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11 search results found
Restormer
⭐
1,150
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
Transfiner
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395
Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022
Flash Pytorch
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298
Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"
Svite
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82
[NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang
Daeformer
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79
[MICCAI 2023] DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
Imp Release
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50
[CVPR 2023] IMP: iterative matching and pose estimation with transformer-based recurrent module
Sret
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44
Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"
Ecoformer
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42
[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"
Uvc
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40
[ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang
Evad
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7
[ICCV 2023] Efficient Video Action Detection with Token Dropout and Context Refinement
Master Thesis Multilingual Longformer
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5
Master thesis with code investigating methods for incorporating long-context reasoning in low-resource languages, without the need to pre-train from scratch. We investigated if multilingual models could inherit these properties by making it an Efficient Transformer (s.a. the Longformer architecture).
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