Jiaxin Ye (qingamng)

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blobgan

Official PyTorch implementation of BlobGAN: Spatially Disentangled Scene Representations

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DragGAN

Official Code for DragGAN (SIGGRAPH 2023)

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ObjectBox

(ECCV 22 Oral) ObjectBox: From Centers to Boxes for Anchor-Free Object Detection

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AiATrack

[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".

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tabby

A terminal for a more modern age

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OSTrack

[ECCV 2022] Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework

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Awesome-Vision-Attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

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CvT

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

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Transformer-Explainability

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

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TransFG

This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).

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MixFormer

[CVPR 2022 Oral & TPAMI 2024] MixFormer: End-to-End Tracking with Iterative Mixed Attention

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Transformer-MM-Explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

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Visualizer

assistant tools for attention visualization in deep learning

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Single_Object_Tracking_Paper_List

Paper list for single object tracking (State-of-the-art SOT trackers)

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CVPR2024-Paper-Code-Interpretation

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理

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Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

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siamban

Siamese Box Adaptive Network for Visual Tracking

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graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

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CIoU

Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression (AAAI 2020)

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STMTrack

STMTrack: Template-free Visual Tracking with Space-time Memory Networks

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ai-deadlines

:alarm_clock: AI conference deadline countdowns

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Comparison

Compare performances of algorithms on Objcet Tracking Benchmarks (SOT/MOT...)

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pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

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TransT

Transformer Tracking (CVPR2021)

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Stark

[ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking

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