sparse attention

AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation CVPR 2026 AVGGT: Rethinking Global Attention for Accelerating VGGT CVPR 2026 Block-Sparse Global Attention for Efficient Multi-View Geometry Transformers CVPR 2026 Disentangling Dynamical Systems: Causal Representation Learning Meets Local Sparse Attention CLeaR 2026 ECHO: Efficient KV Cache Offloading with Lossless Prefetching for Serving Native Sparse Attention LLMs OSDI 2026 Evolving Sparsity: Leveraging Token Importance Dynamics for Efficient LLM Decoding with Sparse Attention ACL 2026 FlashVSR: Towards Real-time Diffusion-Based Streaming Video Super Resolution CVPR 2026 Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing ACL 2026 Free-Lunch Long Video Generation via Layer-Adaptive O.O.D Correction CVPR 2026 Improving Sparse Autoencoder with Dynamic Attention CVPR 2026 Latent-Condensed Transformer for Efficient Long Context Modeling ACL 2026 Learned Image Compression via Sparse Attention and Adaptive Frequency CVPR 2026 Learning to LEAP: Efficient Dense Point Tracking by Focusing Where It Matters AAAI 2026 Making Every Head Count: Sparse Attention Without the Speed-Performance Trade-off AAAI 2026 MATCH: Modulating Attention via In-Context Retrieval for Long-Context Transformers ACL 2026 MeshRipple: Structured Autoregressive Generation of Artist-Meshes CVPR 2026 More than the Sum: Panorama-Language Models for Adverse Omni-Scenes CVPR 2026 Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models ACL 2026 OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs AAAI 2026 RAPID: Reusing Attention Sparsity with Inter-step Adaptation for Efficient Video Diffusion CVPR 2026 RoBSA: RoPE-based Blockwise Sparse Multi-head Latent Attention ACL 2026 RRAtention: Dynamic Block Sparse Attention via Per-Head Round-Robin Shifts for Long-Context Inference ACL 2026 S²Flow: Towards Fast and Authentic Training-Free High-Resolution Video Generation AAAI 2026 S2O: Early Stopping for Sparse Attention via Online Permutation ACL 2026 Sculpt4D: Generating 4D Shapes via Sparse-Attention Diffusion Transformers CVPR 2026