Deep Learning

A Common Interface for Automatic Differentiation JMLR 2026 A Comprehensive Benchmarking and Systematic Analysis of Deep Learning Models for Sonomammogram Segmentation MIDL 2026 A comprehensive benchmark of graph neural networks, graph kernels, and classical machine learning approaches on rs-fMRI brain graphs MIDL 2026 ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models CVPR 2026 ACPV-Net: All-Class Polygonal Vectorization for Seamless Vector Map Generation from Aerial Imagery CVPR 2026 A Cross-view Fusion Framework for Robust 6-DoF Grasp Pose Estimation CVPR 2026 Act2See: Emergent Active Visual Perception for Video Reasoning CVPR 2026 Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering ACL 2026 Action-Geometry Prediction with 3D Geometric Prior for Bimanual Manipulation CVPR 2026 ActionMesh: Animated 3D Mesh Generation with Temporal 3D Diffusion CVPR 2026 Action Motifs: Self-Supervised Hierarchical Representation of Human Body Movements CVPR 2026 Action-Sketcher: From Reasoning to Action via Visual Sketches for Robotic Manipulation CVPR 2026 Activation Matters: Test-time Activated Negative Labels for OOD Detection with Vision-Language Models CVPR 2026 Activation-wise Propagation: A One-Timestep Strategy for Spiking Neural Networks AAAI 2026 Active Perceptual Inference: A Corticothalamic-Inspired Dynamic Nested Recurrent Network for Multimodal Sentiment Analysis with Incomplete Data CVPR 2026 ActivityForensics: A Comprehensive Benchmark for Localizing Manipulated Activity in Videos CVPR 2026 AcTTA: Rethinking Test-Time Adaptation via Dynamic Activation CVPR 2026 AdaBet: Gradient-free Layer Selection for Efficient Training of Deep Neural Networks CVPR 2026 AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation CVPR 2026 AdaDexTrack: Dynamic Modulation for Adaptive and Generalizable Dexterous Manipulation Tracking CVPR 2026 AdaDPI: Document-level Translation Adaptive Agent via Dynamic Parametric Internalization ACL 2026 AdaField: Generalizable Surface Pressure Modeling with Physics-Informed Pre-training and Flow-Conditioned Adaptation AAAI 2026 AdaFuse: Adaptive Ensemble Decoding for Large Language Models ACL 2026 AdaFuse: Adaptive Multimodal Fusion for Lung Cancer Risk Prediction via Reinforcement Learning MIDL 2026 AdaIAT: Adaptively Increasing Attention to Generated Text to Alleviate Hallucinations in LVLM CVPR 2026