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Sierkinhane/README.md

Hi there, I'm Jinheng Xie. 👋

  • 🌱 I'm Jinheng Xie, a PhD student at National University of Singapore, working with Professor Mike Shou.
  • ❤️ My research interests focus on computer vision. Specifically, I was enthusiastically working on label-efficient learning of scene understanding (object localization and segmentation in un/weakly-supervised manners). Currently, I'm working on exploring multi-modal pre-training and generation like generative pre-training and text-to-image generation.
  • ❤️ I'm currently serving as a reviewer for TPAMI (IEEE Transactions on Pattern Analysis and Machine Intelligence), IJCV (International Journal of Computer Vision), AAAI and CVPR.

Sierkinhane's github stats

Pinned

  1. showlab/VisorGPT showlab/VisorGPT Public

    [NeurIPS 2023] Customize spatial layouts for conditional image synthesis models, e.g., ControlNet, using GPT

    Python 126 2

  2. showlab/BoxDiff showlab/BoxDiff Public

    [ICCV 2023] BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion

    Python 207 11

  3. CVI-SZU/CLIMS CVI-SZU/CLIMS Public

    [CVPR 2022] CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation

    Python 115 11

  4. CVI-SZU/CCAM CVI-SZU/CCAM Public

    [CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

    Python 178 26

  5. CRNN_Chinese_Characters_Rec CRNN_Chinese_Characters_Rec Public

    (CRNN) Chinese Characters Recognition.

    Python 1.8k 539

  6. HaozheLiu-ST/T-GATE HaozheLiu-ST/T-GATE Public

    T-GATE: Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models

    Python 213 14