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Zhuang Zhuang

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@bohanzhuang
bohanzhuang.github.io/

Towards-Effective-Low-bitwidth-Convolutional-Neural-Networks. This repository implements the paper "Effective Training of Convolutional Neural Networks with Low-bitwidth Weights and Activations"

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Group-Net-image-classification. Structured Binary Neural Networks for Image Recognition

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Group-Net-semantic-segmentation. Structured Binary Neural Networks for Image Recognition

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HCVRD-a-benchmark-for-large-scale-Human-Centered-Visual-Relationship-Detection. HCVRD: a benchmark for large-scale Human-Centered Visual Relationship Detection

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Towards-Context-aware-Interaction-Recognition-for-Visual-Relationship-Detection. Towards Context-aware Interaction Recognition for Visual Relationship Detection

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Fast-Training-of-Triplet-based-Deep-Binary-Embedding-Networks. Fast-Training-of-Triplet-based-Deep-Binary-Embedding-Networks

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Parallel-Attention-A-Unified-Framework-for-Visual-Object-Discovery-through-Dialogs-and-Queries. Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries

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role-kd. Role-Wise Data Augmentation for Knowledge Distillation

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DoReFa-Net-implementation. Python

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Attend-in-Groups-a-Weakly-supervised-Deep-Learning-Framework-for-Learning-from-Web-Data. Attend in Groups: a Weakly-supervised Deep Learning Framework for Learning from Web Data

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ResNet-18-Caffemodel-on-ImageNet. ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

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model-quantization. Collections of model quantization algorithms. Any issues, please contact Peng Chen (blueardour@gmail.com)

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FCOS. FCOS: Fully Convolutional One-Stage Object Detection

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tensorpack. Neural Network Toolbox on TensorFlow

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bohanzhuang.github.io. JavaScript

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996.ICU. Repo for counting stars and contributing. Press F to pay respect to glorious developers.

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Visual-Tracking-via-Discriminative-Sparse-Similarity-Map. Visual Tracking via Discriminative Sparse Similarity Map

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DCP. Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”

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pytorch-caffe-darknet-convert. convert between pytorch, caffe prototxt/weights and darknet cfg/weights

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Lasagne. Lightweight library to build and train neural networks in Theano

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DeepLabv3.pytorch. PyTorch implementation of DeepLabv3

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GDFQ. official implementation of Generative Low-bitwidth Data Free Quantization(GDFQ)

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vision. Datasets, Transforms and Models specific to Computer Vision

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ziplab.github.io. HTML

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