Optimization & Theory

Semantically Comprehensive Token Pruning in LVLMs via Maximizing Concept Coverage ACL 2026 SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching CVPR 2026 Shallow Neural Networks Learn Low-Degree Spherical Polynomials with Feature Learning by Learnable Channel Attention ALT 2026 Sherry: Hardware-Efficient 1.25-Bit Ternary Quantization via Fine-grained Sparsification ACL 2026 ShiftLUT: Spatial Shift Enhanced Look-Up Tables for Efficient Image Restoration CVPR 2026 Single-Pass, Depth-Selective Reading for Multi-Aspect Sentiment Analysis ACL 2026 SJD-PAC: Accelerating Speculative Jacobi Decoding via Proactive Drafting and Adaptive Continuation CVPR 2026 SkelSplat: Robust Multi-view 3D Human Pose Estimation with Differentiable Gaussian Rendering WACV 2026 Skullptor: High Fidelity 3D Head Reconstruction in Seconds with Multi-View Normal Prediction CVPR 2026 Smoothing the Score Function to Enhance Generalization in Diffusion Models CVPR 2026 SODA: Sensitivity-Oriented Dynamic Acceleration for Diffusion Transformer CVPR 2026 SoftCAM: Making black box models self-explainable for medical image analysis MIDL 2026 SparVAR: Exploring Sparsity in Visual AutoRegressive Modeling for Training-Free Acceleration CVPR 2026 Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse ACL 2026 SpiderFlow: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters ACL 2026 SpotEdit: Selective Region Editing in Diffusion Transformers CVPR 2026 SSM-Aware Token-Efficient VMamba via Adaptive Patch Pruning and Merging for Person Re-Identification CVPR 2026 Stabilizing Feature Geometry in Noisy Pretrained Models for Robust Downstream Tasks CVPR 2026 Statistical Learning Theory for Neural Operators JMLR 2026 STDE++: Polynomial-Time Amortization for Linear Differential Operators JMLR 2026 SToRe3D: Sparse Token Relevance in ViTs for Efficient Multi-View 3D Object Detection CVPR 2026 Syncopate: Efficient Multi-GPU AI Kernels via Automatic Chunk-Centric Compute-Communication Overlap OSDI 2026 TabReX: Tabular Referenceless eXplainable Evaluation ACL 2026 Taming Extreme Tokens: Covariance-Aware GRPO with Gaussian-Kernel Advantage Reweighting ACL 2026 Taming Sampling Perturbations with Variance Expansion Loss for Latent Diffusion Models CVPR 2026