Exploring the Limits of Weakly Supervised Pretraining

2 May 2018

L. V. D. van der Maaten

VLM

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Papers citing "Exploring the Limits of Weakly Supervised Pretraining"

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Domain-Aware Dynamic Networks Tianyuan Zhang Bichen Wu Xin Wang Joseph E. Gonzalez Kurt Keutzer 14 6 0 26 Nov 2019
Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels Lu Jiang Di Huang Mason Liu Weilong Yang NoLa 11 3 0 21 Nov 2019
Adversarial Examples Improve Image Recognition Cihang Xie Mingxing Tan Boqing Gong Jiang Wang Alan Yuille Quoc V. Le AAML 19 564 0 21 Nov 2019
DermGAN: Synthetic Generation of Clinical Skin Images with Pathology Amirata Ghorbani Vivek Natarajan David Coz Yuan Liu GAN MedIm 13 98 0 20 Nov 2019
Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation Ziyi Kou Guofeng Cui Shaojie Wang Wentian Zhao Chenliang Xu WSOL 9 1 0 17 Nov 2019
In-domain representation learning for remote sensing Maxim Neumann André Susano Pinto Xiaohua Zhai N. Houlsby SSL 21 62 0 15 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 21 11,840 0 13 Nov 2019
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 39 2,358 0 11 Nov 2019
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents Kurt Shuster Da Ju Stephen Roller Emily Dinan Y-Lan Boureau Jason Weston 12 81 0 09 Nov 2019
Certified Data Removal from Machine Learning Models Chuan Guo Tom Goldstein Awni Y. Hannun L. V. D. van der Maaten MU 29 413 0 08 Nov 2019
Progressive Compressed Records: Taking a Byte out of Deep Learning Data Michael Kuchnik George Amvrosiadis Virginia Smith 11 9 0 01 Nov 2019
Training ASR models by Generation of Contextual Information Kritika Singh Dmytro Okhonko Jun Liu Yongqiang Wang Frank Zhang ... Sergey Edunov Fuchun Peng Yatharth Saraf Geoffrey Zweig Abdel-rahman Mohamed 22 7 0 27 Oct 2019
Learning an Efficient Network for Large-Scale Hierarchical Object Detection with Data Imbalance: 3rd Place Solution to Open Images Challenge 2019 Xingyuan Bu Junran Peng Changbao Wang Cunjun Yu Guoliang Cao ObjD 10 2 0 26 Oct 2019
Towards Train-Test Consistency for Semi-supervised Temporal Action Localization Xudong Lin Zheng Shou Shih-Fu Chang 15 2 0 24 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 62 19,415 0 23 Oct 2019
Multi-Resolution Weak Supervision for Sequential Data Frederic Sala P. Varma Jason Alan Fries Daniel Y. Fu Shiori Sagawa ... A. Ramamoorthy K. Xiao Kayvon Fatahalian J. Priest Christopher Ré NoLa 6 28 0 21 Oct 2019
Decoupling Representation and Classifier for Long-Tailed Recognition Bingyi Kang Saining Xie Marcus Rohrbach Zhicheng Yan Albert Gordo Jiashi Feng Yannis Kalantidis OODD 19 1,186 0 21 Oct 2019
Enforcing Reasoning in Visual Commonsense Reasoning Hammad A. Ayyubi Md. Mehrab Tanjim D. Kriegman ReLM OOD 16 2 0 21 Oct 2019
Electro-Magnetic Side-Channel Attack Through Learned Denoising and Classification Florian Lemarchand Cyril Marlin Florent Montreuil Erwan Nogues Maxime Pelcat AAML 12 12 0 16 Oct 2019
Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data N. Gessert M. Nielsen M. Shaikh R. Werner Alexander Schlaefer 13 255 0 09 Oct 2019
Transforming the output of GANs by fine-tuning them with features from different datasets Terence Broad M. Grierson 6 3 0 06 Oct 2019
An empirical study of pretrained representations for few-shot classification Tiago Ramalho Laura Vana-Gur P. Filzmoser VLM 9 6 0 03 Oct 2019
SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum Jianyu Wang Vinayak Tantia Nicolas Ballas Michael G. Rabbat 4 200 0 01 Oct 2019
Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data Utkarsh Ojha Krishna Kumar Singh Cho-Jui Hsieh Yong Jae Lee DRL 16 3 0 01 Oct 2019
