Neural Networks

DiM-TS: Bridge the Gap Between Selective State Space Models and Time Series for Generative Modeling AAAI 2026 DirectDrag: High-Fidelity, Mask-Free, Prompt-Free Drag-based Image Editing via Readout-Guided Feature Alignment WACV 2026 Disentangled Hypergraph-Guided Mamba Scanning for Fine-Grained Visual Recognition AAAI 2026 Drift-aware Collaborative Assistance Mixture of Experts for Heterogeneous Multistream Learning AAAI 2026 Drift Estimation for Diffusion Processes Using Neural Networks Based on Discretely Observed Independent Paths AAAI 2026 Driving Engagement in Daily Fantasy Sports with a Scalable and Urgency-Aware Ranking Engine AAAI 2026 DS-ATGO: Dual-Stage Synergistic Learning via Forward Adaptive Threshold and Backward Gradient Optimization for Spiking Neural Networks AAAI 2026 DTTNet: Improving Video Shadow Detection via Dark-Aware Guidance and Tokenized Temporal Modeling AAAI 2026 Dual Mamba for Node-Specific Representation Learning: Tackling Over-Smoothing with Selective State Space Modeling AAAI 2026 Dynamic Stream Network for Combinatorial Explosion Problem in Deformable Medical Image Registration CVPR 2026 Dynamic Weight Adaptation in Spiking Neural Networks Inspired by Biological Homeostasis AAAI 2026 EdgeMTSC: A Lightweight Large-Kernel ConvNet for Multivariate Time Series Classification AAAI 2026 Efficiency Follows Global-Local Decoupling CVPR 2026 Efficient Learned Data Compression via Dual-Stream Feature Decoupling ACL 2026 Efficient Verification and Falsification of ReLU Neural Barrier Certificates AAAI 2026 Eigen-Spike Emergence and Quadratic Equivalents for Conjugate Kernels on Nonlinearly Separable Data COLT 2026 Elite Pattern Reinforcement for Vehicle Routing Problems AAAI 2026 EndoPBR: Photorealistic Synthetic Data for Surgical 3D Vision via Physically-based Rendering WACV 2026 Enhanced Back-Projection of Vision Features for 3D Symmetry Detection WACV 2026 Enhancing Binary Encoded Crime Linkage Analysis Using Siamese Network AAAI 2026 Enhancing Interpretability for Vision Models via Shapley Value Optimization AAAI 2026 Enhancing Rotation-Invariant 3D Learning with Global Pose Awareness and Attention Mechanisms AAAI 2026 ExpertAD: Enhancing Autonomous Driving Systems with Mixture of Experts AAAI 2026 Expert Calibration Lens for Pruning Mixture of Experts ACL 2026 Exploiting All Mamba Fusion for Efficient RGB-D Tracking AAAI 2026