shaojiawei07's repositories

VL-VFE

Codes for paper "Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Method"

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BottleNetPlusPlus

Code for the paper: "BottleNet++: An End-to-End Approach for Feature Compression in Device-Edge Co-Inference Systems"

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Awesome-Deep-Neural-Network-Compression

Summary, Code for Deep Neural Network Quantization

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MINE_IB

An implementation of information bottleneck with mutual information neural estimation(MINE)

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MVTN

pytorch implementation of the ICCV'21 paper "MVTN: Multi-View Transformation Network for 3D Shape Recognition"

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compression

Learned image compression

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dgcnn.pytorch

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

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elmr

Support for working with light and electron microscopy fly brain data

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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GRM

[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".

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HowToCook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese).

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IDEAL

Query-Efficient Data-Free Learning from Black-Box Models

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Model_Inversion

A code implementation for model inversion attack

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opacus

Training PyTorch models with differential privacy

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pycls

Codebase for Image Classification Research, written in PyTorch.

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pytorch-cifar

95.47% on CIFAR10 with PyTorch

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recommenders

Best Practices on Recommendation Systems

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vision

Datasets, Transforms and Models specific to Computer Vision

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