neural network

Learning Mask-Aware Offsets: Two-branch Deformable Attention Networks for Inpainting with Masked Region Avoidance WACV 2026 Learning Through Concepts: Hierarchies, Logic and Reasoning AAAI 2026 Learning to Generate Structured Meshes with In-Context: Toward Generalization in Mesh Generation AAAI 2026 Lightweight Additive Blend Maps for Texture-Preserving Face Retouching: A Neural Approach to Traditional Photographic Techniques AAAI 2026 LILAD: Learning In-context Lyapunov-stable Adaptive Dynamics Models AAAI 2026 Limitations of SGD for Multi-Index Models Beyond Statistical Queries COLT 2026 LLA: Enhancing Security and Privacy for Generative Models with Logic-Locked Accelerators AAAI 2026 MDMLP-EIA: Multi-domain Dynamic MLPs with Energy Invariant Attention for Time Series Forecasting AAAI 2026 MindCross: Fast New Subject Adaptation with Limited Data for Cross-subject Video Reconstruction from Brain Signals AAAI 2026 Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening WACV 2026 Multi-Window Gabor Transform Network for Ground Penetrating Radar B-Scan Image Reconstruction AAAI 2026 Neural Exploitation and Exploration of Contextual Bandits JMLR 2026 Neural Routed Boosting: Robust Learning against Heteroscedastic Noise UAI 2026 Neural Value Iteration UAI 2026 NGTM: Substructure-based Neural Graph Topic Model for Interpretable Graph Generation AAAI 2026 Octopus: Entropy-Controlled Science Fiction Literature Generation with Persistent Memory-Context Binding AAAI 2026 ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling WACV 2026 One2Seq: One-Token Wise Decoder for Efficient Scene Text Recognition AAAI 2026 One-Cycle Structured Pruning via Stability-Driven Subnetwork Search WACV 2026 On the Mathematical Relationship Between Layer Normalization and Dynamic Activation Functions EACL 2026 Out-of-Distribution Generalization with a SPARC: Racing 100 Unseen Vehicles with a Single Policy AAAI 2026 PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples AAAI 2026 PhysicsCorrect: A Training-Free Approach for Stable Neural PDE Simulations AAAI 2026 PointSt3R: Point Tracking through 3D Ground Correspondence WACV 2026 Predicting Task fMRI Contrasts from Resting-State fMRI Using Sparse 3D Convolutions WACV 2026