Exploring the Limits of Weakly Supervised Pretraining

2 May 2018

L. V. D. van der Maaten

VLM

ArXiv PDF HTML

Papers citing "Exploring the Limits of Weakly Supervised Pretraining"

50 / 825 papers shown

Title
The Lottery Ticket Hypothesis for Object Recognition Sharath Girish Shishira R. Maiya Kamal Gupta Hao Chen L. Davis Abhinav Shrivastava 75 60 0 08 Dec 2020
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations Ramprasaath R. Selvaraju Karan Desai Justin Johnson Nikhil Naik SSL 27 79 0 08 Dec 2020
A Self-Supervised Feature Map Augmentation (FMA) Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs Nikhil Kapoor C. Yuan Jonas Löhdefink Roland S. Zimmermann Serin Varghese Fabian Hüger Nico M. Schmidt Peter Schlicht Tim Fingscheidt AAML 27 4 0 02 Dec 2020
torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation Yoshitomo Matsubara 11 25 0 25 Nov 2020
Boundary-sensitive Pre-training for Temporal Localization in Videos Mengmeng Xu Juan-Manuel Perez-Rua Victor Escorcia Brais Martínez Xiatian Zhu Li Zhang Bernard Ghanem Tao Xiang 25 61 0 21 Nov 2020
Efficient Conditional Pre-training for Transfer Learning Shuvam Chakraborty Burak Uzkent Kumar Ayush Kumar Tanmay Evan Sheehan Stefano Ermon VLM 23 17 0 20 Nov 2020
Geography-Aware Self-Supervised Learning Kumar Ayush Burak Uzkent Chenlin Meng Kumar Tanmay Marshall Burke David B. Lobell Stefano Ermon SSL 25 227 0 19 Nov 2020
Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual Representations Xinyue Huo Lingxi Xie Longhui Wei Xiaopeng Zhang Hao Li Zijie Yang Wen-gang Zhou Houqiang Li Qi Tian SSL 8 13 0 19 Nov 2020
FROST: Faster and more Robust One-shot Semi-supervised Training Helena E. Liu L. Smith BDL OffRL 33 1 0 18 Nov 2020
A Tunnel Gaussian Process Model for Learning Interpretable Flight's Landing Parameters S. Goh N. P. Singh Zhi Jun Lim Sameer Alam 11 9 0 18 Nov 2020
Dense Contrastive Learning for Self-Supervised Visual Pre-Training Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li SSL 13 669 0 18 Nov 2020
Structural and Functional Decomposition for Personality Image Captioning in a Communication Game Minh-Thu Nguyen Duy Phung Minh Hoai Thien Huu Nguyen 25 4 0 17 Nov 2020
Hierarchical Complementary Learning for Weakly Supervised Object Localization Sabrina Narimene Benassou Wuzhen Shi Feng Jiang Abdallah Benzine WSOL 10 2 0 16 Nov 2020
Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions A. Mottaghi P. Sarma X. Amatriain Serena Yeung Anitha Kannan 11 10 0 12 Nov 2020
Intentonomy: a Dataset and Study towards Human Intent Understanding Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge J. Belongie Ser-Nam Lim 11 29 0 11 Nov 2020
An Information-Geometric Distance on the Space of Tasks Yansong Gao Pratik Chaudhari 9 21 0 01 Nov 2020
Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents Gregory Yauney Jack Hessel David M. Mimno ObjD 12 0 0 30 Oct 2020
Representation Learning for High-Dimensional Data Collection under Local Differential Privacy Alex Mansbridge G. Barbour Davide Piras Michael Murray Christopher Frye Ilya Feige David Barber 21 1 0 23 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 196 286 0 23 Oct 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 41 39,217 0 22 Oct 2020
Transferable Graph Optimizers for ML Compilers Yanqi Zhou Sudip Roy AmirAli Abdolrashidi Daniel Wong Peter C. Ma ... Mangpo Phitchaya Phothilimtha Shen Wang Anna Goldie Azalia Mirhoseini James Laudon GNN 6 53 0 21 Oct 2020
SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning Jianlei Chi YunHuan Qu Ting Liu Q. Zheng Heng Yin 41 50 0 21 Oct 2020
What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions Kiana Ehsani Daniel Gordon T. Nguyen Roozbeh Mottaghi Ali Farhadi 3DH SSL 10 2 0 16 Oct 2020
