conftrace_

linear complexity

62 papers

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Co-occurring keywords

attention mechanism (4001) efficient computing (781) transformer architecture (1560) state space model (390) vision transformer (1106) self-attention mechanism (352) image classification (1944) linear attention (52) semantic segmentation (3186) approximation algorithm (630)

Papers

Poly-NL: Linear Complexity Non-Local Layers With 3rd Order Polynomials ICCV 2021
FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention NIPS 2021
Generalizable Multi-linear Attention Network NIPS 2021
Efficient Clustering Based On A Unified View Of $K$-means And Ratio-cut NIPS 2020
Large-Scale Multi-View Subspace Clustering in Linear Time AAAI 2020
Time-aware Large Kernel Convolutions ICML 2020
Fast Transformers with Clustered Attention NIPS 2020
Fast and Robust Multi-View Multi-Task Learning via Group Sparsity IJCAI 2019
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning CVPR 2019
Star-Transformer NAACL 2019
Full Flow: Optical Flow Estimation By Global Optimization Over Regular Grids CVPR 2016
Top Rank Optimization in Linear Time NIPS 2014