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Xi HuaChen's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

dataset icon dataset

医学影像数据集列表 『An Index for Medical Imaging Datasets』

masktrackrcnn icon masktrackrcnn

MaskTrackRCNN for video instance segmentation based on mmdetection

panoptic-deeplab icon panoptic-deeplab

This is Pytorch re-implementation of our CVPR 2020 paper "Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation" (https://arxiv.org/abs/1911.10194)

seqformer icon seqformer

SeqFormer: Sequential Transformer for Video Instance Segmentation (ECCV 2022 Oral)

video-k-net icon video-k-net

Code for our CVPR-2022 work: Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation

vipseg-dataset icon vipseg-dataset

CVPR2022: Large-scale Video Panoptic Segmentation in the Wild: A Benchmark

vistr icon vistr

[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

vita icon vita

VITA: Video Instance Segmentation via Object Token Association (NeurIPS 2022)

vps icon vps

Official pytorch implementation for "Video Panoptic Segmentation" (CVPR 2020 Oral)

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