Machine Learning

Talk, Snap, Complain: Validation-Aware Multimodal Expert Framework for Fine-Grained Customer Grievances AAAI 2026 Talon: Breaking the Synchronization Barrier in Speculative Decoding with Hybrid Model-based and Retrieve-based Drafting AAAI 2026 TALON: Test-time Adaptive Learning for On-the-Fly Category Discovery CVPR 2026 Taming Cascaded Mixture-of-Experts for Modality-missing Multi-modal Salient Object Detection AAAI 2026 Taming Noise-Induced Prototype Degradation for Privacy-Preserving Personalized Federated Fine-Tuning CVPR 2026 Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning CVPR 2026 Taming the Long Tail: Rebalancing Adversarial Training via Adaptive Perturbation CVPR 2026 Taming the Monster Every Context: Complexity Measure and Unified Framework for Offline-Oracle Efficient Contextual Bandits COLT 2026 TANGO: Text-Anchored Guided Optimization for Robust Fine-tuning Vision-Language Models under Label Noise CVPR 2026 Tao–Filipino Neural Machine Translation: Strategies for Ultra–Low-Resource Settings EACL 2026 TAPO: Dynamic Teacher and Perturbed Answer Injection for Policy Optimization AAAI 2026 TA-Prompting: Enhancing Video Large Language Models for Dense Video Captioning via Temporal Anchors WACV 2026 TaREx: Reinforcement Learning for Code-Driven Table Reasoning AAAI 2026 Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026 Targeting Borderline Fraudsters: Multi-View Hypergraph Fraud Detection with LLM-Guided Contrastive Learning AAAI 2026 Targeting in Multi-Criteria Decision Making AAAI 2026 Targeting Misalignment: A Conflict-Aware Framework for Reward-Model-based LLM Alignment AAAI 2026 TASER: Table Agents for Schema-guided Extraction and Recommendation EACL 2026 Task Assignment meets Annotator Modeling: Human-LLM Collaborative Annotation with Constraints ACL 2026 Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios ACL 2026 Task-Aware Meta-Learning on Heterogeneous Knowledge Graph for POI Recommendation AAAI 2026 Task Expansion and Cross Refinement for Open-World Conditional Modeling UAI 2026 Task-Free Continual Learning via Order-Invariant Linearized Adaptation and Density-Guided Adapter Routing UAI 2026 Task-Level Instructions Induction for Audio Question Answering from Few Examples EACL 2026 Task-Specific Distance Correlation Matching for Few-Shot Action Recognition AAAI 2026