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Sifei Liu's Projects

adversarial_video_generation icon adversarial_video_generation

A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.

caffe-lowlevel icon caffe-lowlevel

Project for paper "Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network", ECCV 2016

cvpr15-cfss icon cvpr15-cfss

Full version (training+testing) of implementation of Shizhan Zhu et al.'s CVPR-15 work Face Alignment by Coarse-to-Fine Shape Searching

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

ecc icon ecc

Edge-Conditioned Convolutions on Graphs

eccv16-cbn icon eccv16-cbn

Demo code + Caffe prototxt training file, for Shizhan Zhu et al.'s ECCV-16 work Deep Cascaded Bi-Network for Face Hallucination

facelabeling icon facelabeling

Multi-Objective Convolutional Network for Face Labeling

linearstyletransfer-1 icon linearstyletransfer-1

This is the Pytorch implementation of "Learning Linear Transformations for Fast Arbitrary Style Transfer".

ndlm_iccv23tutorial icon ndlm_iccv23tutorial

Learning with Noisy and Unlabeled Data for Large Models beyond Categorization Tutorial in Conjunction with ICCV 2023

neural_renderer icon neural_renderer

Code for the paper "Neural 3D Mesh Renderer" by H. Kato, Y. Ushiku, and T. Harada.

pbrs icon pbrs

Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks

pyinn icon pyinn

CuPy fused PyTorch neural networks ops. Add sparse multiplication by Sifei Liu.

python-pcl icon python-pcl

Python bindings to the pointcloud library (pcl)

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

solo_beta icon solo_beta

Unofficial implementation for SOLO instance segmentation

unit icon unit

unsupervised/unpaired image-to-image translation using Coupled GANs

uvc icon uvc

Joint-task Self-supervised Learning for Temporal Correspondence (NeurIPS 2019)

vae_tutorial icon vae_tutorial

Caffe code to accompany my Tutorial on Variational Autoencoders

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