shuoyang-1998 Goto Github PK

bltm

[ICML'2022] Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network

cafe

This is a method of dataset condensation, and it has been accepted by CVPR-2022.

datasetcondensation

Dataset Condensation (ICLR21 and ICML21)

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

few-shot-classification-leaderboard

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

few_shot_distribution_calibration

[ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration

lc-booster

learn2learn

A PyTorch Library for Meta-learning Research

multivariate-laplace-extension-for-scipy

Implementation of SciPy extension for random Multivariate Double Exponential (Laplace) distribution

owod

(CVPR 2021 Oral) Open World Object Detection

part-dependent-label-noise

NeurIPS'2020: Part-dependent Label Noise: Towards Instance-dependent Label Noise

partimagenet

Introduction and scripts for the paper "PartImageNet: A Large, High-Quality Dataset of Parts" (Ju He, Shuo Yang, Shaokang Yang, Adam Kortylewski, Xiaoding Yuan, Jie-Neng Chen, Shuai Liu, Cheng Yang, Alan Yuille).

pytorch-cifar

95.47% on CIFAR10 with PyTorch

shuoyang-1998.github.io

vision

Datasets, Transforms and Models specific to Computer Vision