Machine Learning

Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra AAAI 2026 Breaking the Passive Learning Trap: An Active Perception Strategy for Human Motion Prediction AAAI 2026 Breaking the Resource Monopoly: LLM Post-Training and Serving with Modest Data and Compute AAAI 2026 Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering AAAI 2026 BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries WACV 2026 Bregman contrastive estimation as a general framework for learning unnormalized models: Efficiency, robustness and optimal noise UAI 2026 BREPS: Bounding-Box Robustness Evaluation of Promptable Segmentation AAAI 2026 BridgeEQA: Virtual Embodied Agents for Real Bridge Inspections CVPR 2026 Bridging Attribution and Open-Set Detection using Graph-Augmented Instance Learning in Synthetic Speech EACL 2026 Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment AAAI 2026 Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation AAAI 2026 Bridging Distance and Spectral Positional Encodings via Anchor-Based Diffusion Geometry Approximation ACL 2026 Bridging Domain Expertise and Generalization for Performance Estimation CVPR 2026 Bridging Domain Invariance and Diversity: A Fine-Grained Risk Bound for Domain Generalization JMLR 2026 Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation AAAI 2026 Bridging Human Evaluation to Infrared and Visible Image Fusion CVPR 2026 Bridging Lifelong and Multi-Task Representation Learning: An Algorithm and a Complexity Measure ALT 2026 Bridging Machine Learning and Physics for Scalable Long-Term Building Temperature Prediction (Student Abstract) AAAI 2026 Bridging Modalities via Progressive Re-alignment for Multimodal Test-Time Adaptation AAAI 2026 Bridging Optimization and Neural Networks for Efficient Multi-view Clustering AAAI 2026 Bridging Public Health with Clinical Decisions from a Data Centric Perspective AAAI 2026 Bridging Scale Discrepancies in Robotic Control via Language-Based Action Representations AAAI 2026 Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation AAAI 2026 Bridging the Domain Gap in Small Multimodal Models: A Dual-level Alignment Perspective WACV 2026 Bridging the Skills Gap: A Course Model for Modern Generative AI Education AAAI 2026