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14 search results found

Transformer Explainability ⭐ 1,596

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Efficientvit ⭐ 732

EfficientViT is a new family of vision models for efficient high-resolution vision.

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery, ISPRS. Also, including other vision transformers and CNNs for satellite, aerial image and UAV image segmentation.

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

Vt Unet ⭐ 210

[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation

[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"

Official code for "Top-Down Visual Attention from Analysis by Synthesis" (CVPR 2023 highlight)

Awesome Transformer In Medical Imaging ⭐ 103

[MedIA Journal] An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

Clip_surgery ⭐ 55

CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks

This repo contains the code for the CVPR 2023 paper: "CrOC : Cross-View Online Clustering for Dense Visual Representation Learning".

Buildformer ⭐ 15

Building Extraction from remote sensing image using Vision Transformer, IEEE Transactions on Geoscience and Remote Sensing, 2022

[NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions

Transunetplus2 ⭐ 5

Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.

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