Machine Learning

Distribution-Dependent Rates for Multi-Distribution Learning ALT 2026 Distribution-Free Sequential Prediction with Abstentions COLT 2026 Distribution Highlighted Reference-based Label Distribution Learning for Facial Age Estimation WACV 2026 Distribution Shift Is Key to Learning Invariant Prediction AAAI 2026 d-itlab at SemEval-2026 Task 12: Per-Option Surprisal and Multi-Stage Gating for Precision-Oriented Causal Reasoning SemEval 2026 DITTO: A Spoofing Attack Framework on Watermarked LLMs via Knowledge Distillation EACL 2026 DivControl: Knowledge Diversion for Controllable Image Generation AAAI 2026 Diverse Sketch Colorization with Content-Enhanced Style Representation and Recolorization Distillation WACV 2026 Diversifying Counterattacks: Orthogonal Exploration for Robust CLlP Inference AAAI 2026 Diversity patterns run deep: Impact of diversity intake on multiword expression identification EACL 2026 Diversity Preserving Coresets for Image Quality Assessment WACV 2026 Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure AAAI 2026 Divide-and-Conquer Decoupled Network for Cross-Domain Few-Shot Segmentation AAAI 2026 Divide and Refine: Enhancing Multimodal Representation and Explainability for Emotion Recognition in Conversation WACV 2026 Divide, Conquer and Unite: Hierarchical Style-Recalibrated Prototype Alignment for Federated Medical Segmentation AAAI 2026 Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning EACL 2026 DivMerge: A divergence-based model merging method for multi-tasking EACL 2026 DLDA: Unified Dual-Level Domain Adaptation for Low-Light Object Detection AAAI 2026 DMCAR: Disentangled Mixture-of-Experts with Context-Aware Routing for Multi-View Clustering AAAI 2026 DMGD: Train-Free Dataset Distillation with Semantic-Distribution Matching in Diffusion Models CVPR 2026 DMGINE: Day-Memory Guided Nighttime Image Enhancement for Dynamic Traffic Scenes AAAI 2026 DMGIN: How Multimodal LLMs Enhance Large Recommendation Models for Lifelong User Post-click Behaviors AAAI 2026 DMHM: Density-aware Manifold Learning and Hybrid Mahalanobis Energy for LLMs-generated Text Detection ACL 2026 DMOSpeech 2: Reinforcement Learning for Duration Prediction in Metric-Optimized Speech Synthesis AAAI 2026 DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management ACL 2026