Kaidi Cao (kaidic)

kaidic

Geek Repo

Company:Stanford University

Location:Stanford, CA

Home Page:https://ai.stanford.edu/~kaidicao/

Github PK Tool:Github PK Tool

Kaidi Cao's starred repositories

pytorch-cifar

95.47% on CIFAR10 with PyTorch

Language:PythonLicense:MITStargazers:5870Issues:84Issues:135

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

Language:PythonLicense:MITStargazers:5391Issues:127Issues:214

MinkowskiEngine

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Language:PythonLicense:NOASSERTIONStargazers:2391Issues:47Issues:542

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

Language:PythonLicense:MITStargazers:2230Issues:31Issues:35

temporal-shift-module

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

Language:PythonLicense:MITStargazers:2040Issues:42Issues:219

CCNet

CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).

Language:PythonLicense:MITStargazers:1409Issues:29Issues:115

semseg

Semantic Segmentation in Pytorch

Language:PythonLicense:MITStargazers:1321Issues:21Issues:84

OpenLongTailRecognition-OLTR

Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)

Language:PythonLicense:BSD-3-ClauseStargazers:837Issues:30Issues:71

DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

Language:PythonLicense:BSD-3-ClauseStargazers:797Issues:20Issues:52

TimeCycle

Learning Correspondence from the Cycle-consistency of Time (CVPR 2019)

inat_comp

iNaturalist competition details

Language:PythonLicense:MITStargazers:713Issues:23Issues:27

robust_loss_pytorch

A pytorch port of google-research/google-research/robust_loss/

Language:PythonLicense:Apache-2.0Stargazers:651Issues:13Issues:32

class-balanced-loss

Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019

Language:PythonLicense:MITStargazers:596Issues:20Issues:22

fair_self_supervision_benchmark

Scaling and Benchmarking Self-Supervised Visual Representation Learning

Language:PythonLicense:NOASSERTIONStargazers:587Issues:23Issues:13

PyVideoResearch

A repository of common methods, datasets, and tasks for video research

Language:PythonLicense:GPL-3.0Stargazers:532Issues:23Issues:25

augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

Language:Jupyter NotebookLicense:MITStargazers:525Issues:19Issues:16

realistic-ssl-evaluation

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

Language:PythonLicense:Apache-2.0Stargazers:459Issues:43Issues:20

amdim-public

Public repo for Augmented Multiscale Deep InfoMax representation learning

Language:PythonLicense:MITStargazers:396Issues:11Issues:16

multi-armed-bandit

Play with the solutions to the multi-armed-bandit problem.

SMPyBandits

🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on

Language:Jupyter NotebookLicense:MITStargazers:381Issues:20Issues:210

learning-to-reweight-examples

PyTorch Implementation of the paper Learning to Reweight Examples for Robust Deep Learning

Language:Jupyter NotebookStargazers:351Issues:12Issues:21

coral-cnn

Rank Consistent Ordinal Regression for Neural Networks with Application to Age Estimation

Language:PythonLicense:MITStargazers:333Issues:13Issues:38

seamseg

Seamless Scene Segmentation

Language:PythonLicense:BSD-3-ClauseStargazers:287Issues:18Issues:32

pytorch-resnet3d

I3D Nonlocal ResNets in Pytorch

CVPR19_Incremental_Learning

Learning a Unified Classifier Incrementally via Rebalancing

DCT_ICCV-2019

This is the public repository for our accepted ICCV 2019 paper "Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild"

Privacy-AdversarialLearning

[ECCV 2018] Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study

Language:Jupyter NotebookStargazers:38Issues:5Issues:3

LogisticCircuit

Logistic Circuits

Shallow-Deep-Networks

Source Code for ICML 2019 Paper "Shallow-Deep Networks: Understanding and Mitigating Network Overthinking"

Language:PythonLicense:MITStargazers:35Issues:1Issues:1