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Achievement: Starstruckx3Achievement: Arctic Code Vault Contributor

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Achievement: Starstruckx3Achievement: Arctic Code Vault Contributor

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KaihuaTang/README.md

Hey there, I'm Kaihua! 👋

I'm a full-time senoir algorithm engineer. My current work mainly includes on-device LLM & VLM development and accelerating for autonomous vehicles and smart home devices. I am also keen on creating interesting applications using AIGC. Before I joined the industry, I worked on computer vision during my PhD (I was selected as one of the world’s top 2% research scientists), and mobile game development during my Master (I developed two indie IOS games in 2015 and also took a internship at miHoYo in 2017). My lifelong dream is to contribute to the development of a world-changing products that benefit millions of people.

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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 1.1k 228

  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 561 70

  3. 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 294 57

  4. 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 121 15

  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 119 8

  6. Qwen-Tokenizer-Pruner Qwen-Tokenizer-Pruner Public

    Due to the huge vocaburary size (151,936) of Qwen models, the Embedding and LM Head weights are excessively heavy. Therefore, this project provides a Tokenizer vocabulary shearing solution for Qwen…

    Python 10 1