Deep Learning

Sparse Feature Coactivation Reveals Causal Semantic Modules in Large Language Models ACL 2026 Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models CVPR 2026 Sparse-Scale Transformer with Bidirectional Awareness for Time Series Forecasting AAAI 2026 Sparse Spectral LoRA: Routed Experts for Medical VLMs CVPR 2026 SparseSplat: Towards Applicable Feed-Forward 3D Gaussian Splatting with Pixel-Unaligned Prediction CVPR 2026 Sparse Subspace Diffusion Model for Physically Consistent Accelerated MRI Reconstruction MIDL 2026 Sparse Tuning Enhances Plasticity in PTM-based Continual Learning AAAI 2026 Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers AAAI 2026 Sparse-View Localization via Online Neural 3D Regression CVPR 2026 SparseWorld: A Flexible, Adaptive, and Efficient 4D Occupancy World Model Powered by Sparse and Dynamic Queries AAAI 2026 SparseWorld-TC: Trajectory-Conditioned Sparse Occupancy World Model CVPR 2026 SPAR: Single-Pass Any-Resolution ViT for Open-vocabulary Segmentation CVPR 2026 Sparsity as a Key: Unlocking New Insights from Latent Structures for Out-of-Distribution Detection CVPR 2026 Sparsity-Aware Voxel Attention and Foreground Modulation for 3D Semantic Scene Completion CVPR 2026 SparVAR: Exploring Sparsity in Visual AutoRegressive Modeling for Training-Free Acceleration CVPR 2026 Spatial-Aware VLA Pretraining through Visual-Physical Alignment from Human Videos CVPR 2026 SpatialDiff: 3D-Aware Object Movement via Implicit Spatial Modeling CVPR 2026 Spatial-Frequency Collaborative Learning for Occluded Visible-Infrared Person Re-Identification CVPR 2026 Spatial-Frequency Spiking Neural Network for Underwater Object Detection AAAI 2026 Spatial Graph Attention Network Modeling for Neighborhood-Scale Lead Contamination Risk Prediction Using Publicly Available Data AAAI 2026 Spatially-Guided Self-Attention Refinement for Zero-Shot Hair Segmentation (Student Abstract) AAAI 2026 SpatialReward: Verifiable Spatial Reward Modeling for Fine-Grained Spatial Consistency in Text-to-Image Generation CVPR 2026 Spatial-SAM: Spatially Consistent 3D Electron Microscopy Segmentation with SDF Memory and Semi-Supervised Learning CVPR 2026 Spatial-Spectral Residuals Informed Diffusion Neural Operator for Pan-sharpening CVPR 2026 Spatial-Temporal Feedback Diffusion Guidance for Controlled Traffic Imputation AAAI 2026