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a-unified-game-theoretic-interpretation-of-adversarial-robustness

The official implementation of A Unified Game-Theoretic Interpretation of Adversarial Robustness.

albef

Code for ALBEF: a new vision-language pre-training method

aster.pytorch

ASTER in Pytorch

blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

caam

[ICCV 2021] Released code for Causal Attention for Unbiased Visual Recognition

causal_reading_group

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

cbam.pytorch

Non-official implement of Paper：CBAM: Convolutional Block Attention Module

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

compton

A compositor for X11.

crnn

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

epipolarpose

Self-Supervised Learning of 3D Human Pose using Multi-view Geometry (accepted to CVPR2019)

f-principle

code to show F-Principle in the DNN training

feature-complexity

PyTorch implementation for "Interpreting and Disentangling Feature Components of Various Complexity from DNNs"

hrm

The code for the paper 'Heterogeneous Risk Minimization' of ICML2021.

ibsgd

idnns

explore DNNs via Infomration

integral-human-pose

Integral Human Pose Regression

integral-human-pose-regression-for-3d-human-pose-estimation

PyTorch implementation of "Integral Human Pose Regression", ECCV 2018

invariantriskminimization

PyTorch code to run synthetic experiments.

ip-irm

[NeurIPS 2021] The PyTorch implementation of paper "Self-Supervised Learning Disentangled Group Representation as Feature"

kernelized-hrm

The code for our NeurIPS 2021 paper "Kernelized Heterogeneous Risk Minimization".

kgmsft.github.io

lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

metasploit-framework

Metasploit Framework

mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA for (Deep) Machine Learning

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more