linear attention

Attention Surgery: An Efficient Recipe to Linearize Your Video Diffusion Transformer CVPR 2026 CoL2A: Convolution-free Local Linear Attention for SpatioTemporal Event Processing WACV 2026 Gated Condition Injection without Multimodal Attention: Towards Controllable Linear-Attention Transformers CVPR 2026 LinVideo: A Post-Training Framework towards O(n) Attention in Efficient Video Generation CVPR 2026 Multigrain-aware Semantic Prototype Scanning and Tri-Token Prompt Learning Embraced High-Order RWKV for Pan-Sharpening CVPR 2026 Native Hybrid Attention for Efficient Sequence Modeling ACL 2026 ReHyAt: Recurrent Hybrid Attention for Video Diffusion Transformers CVPR 2026 RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models CVPR 2026 Scalable Video Action Anticipation with Cross Linear Attentive Memory WACV 2026 Scaling Parallel Sequence Models to Vision Foundation Models CVPR 2026 TLAGC: Taylor Linear Attention-Guided Graph Convolutions for Revealing Spatial Domains in Spatial Multi-Omics Data AAAI 2026 Transolver Is a Linear Transformer: Revisiting Physics-Attention Through the Lens of Linear Attention AAAI 2026 Yume1.5: A Text-Controlled Interactive World Generation Model CVPR 2026 ACL: Activating Capability of Linear Attention for Image Restoration CVPR 2025 ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency CVPR 2025 Breaking the Low-Rank Dilemma of Linear Attention CVPR 2025 CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction CVPR 2025 CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation IJCAI 2025 Disentangle to Decay: Linear Attention with Trainable Decay Factor COLING 2025 EDiT: Efficient Diffusion Transformers with Linear Compressed Attention ICCV 2025 Exploring the Limitations of Mamba in COPY and CoT Reasoning EMNLP 2025 FLASepformer: Efficient Speech Separation with Gated Focused Linear Attention Transformer Interspeech 2025 How Well Can Transformers Emulate In-Context Newton’s Method? AISTATS 2025 IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025 LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling EMNLP 2025