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Kunpeng Li's Projects

bottom-up-attention icon bottom-up-attention

Bottom-up attention model for image captioning and VQA, based on Faster R-CNN and Visual Genome

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

goturn icon goturn

Source code for paper: Learning to Track at 100 FPS with Deep Regression Networks, Held, et al. ECCV 2016

iterative-visual-reasoning.pytorch icon iterative-visual-reasoning.pytorch

Reimplementation for Iterative Visual Reasoning Beyond Convolutions(CVPR2018),i've reimplemented it on pytorch according to [endernewton/iter-reason](https://github.com/endernewton/iter-reason).

models icon models

Models and examples built with TensorFlow

oicr icon oicr

Codes for our CVPR2017 paper "Multiple Instance Detection Network with Online Instance Classifier Refinement".

pstuts icon pstuts

PyTorch code for the CVPR'2020 paper "Screencast Tutorial Video Understanding"

rcan icon rcan

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

rnan icon rnan

PyTorch code for our ICLR 2019 paper "Residual Non-local Attention Networks for Image Restoration"

scan icon scan

PyTorch source code for "Stacked Cross Attention for Image-Text Matching"

st-gcn icon st-gcn

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

vsepp icon vsepp

PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"

vsrn icon vsrn

PyTorch code for ICCV'19 paper "Visual Semantic Reasoning for Image-Text Matching"

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