Deep Learning

Learning More from Less: Exploiting Counterfactuals for Data-Efficient Chart Understanding ACL 2026 Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization AAAI 2026 Learning Multi-Robot Coordination with Invariant Consensus Stabilization L4DC 2026 Learning Mutual View Information Graph for Adaptive Adversarial Collaborative Perception CVPR 2026 Learning Network Dismantling Without Handcrafted Inputs AAAI 2026 Learning Neural Operators from Partial Observations via Latent Autoregressive Modeling AAAI 2026 Learning Personalised Human Internal Cognition from External Expressive Behaviours for Real Personality Recognition AAAI 2026 Learning Personalized Photographic Style from Pairwise User Preferences CVPR 2026 Learning Procedural-Aware Video Representations Through State-Grounded Hierarchy Unfolding AAAI 2026 Learning Quantized Continuous Controllers for Integer Hardware L4DC 2026 Learning Robust Medical Image Segmentation with Inductive Bias MIDL 2026 Learning Shortcut Models for Efficient Recursive Reasoning ACL 2026 Learning Spatio-temporal Feature Representations for Video-based Gaze Estimation WACV 2026 Learning Straight Flows: Variational Flow Matching for Efficient Generation CVPR 2026 Learning Structurally Stabilized Representations for Lossless DNA Storage AAAI 2026 Learning Structure-Aware Foundational Representation of Rat Testicular Tubules Using Multiple Instance Learning MIDL 2026 Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation AAAI 2026 Learning Time in Static Classifiers AAAI 2026 Learning to accelerate distributed ADMM using graph neural networks L4DC 2026 Learning to Act Robustly with View-Invariant Latent Actions CVPR 2026 Learning to Animate Images from A Few Videos to Portray Delicate Human Actions WACV 2026 Learning to Control Physically-simulated 3D Characters via Generating and Mimicking 2D Motions CVPR 2026 Learning to Disentangle Latent Reasoning Rules with Language VAEs: A Systematic Study AAAI 2026 Learning to Diversify and Focus: A Reinforcement Framework for Open-Vocabulary HOI Detection CVPR 2026 Learning to Drive is a Free Gift: Large-Scale Label-Free Autonomy Pretraining from Unposed In-The-Wild Videos CVPR 2026