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BentengMa's Projects

adversarial photo adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

ano_pred_cvpr2018 photo ano_pred_cvpr2018

Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018

CapsNet-Keras photo CapsNet-Keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

conv_arithmetic photo conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cross-domain-detection photo cross-domain-detection

Codes and datasets for 'Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation' [Inoue+, CVPR2018].

darts photo darts

Differentiable architecture search for convolutional and recurrent networks


Densely Connected Pyramid Dehazing Network (CVPR'2018)

Detectron photo Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

FastMask photo FastMask

FastMask: Segment Multi-scale Object Candidates in One Shot


Fully Convolutional Instance-aware Semantic Segmentation

feature-selector photo feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

generative_inpainting photo generative_inpainting

Generative Image Inpainting with Contextual Attention, demo

IDN-Caffe photo IDN-Caffe

Caffe implementation of "Fast and Accurate Single Image Super-Resolution via Information Distillation Network"

IntraDA photo IntraDA

Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)

L-GM-loss photo L-GM-loss

Implementation of our accepted CVPR 2018 paper "Rethinking Feature Distribution for Loss Functions in Image Classification"

LatentGNN-V1-PyTorch photo LatentGNN-V1-PyTorch

Implementation of “LatentGNN: Learning Efficient Non-local Relations for Visual Recognition”(ICML 2019)

Learning-via-Translation photo Learning-via-Translation

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification ( CVPR2018

models photo models

Models and examples built with TensorFlow

NetDissect photo NetDissect

Network Dissection for quantifying interpretability of deep CNNs.

NetDissect-Lite photo NetDissect-Lite

Light version of Network Dissection for Quantifying Interpretability of Networks

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