Reinforced Masking for 3D Point Cloud Understanding AAAI 2026 REMEDIS: A Clinical AI Framework for Retinal Disease Diagnosis with Explainable Fundus Image Analysis AAAI 2026 Rethinking Label Consistency of In-Context Learning: An Implicit Transductive Label Propagation Perspective AAAI 2026 Rethink Representation Learning for Questionnaire Data AAAI 2026 Revisiting the Data Sampling in Multimodal Post-training from a Difficulty-Distinguish View AAAI 2026 Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting AAAI 2026 Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction AAAI 2026 Root Completion from Intraoral Scans of Tooth Crowns using Diffusion with Patch Perturbation WACV 2026 RTMol: Rethinking Molecule-text Alignment in a Round-trip View AAAI 2026 S2-Boost: Synergistic Semantic Boosting for Coarse-to-Fine Ensemble Learning AAAI 2026 S2C: A Noise-Resistant Difference Learning Framework for Unsupervised Change Detection in VHR Remote Sensing Images AAAI 2026