inference acceleration

HierEdit: Region-Aware Hierarchical Diffusion for Efficient High-Resolution Editing CVPR 2026 HTTM: Head-wise Temporal Token Merging for Faster VGGT CVPR 2026 Jakiro: Boosting Speculative Decoding via Decoupled MoE ACL 2026 Just-in-Time: Training-Free Spatial Acceleration for Diffusion Transformers CVPR 2026 Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation AAAI 2026 Masked Auto-Regressive Variational Acceleration: Fast Inference Makes Practical Reinforcement Learning CVPR 2026 MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean Flows ACL 2026 Memory-Efficient Transfer Learning with Fading Side Networks via Masked Dual Path Distillation CVPR 2026 OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs AAAI 2026 PDTrim: Targeted Pruning for Prefill-Decode Disaggregation in Inference ACL 2026 Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable AAAI 2026 Re-SpS: A Reinforcement Learning Approach to Speculative Sampling AAAI 2026 Revisiting Multimodal KV Cache Compression: A Frequency-Domain-Guided Outlier-KV-Aware Approach CVPR 2026 Revisiting Token Compression for Accelerating ViT-based Sparse Multi-View 3D Object Detectors CVPR 2026 River-LLM: Large Language Model Seamless Exit Based on KV Share ACL 2026 SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models CVPR 2026 SegMo: Co-Designing Content-Aware Sparsity and Locally-Cohesive Segment Parallelism for Efficient VLM Inference CVPR 2026 SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching CVPR 2026 SJD-PAC: Accelerating Speculative Jacobi Decoding via Proactive Drafting and Adaptive Continuation CVPR 2026 SODA: Sensitivity-Oriented Dynamic Acceleration for Diffusion Transformer CVPR 2026 Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026 Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction AAAI 2026 Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers AAAI 2026 SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization AAAI 2026 Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks EACL 2026