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Meta-transfer Learning for Few-shot Learning
Meta-transfer Learning for Few-shot Learning Yaoyao Liu Tianjin University and NUS School of Computing. OUTLINE • Research Background • Methods • Meta-transfer Learning • Hard-task Meta Batch • Experiments and Conclusions. Research Background • Deep learning achieved a lot of success in many fields: Computer Vision, NLP… • Limitation: most algorithms are based on …
Yyliu.netfew-shot-classification-leaderboard/index.html at main ...
Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS. - few-shot-classification-leaderboard/index.html at main ...
Github.comfew-shot-classification-leaderboard/CNAME at main · yaoyao ...
Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS. - few-shot-classification-leaderboard/CNAME at main · yaoyao-liu/few-shot-classification-leaderboard
Github.com[PDF] Few-shot learning using pre-training and shots ...
We use the EMNIST dataset of handwritten digits to test a simple approach for few-shot learning. A fully connected neural network is pre-trained with a subset of the 10 digits and used for few-shot learning with untrained digits. Two basic ideas are introduced: during few-shot learning the learning of the first layer is disabled, and for every shot a previously unknown digit is used …
Semanticscholar.orgInterventional Few-Shot Learning - GitHub
2021-07-28 · This project provides a strong Baseline with WRN28-10 and ResNet-10 backbone for the following Few-Shot Learning methods: This also includes implementation of our NeurIPS 2020 paper Interventional Few-Shot Learning, which proposes IFSL classifier based on intervention P (Y|do (X)) to remove the confounding bias from pre-trained knowledge.
Github.comYaoyao Liu's Homepage
[Aug. 2020] Our paper about few-shot learning is accepted to IEEE TPAMI. [July 2020] Our paper about few-shot learning is accepted to ECCV 2020. [Feb. 2020] Our paper about class-incremental learning is accepted to CVPR 2020. [Feb. 2020] We will host the ACM Multimedia Asia 2020 conference in Singapore! [Sept. 2019] Our paper about few-shot learning is …
Mpi-inf.mpg.defew-shot-learning · GitHub Topics · GitHub
2019-05-13 · GitHub is where people build software. More than 65 million people use GitHub to discover, fork, and contribute to over 200 million projects.
Github.comFEW-SHOT CONCEPT LEARNING | Semantic Scholar
We present neural architectures that disentangle RGB-D images into objects’ shapes and styles and a map of the background scene, and explore their applications for few-shot 3D object detection and few-shot concept classification. Our networks incorporate architectural biases that reflect the image formation process, 3D geometry of the world scene, and shape-style …
Semanticscholar.orgUpdate README.md · yaoyao-liu/meta-transfer-learning ...
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019) - yaoyao-liu/meta-transfer-learning
Github.comUpdate README.md · yaoyao-liu/meta-transfer-learning ...
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019) - Update README.md · yaoyao-liu/meta-transfer-learning@745cffd
Github.com[ Archived Post ] Few-Shot Image Recognition by Predicting ...
2019-06-09 · [ Archived Post ] Few-Shot Image Recognition by Predicting Parameters from Activations. Jae Duk Seo. Jun 9, 2019 · 3 min read. Please note that this post is for my own educational purposes. This ...
Medium.comUpdate README.md · icoz69/DeepEMD@04cfc55 · GitHub
Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020 - icoz69/DeepEMD
Github.comUpdate README.md · xinzheli1217/learning-to-self-train ...
Learning to Self-Train for Semi-Supervised Few-Shot - Update README.md · xinzheli1217/learning-to-self-train@b365d7a
Github.comShot by Yaazy - S.B.Y Photography - Home | Facebook
Shot by Yaazy - S.B.Y Photography. 114 likes. Photographer
Facebook.comfsl-html-source/index.html at master · yaoyao-liu/fsl-html ...
Contribute to yaoyao-liu/fsl-html-source development by creating an account on GitHub.
Github.comGitHub - amiaojj/meta-transfer-learning-tensorflow: The ...
The TensorFlow implementation for "Meta-Transfer Learning for Few-Shot Learning" - GitHub - amiaojj/meta-transfer-learning-tensorflow: The TensorFlow implementation for "Meta-Transfer Learning for Few-Shot Learning"
Github.comMeta-Transfer Learning for Few-Shot Learning
Meta-Transfer Learning for Few-Shot Learning. This repository contains the TensorFlow and PyTorch implementation for the CVPR 2019 Paper "Meta-Transfer Learning for Few-Shot Learning" by Qianru Sun*, Yaoyao Liu*, Tat-Seng Chua, and Bernt Schiele (*=equal contribution).. If you have any questions on this repository or the related paper, feel free to create an issue or …
Opensourcelibs.comYNW Melly 'Leaked' Jail Photos Reveal First ... - Capital XTRA
2019-05-10 · YNW Melly photos of him in jail have surfaced and have taken the internet by storm. This is the first time there has been a photo of him since …
Capitalxtra.comYaoyao Liu - Medium
2020-04-08 · Read writing from Yaoyao Liu on Medium. Ph.D. Student in Computer Vision. Every day, Yaoyao Liu and thousands of other voices read, write, and …
Medium.comTwitch
Twitch ... fewry-
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