Deep Learning

Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning AAAI 2026 ConstructAI: From Real-Time Safety Insight to Skill Growth in Deployed Construction AI Systems AAAI 2026 Constructing Interpretable Features from Compositional Neuron Groups ACL 2026 ConStruct: Structural Distillation of Foundation Models for Prototype-Based Weakly Supervised Histopathology Segmentation MIDL 2026 Contact-Aware Neural Dynamics CVPR 2026 Content-Adaptive Hierarchical Hyperprior for Neural Video Coding CVPR 2026 Content-Aware Dynamic Patchification for Efficient Video Diffusion CVPR 2026 Content-Aware Frequency Encoding for Implicit Neural Representations with Fourier-Chebyshev Features CVPR 2026 ConTexT at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 Context-Aware Diffusion for Telemetry Time Series with Permutation-Stable Feature Modeling (Student Abstract) AAAI 2026 ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment AAAI 2026 ContextGraph: Lifelog Intelligence Framework for Contextual Subgraph Evolution AAAI 2026 Continual Distillation of Teachers from Different Domains CVPR 2026 Continual Learning for fMRI-Based Brain Disorder Diagnosis via Functional Connectivity Matrices Generative Replay CVPR 2026 Continual Neural Topic Model EACL 2026 Continuous Context Sampling Allows Extending Diversity Boundaries of Large Language Models ACL 2026 Continuous Degradation Modeling via Latent Flow Matching for Real-World Super-Resolution AAAI 2026 Continuous Exposure-Time Modeling for Realistic Atmospheric Turbulence Synthesis CVPR 2026 Continuous Vision-Language-Action Co-Learning with Semantic-Physical Alignment for Behavioral Cloning AAAI 2026 Continuum Dropout for Neural Differential Equations AAAI 2026 Contrasting Local and Global Modeling with Machine Learning and Satellite Data: A Case Study Estimating Tree Canopy Height in African Savannas JMLR 2026 Contrastive Conformal Sets UAI 2026 Contrastive Cross-Bag Augmentation for Multiple Instance Learning-based Whole Slide Image Classification CVPR 2026 Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification WACV 2026 ContrastKV: Robust KV Cache Eviction via Contrastive Signal Fusion for Multi-Query Generalization ACL 2026