Self-Supervised Learning

DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination AAAI 2026 Demystifying Mixed Outcomes of Self-Training: Pre-training Analyses on Non-Toy LLMs EACL 2026 Detect All-Type Deepfake Audio: Wavelet Prompt Tuning for Enhanced Auditory Perception AAAI 2026 DHCM-CACL: Dynamic Hierarchical Cross-modal Mamba with Confidence-Adaptive Contrastive Learning for Multimodal Emotion Recognition AAAI 2026 Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility AAAI 2026 Diffusion Implicit Policy for Unpaired Scene-aware Motion Synthesis AAAI 2026 Directed Attention is All You Need: Profiling Style from Limited Text Data EACL 2026 DisCo DETR: Distance-aware Multi-view Contrastive Learning for DETR Pre-training AAAI 2026 Distributional Priors Guided Diffusion for Generating 3D Molecules in Low Data Regimes AAAI 2026 Diversity Preserving Coresets for Image Quality Assessment WACV 2026 DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding AAAI 2026 Domain Generalizing DINO for Visual Regression via Latent Distractor Subspace Consistency WACV 2026 Don’t Stop the Multi-Party! On Generating Synthetic Written Multi-Party Conversations with Constraints AAAI 2026 DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation AAAI 2026 DreamSAC: Learning Hamiltonian World Models via Symmetry Exploration CVPR 2026 DRIFT: Difference-Aware Reinforcement Through Iterative Fine-Tuning for Language Model AAAI 2026 DS-ProGen: A Dual-Structure Deep Language Model for Functional Protein Design AAAI 2026 Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning AAAI 2026 Dual-Horizon Interest Model for Unified Search and Recommendation AAAI 2026 DuGI-MAE: Improving Infrared Mask Autoencoders via Dual-Domain Guidance AAAI 2026 Dynamic Deep Graph Learning for Incomplete Multi-View Clustering with Masked Graph Reconstruction Loss AAAI 2026 EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training AAAI 2026 Enhancing Automatic Speech Recognition Models for Maternal and Reproductive Health: Fine-Tuning and Real-World Evaluation in Wolof EACL 2026 Enhancing Object Detection Training via Joint Image-Annotation Generation WACV 2026 Event-Guided Super-Resolving Blurry Image via Asymmetric Integral Driven Consistency AAAI 2026