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Xiaobing Han's Projects

project-marginalia icon project-marginalia

Marginalia and Machine Learning: Handwritten text recognition for Marginalia Collections

prolificdreamer icon prolificdreamer

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation

promptpapers icon promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

promptsrc icon promptsrc

[ICCV 2023] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without Forgetting".

propainter icon propainter

[ICCV 2023] ProPainter: Improving Propagation and Transformer for Video Inpainting

pvic icon pvic

Official PyTorch implementation for ICCV2023 paper "Exploring Predicate Visual Context for Detecting Human-Object Interactions"

pvt icon pvt

PVT: Point-Voxel Transformer for 3D Deep Learning

pvt-1 icon pvt-1

Official implementation of PVT series

pvtv2_paddle icon pvtv2_paddle

reproduction of "PVTv2 Improved Baselines with Pyramid Vision Transformer" in PaddlePaddle

pybind11 icon pybind11

Seamless operability between C++11 and Python

pycontrast icon pycontrast

PyTorch implementation of Contrastive Learning methods

pygcl icon pygcl

PyGCL: A PyTorch Library for Graph Contrastive Learning

pyskl icon pyskl

A toolbox for skeleton-based action recognition.

pysyft icon pysyft

A library for answering questions using data you cannot see

python icon python

Python code for YouTube videos.

python-package-template icon python-package-template

A easy, reliable, fluid template for python packages complete with docs, testing suites, readme's, github workflows, linting and much much more

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-3dunet icon pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-loss icon pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

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