The Deep Bootstrap Framework: Good Online Learners are Good Offline Generalizers Preetum Nakkiran Behnam Neyshabur Hanie Sedghi OffRL 29 11 0 16 Oct 2020
Webly Supervised Image Classification with Metadata: Automatic Noisy Label Correction via Visual-Semantic Graph Jingkang Yang Weirong Chen Litong Feng Xiaopeng Yan Huabin Zheng Wayne Zhang NoLa 25 13 0 12 Oct 2020
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers Christoph Kamann Burkhard Güssefeld Robin Hutmacher J. H. Metzen Carsten Rother 8 18 0 12 Oct 2020
Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks Kun Yuan Quanquan Li Dapeng Chen Aojun Zhou Junjie Yan GNN 15 1 0 02 Oct 2020
Multi-Modal Open-Domain Dialogue Kurt Shuster Eric Michael Smith Da Ju Jason Weston AI4CE 33 42 0 02 Oct 2020
Learning Object Detection from Captions via Textual Scene Attributes Achiya Jerbi Roei Herzig Jonathan Berant Gal Chechik Amir Globerson 22 21 0 30 Sep 2020
MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search Cristian Cioflan Radu Timofte 4 2 0 29 Sep 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Kaihua Tang Jianqiang Huang Hanwang Zhang CML 9 434 0 28 Sep 2020
Preserving Integrity in Online Social Networks A. Halevy Cristian Canton Ferrer Hao Ma Umut Ozertem Patrick Pantel Marzieh Saeidi Fabrizio Silvestri Ves Stoyanov 17 57 0 22 Sep 2020
MoPro: Webly Supervised Learning with Momentum Prototypes Junnan Li Caiming Xiong S. Hoi 26 94 0 17 Sep 2020
The Devil is the Classifier: Investigating Long Tail Relation Classification with Decoupling Analysis Haiyang Yu Ningyu Zhang Shumin Deng Zonggang Yuan Yantao Jia Huajun Chen 17 15 0 15 Sep 2020
Adaptive Label Smoothing Ujwal Krothapalli A. Lynn Abbott 33 9 0 14 Sep 2020
Fundus Image Analysis for Age Related Macular Degeneration: ADAM-2020 Challenge Report Sharath M. Shankaranarayana MedIm 16 1 0 03 Sep 2020
Neural Crossbreed: Neural Based Image Metamorphosis Sanghun Park Kwanggyoon Seo Jun-yong Noh 12 4 0 02 Sep 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 22 165 0 01 Sep 2020
Webly Supervised Image Classification with Self-Contained Confidence Jingkang Yang Litong Feng Weirong Chen Xiaopeng Yan Huabin Zheng Ping Luo Wayne Zhang 12 15 0 27 Aug 2020
Traces of Class/Cross-Class Structure Pervade Deep Learning Spectra V. Papyan 8 77 0 27 Aug 2020
What is being transferred in transfer learning? Behnam Neyshabur Hanie Sedghi Chiyuan Zhang 29 505 0 26 Aug 2020
Self-Supervised Learning for Large-Scale Unsupervised Image Clustering Evgenii Zheltonozhskii Chaim Baskin A. Bronstein A. Mendelson SSL 14 10 0 24 Aug 2020
Seesaw Loss for Long-Tailed Instance Segmentation Jiaqi Wang Wenwei Zhang Yuhang Zang Yuhang Cao Jiangmiao Pang Tao Gong Kai-xiang Chen Ziwei Liu Chen Change Loy Dahua Lin 10 233 0 23 Aug 2020
COVID-19 in differential diagnosis of online symptom assessments A. Kannan Richard J. Chen V. Venkataraman Geoffrey Tso X. Amatriain OOD 16 1 0 07 Aug 2020
Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding Judith Gaspers Q. Do Fabian Triefenbach 18 5 0 06 Aug 2020
Entropy Guided Adversarial Model for Weakly Supervised Object Localization Sabrina Narimene Benassou Wuzhen Shi Feng Jiang GAN AAML WSOL 18 5 0 04 Aug 2020
Learning Stereo from Single Images Jamie Watson Oisin Mac Aodha Daniyar Turmukhambetov Gabriel J. Brostow Michael Firman 14 69 0 04 Aug 2020
Learning Visual Representations with Caption Annotations Mert Bulent Sariyildiz J. Perez Diane Larlus VLM SSL 16 159 0 04 Aug 2020
Classification of Multiple Diseases on Body CT Scans using Weakly Supervised Deep Learning F. I. Tushar Vincent M. DÁnniballe Rui Hou Maciej Mazurowski Wanyi Fu Ehsan Samei Geoffrey D. Rubin J. Lo OOD 19 19 0 03 Aug 2020
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020) Samuel Albanie Yang Liu Arsha Nagrani Antoine Miech Ernesto Coto ... Kaixu Cui Hui Liu Chen Wang Yudong Jiang Xiaoshuai Hao 26 9 0 03 Aug 2020