A PyTorch Implementation of Knowledge Distillation on SSD

Cuda implementation for domain transform solver, an edge-aware optimization algorithm.

Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation

Implementations of CVPR 2019 paper Distilling Object Detectors with Fine-grained Feature Imitation

Official implementation of block state-based recursive network (BSRN) for super-resolution in TensorFlow

Official implementation of Efficient Cascading Residual Network for SR

2D Frame Inbetweening

PWC-Network with TensorFlow

A custom made layer for gated pooling in keras

my cpp implementation of True-Motion Estimation with 3-D Recursive Search Block Matching

Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.

SNIPER is an efficient multi-scale object detection algorithm

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

Progressive Calibration Networks (PCN) is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

Light-Head R-CNN

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing (CVPR 2018)

Face Recognition Project on MXNet

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

Implementation of Data-free Knowledge Distillation for Deep Neural Networks (on arxiv soon!)

A distillation practice implemented with Caffe2

caffe based mobilenet v2 deploy

An attempt at a convolutional neural network for denoising incomplete path tracing renders using Feature Pyramid Networks of Lin et al. (https://arxiv.org/pdf/1612.03144.pdf)

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

A Caffe implementation of PSROI-Align