Deep Learning

Learning and Testing Exposure Mappings of Interference using Graph Convolutional Autoencoders CLeaR 2026 Learning a Spatial Partitioning and its Causal Relations from Temporal Data CLeaR 2026 Learning a Unified Latent Action Space from Videos with Action-centric Cycle Consistency CVPR 2026 Learning Beyond Labels: Self-Supervised Handwritten Text Recognition WACV 2026 Learning Beyond Vision: Vision-Language Distillation and Edge-Aware Mix Diffusion in Semi-Supervised Semantic Segmentation AAAI 2026 Learning by Analogy: A Causal Framework for Compositional Generalization CVPR 2026 Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling AAAI 2026 Learning Compact 3D Representations from Feed-Forward Novel View Synthesis CVPR 2026 Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details AAAI 2026 Learning Conjugate Direction Fields for Planar Quadrilateral Mesh Generation AAAI 2026 Learning Coordinate-based Convolutional Kernels for Continuous SE(3) Equivariant and Efficient Point Cloud Analysis CVPR 2026 Learning Cross-View Object Correspondence via Cycle-Consistent Mask Prediction CVPR 2026 Learning Diffeomorphism for Medical Image Registration with Time-Embedded Architectures Using Semigroup Regularization CVPR 2026 Learning Differentiable Hierarchies in 3D Gaussian Splatting CVPR 2026 Learning Diffusion Policy from Primitive Skills for Robot Manipulation AAAI 2026 Learning Diverse Responses with Prefix-Conditioned Supervised Fine-Tuning ACL 2026 Learning Droplet Dynamics on Rough Unstructured Surfaces Using Physics-Informed Neural Networks (Student Abstract) AAAI 2026 Learning Eigenstructures of Unstructured Data Manifolds CVPR 2026 Learning Expressive Random Feature Models via Parametrized Activations UAI 2026 Learning Fair Graph Representations via Probability of Necessity and Sufficiency AAAI 2026 Learning Fair Representations with Kolmogorov-Arnold Networks AAAI 2026 Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization ACL 2026 Learning Forgery-Aware Lip Representations Without Forgery Priors CVPR 2026 Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories ACL 2026 Learning from Evolving Training Dynamics: An Entropy-Maximizing Data Curation Strategy for LLM Supervised Post-Training ACL 2026