conftrace_

linear attention

52 papers

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Co-occurring keywords

language modeling (660) transformer architecture (1560) efficient computing (781) vision transformer (1106) state space model (390) attention mechanism (4001) language model (4599) image classification (1944) sequence modeling (288) long sequence (30)

Papers

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
Scalable Video Action Anticipation with Cross Linear Attentive Memory WACV 2026
Native Hybrid Attention for Efficient Sequence Modeling ACL 2026
CoL2A: Convolution-free Local Linear Attention for SpatioTemporal Event Processing WACV 2026
MixA: A Mixed Attention approach with Stable Lightweight Linear Attention to enhance Efficiency of Vision Transformers at the Edge ICCV 2025
LiVOS: Light Video Object Segmentation with Gated Linear Matching CVPR 2025
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction CVPR 2025
LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling EMNLP 2025
Disentangle to Decay: Linear Attention with Trainable Decay Factor COLING 2025
CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation IJCAI 2025
Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters AAAI 2025
Breaking the Low-Rank Dilemma of Linear Attention CVPR 2025
LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation ICCV 2025
ALIEN: Implicit Neural Representations for Human Motion Prediction under Arbitrary Latency CVPR 2025
ACL: Activating Capability of Linear Attention for Image Restoration CVPR 2025
Rectifying Magnitude Neglect in Linear Attention ICCV 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 2025
Sparsifying Mamba EMNLP 2025
Exploring the Limitations of Mamba in COPY and CoT Reasoning EMNLP 2025
Linear Attention Modeling for Learned Image Compression CVPR 2025
EDiT: Efficient Diffusion Transformers with Linear Compressed Attention ICCV 2025
Sample-Efficient Language Modeling with Linear Attention and Lightweight Enhancements EMNLP 2025
In-Context Learning of a Linear Transformer Block: Benefits of the MLP Component and One-Step GD Initialization NIPS 2024
Bridging the Divide: Reconsidering Softmax and Linear Attention NIPS 2024