Zhenqiang Li's repositories
Towards-Visually-Explaining-Video-Understanding-Networks-With-Perturbation
Attribution (or visual explanation) methods for understanding video classification networks. Demo codes for WACV2021 paper: Towards Visually Explaining Video Understanding Networks with Perturbation.
Surgical-Skill-Assessment-via-Video-Semantic-Aggregation
Code for Surgical Skill Assessment via Video Semantic Aggregation (MICCAI 2022)
Manipulation-Skill-Assessment-from-Videos-with-Spatial-Attention
Skill Assessment with Spatial Attention Network. Code for EPIC@ICCV2019 paper: Manipulation-skill assessment from videos with spatial attention network
Problems-I-met-when-convert-Torch-to-PyTorch
Problems I met when convert Torch to PyTorch
Spatio-Temporal-Perturbations-for-Video-Attribution
The source code for the journal paper: Spatio-Temporal Perturbations for Video Attribution, TCSVT-2021
c3d-pytorch
Pytorch porting of C3D network, with Sports1M weights
CVPR-2019-Paper-Statistics
Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)
egocentric-gaze-prediction
Code for the paper "Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition"
excitationbp
Visualizing how deep networks make decisions
integrated-gradient-pytorch
This is the pytorch implementation of the paper - Axiomatic Attribution for Deep Networks.
kinetics-i3d
Convolutional neural network model for video classification trained on the Kinetics dataset.
MinkowskiEngine
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
PyTorch-ENet
PyTorch implementation of ENet
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
smoke3d
3D fluid dynamics renderer
TorchRay
Understanding Deep Networks via Extremal Perturbations and Smooth Masks
Volume-Rendering-Tutorial
Example Code for Volume Rendering Tutorial
Volumetric-photon-mapping
Beam Radiance Estimate and Traditional method for Volumetric Photon Mapping
voxelrenderer
Volumetric cloud renderer - Voxel-based volumetric particle system renderer capable of simulating smoke, fire, clouds, etc.