RandAugment: Practical automated data augmentation with a reduced search space E. D. Cubuk Barret Zoph Jonathon Shlens Quoc V. Le MQ 31 3,412 0 30 Sep 2019
GDP: Generalized Device Placement for Dataflow Graphs Yanqi Zhou Sudip Roy AmirAli Abdolrashidi Daniel Wong Peter C. Ma ... Ming Zhong Hanxiao Liu Anna Goldie Azalia Mirhoseini James Laudon GNN 11 38 0 28 Sep 2019
Multi-task Batch Reinforcement Learning with Metric Learning Jiachen Li Q. Vuong Shuang Liu Minghua Liu K. Ciosek Keith Ross Henrik I. Christensen H. Su OffRL 13 2 0 25 Sep 2019
Pretraining boosts out-of-domain robustness for pose estimation Alexander Mathis Thomas Biasi Steffen Schneider Mert Yüksekgönül Byron Rogers Matthias Bethge Mackenzie W. Mathis OOD 22 122 0 24 Sep 2019
Adversarial Learning of General Transformations for Data Augmentation Saypraseuth Mounsaveng David Vazquez Ismail Ben Ayed M. Pedersoli 14 10 0 21 Sep 2019
Chinese Street View Text: Large-scale Chinese Text Reading with Partially Supervised Learning Yipeng Sun Jiaming Liu Wei Liu Junyu Han Errui Ding Jingtuo Liu 19 50 0 17 Sep 2019
Scaling Object Detection by Transferring Classification Weights Jason Kuen Federico Perazzi Zhe-nan Lin Jianming Zhang Yap-Peng Tan ViT 6 18 0 15 Sep 2019
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs J. Kubilius Martin Schrimpf Kohitij Kar Ha Hong N. Majaj ... Kailyn Schmidt Aran Nayebi Daniel M. Bear Daniel L. K. Yamins J. DiCarlo 33 256 0 13 Sep 2019
Understanding the Effects of Pre-Training for Object Detectors via Eigenspectrum Yosuke Shinya E. Simo-Serra Taiji Suzuki 19 12 0 09 Sep 2019
Pretrained AI Models: Performativity, Mobility, and Change L. Varshney N. Keskar R. Socher 16 20 0 07 Sep 2019
Semantic-Aware Scene Recognition Alejandro López-Cifuentes Marcos Escudero-Viñolo Jesús Bescós Álvaro García-Martín 13 102 0 05 Sep 2019
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering Soravit Changpinyo Bo Pang Piyush Sharma Radu Soricut ObjD 17 20 0 04 Sep 2019
High Accuracy and High Fidelity Extraction of Neural Networks Matthew Jagielski Nicholas Carlini David Berthelot Alexey Kurakin Nicolas Papernot MLAU MIACV 23 369 0 03 Sep 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 16 457 0 31 Aug 2019
GeoStyle: Discovering Fashion Trends and Events Utkarsh Mall Kevin Blackburn-Matzen B. Hariharan Noah Snavely Kavita Bala 11 62 0 29 Aug 2019
Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning Linchao Zhu Sercan Ö. Arik Yezhou Yang Tomas Pfister 11 5 0 29 Aug 2019
Transferability and Hardness of Supervised Classification Tasks Anh Tran Cuong V Nguyen Tal Hassner 134 164 0 21 Aug 2019
Needles in Haystacks: On Classifying Tiny Objects in Large Images Nick Pawlowski Suvrat Bhooshan Nicolas Ballas F. Ciompi Ben Glocker M. Drozdzal 16 22 0 16 Aug 2019
Benchmarking the Robustness of Semantic Segmentation Models Christoph Kamann Carsten Rother VLM UQCV 6 160 0 14 Aug 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 12 1,329 0 08 Aug 2019
Use What You Have: Video Retrieval Using Representations From Collaborative Experts Yang Liu Samuel Albanie Arsha Nagrani Andrew Zisserman 28 387 0 31 Jul 2019
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection Q. Li Zeyi Wen Zhaomin Wu Sixu Hu Naibo Wang Yuan N. Li Xu Liu Bingsheng He FedML 18 968 0 23 Jul 2019
Green AI Roy Schwartz Jesse Dodge Noah A. Smith Oren Etzioni 29 1,101 0 22 Jul 2019
Why Build an Assistant in Minecraft? Arthur Szlam Jonathan Gray Kavya Srinet Yacine Jernite Armand Joulin ... Siddharth Goyal Demi Guo Dan Rothermel C. L. Zitnick Jason Weston LLMAG 12 29 0 22 Jul 2019
CraftAssist: A Framework for Dialogue-enabled Interactive Agents Jonathan Gray Kavya Srinet Yacine Jernite Haonan Yu Zhuoyuan Chen Demi Guo Siddharth Goyal C. L. Zitnick Arthur Szlam 22 38 0 19 Jul 2019
Robustness properties of Facebook's ResNeXt WSL models Emin Orhan VLM 6 30 0 17 Jul 2019