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Achievement: Pull SharkAchievement: QuickdrawAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull SharkAchievement: QuickdrawAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

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KaihuaTang/README.md

Hey there, I'm Kaihua! 👋

My current work mainly includes Large Vision-Language Model accelerating and development for autonomous vehicles and other smart devices. Before I joined the industry, I worked on computer vision during my PhD, especially vision language tasks and distribution bias problem. I was selected as one of the world’s top 2% scientists in 2024 & 2025.

I’ll share some interesting independent projects and games on the following webpage: link.

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  1. Scene-Graph-Benchmark.pytorch Scene-Graph-Benchmark.pytorch Public

    A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiase…

    Jupyter Notebook 1.2k 237

  2. Long-Tailed-Recognition.pytorch Long-Tailed-Recognition.pytorch Public

    [NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2…

    Jupyter Notebook 573 70

  3. Building-a-Small-LLM-from-Scratch Building-a-Small-LLM-from-Scratch Public

    该系列的目的是让读者可以在基础的pytorch上，不依赖任何其他现成的外部库，从零开始理解并实现一个大语言模型的所有组成部分，以及训练微调代码，因此读者仅需python，pytorch和最基础深度学习背景知识即可。

    Python 385 29

  4. VQA2.0-Recent-Approachs-2018.pytorch VQA2.0-Recent-Approachs-2018.pytorch Public

    A pytroch reimplementation of "Bilinear Attention Network", "Intra- and Inter-modality Attention", "Learning Conditioned Graph Structures", "Learning to count object", "Bottom-up top-down" for Visu…

    Python 300 56

  5. Generalized-Long-Tailed-Benchmarks.pytorch Generalized-Long-Tailed-Benchmarks.pytorch Public

    [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute-wise imbalance within each class. The proposed IFL together…

    Jupyter Notebook 126 9

  6. VCTree-Scene-Graph-Generation VCTree-Scene-Graph-Generation Public

    Code for the Scene Graph Generation part of CVPR 2019 oral paper: "Learning to Compose Dynamic Tree Structures for Visual Contexts"

    Python 124 14