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9 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 ⭐ 395

Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022

Flash Pytorch ⭐ 298

Implementation of the Transformer variant proposed in "Transformer Quality in Linear Time"

[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

Imp Release ⭐ 50

[CVPR 2023] IMP: iterative matching and pose estimation with transformer-based recurrent module

Official PyTorch implementation of our ECCV 2022 paper "Sliced Recursive Transformer"

Ecoformer ⭐ 42

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"

[ICLR 2022] "Unified Vision Transformer Compression" by Shixing Yu*, Tianlong Chen*, Jiayi Shen, Huan Yuan, Jianchao Tan, Sen Yang, Ji Liu, Zhangyang Wang

[ICCV 2023] Efficient Video Action Detection with Token Dropout and Context Refinement

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