Learning Visual Features from Large Weakly Supervised Data

6 November 2015

Armand Joulin

L. V. D. van der Maaten

Papers citing "Learning Visual Features from Large Weakly Supervised Data"

36 / 86 papers shown

Title
Multi-Label Learning from Single Positive Labels Elijah Cole Oisin Mac Aodha Titouan Lorieul Pietro Perona Dan Morris Nebojsa Jojic 23 108 0 17 Jun 2021
Poisoning and Backdooring Contrastive Learning Nicholas Carlini Andreas Terzis 38 156 0 17 Jun 2021
Exploring Visual Engagement Signals for Representation Learning Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge J. Belongie Ser-Nam Lim 21 13 0 15 Apr 2021
Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark Vincent Dumoulin N. Houlsby Utku Evci Xiaohua Zhai Ross Goroshin Sylvain Gelly Hugo Larochelle 27 26 0 06 Apr 2021
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types Thomas Mensink J. Uijlings Alina Kuznetsova Michael Gygli V. Ferrari VLM 43 80 0 24 Mar 2021
The Shape of Learning Curves: a Review T. Viering Marco Loog 18 122 0 19 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 123 27,772 0 26 Feb 2021
Self-Supervised Pretraining of 3D Features on any Point-Cloud Zaiwei Zhang Rohit Girdhar Armand Joulin Ishan Misra 3DPC 126 268 0 07 Jan 2021
Concept Generalization in Visual Representation Learning Mert Bulent Sariyildiz Yannis Kalantidis Diane Larlus Alahari Karteek SSL 28 50 0 10 Dec 2020
MoPro: Webly Supervised Learning with Momentum Prototypes Junnan Li Caiming Xiong S. Hoi 26 94 0 17 Sep 2020
Learning Video Representations from Textual Web Supervision Jonathan C. Stroud Zhichao Lu Chen Sun Jia Deng Rahul Sukthankar Cordelia Schmid David A. Ross SSL 40 48 0 29 Jul 2020
Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation Yongqin Xian Bruno Korbar Matthijs Douze Lorenzo Torresani Bernt Schiele Zeynep Akata VGen 18 18 0 09 Jul 2020
Radioactive data: tracing through training Alexandre Sablayrolles Matthijs Douze Cordelia Schmid Hervé Jégou 33 74 0 03 Feb 2020
Big Transfer (BiT): General Visual Representation Learning Alexander Kolesnikov Lucas Beyer Xiaohua Zhai J. Puigcerver Jessica Yung Sylvain Gelly N. Houlsby MQ 91 1,183 0 24 Dec 2019
Situational Fusion of Visual Representation for Visual Navigation Bokui (William) Shen Danfei Xu Yuke Zhu Leonidas J. Guibas Fei-Fei Li Silvio Savarese SSL 22 62 0 24 Aug 2019
Growing a Brain: Fine-Tuning by Increasing Model Capacity Yu-xiong Wang Deva Ramanan M. Hebert CLL 24 148 0 18 Jul 2019
Learning Loss for Active Learning Donggeun Yoo In So Kweon UQCV 15 652 0 09 May 2019
Scaling and Benchmarking Self-Supervised Visual Representation Learning Priya Goyal D. Mahajan Abhinav Gupta Ishan Misra SSL 24 396 0 03 May 2019
An Effective Label Noise Model for DNN Text Classification Ishan Jindal Daniel Pressel Brian Lester M. Nokleby NoLa 32 48 0 18 Mar 2019
Learning Finer-class Networks for Universal Representations Julien Girard-Satabin Y. Tamaazousti Hervé Le Borgne C´eline Hudelot SSL OOD 34 4 0 04 Oct 2018
Exploring the Limits of Weakly Supervised Pretraining D. Mahajan Ross B. Girshick Vignesh Ramanathan Kaiming He Manohar Paluri Yixuan Li Ashwin R. Bharambe L. V. D. van der Maaten VLM 80 1,356 0 02 May 2018
Learning From Noisy Singly-labeled Data A. Khetan Zachary Chase Lipton Anima Anandkumar NoLa 11 160 0 13 Dec 2017
Separating Self-Expression and Visual Content in Hashtag Supervision Andreas Veit Maximilian Nickel Serge J. Belongie L. V. D. van der Maaten VLM 20 29 0 27 Nov 2017
Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction Charles Corbière H. Ben-younes Alexandre Ramé Charles Ollion NoLa 36 86 0 27 Sep 2017
Attention Transfer from Web Images for Video Recognition Junnan Li Yongkang Wong Qi Zhao Mohan S. Kankanhalli 13 45 0 03 Aug 2017
Self-organized Hierarchical Softmax Yikang Shen Shawn Tan C. Pal Aaron Courville BDL 35 7 0 26 Jul 2017
Deep Learning is Robust to Massive Label Noise David Rolnick Andreas Veit Serge J. Belongie Nir Shavit NoLa 33 548 0 30 May 2017
Determinantal Point Processes for Mini-Batch Diversification Cheng Zhang Hedvig Kjellström Stephan Mandt 19 35 0 01 May 2017
Hard Mixtures of Experts for Large Scale Weakly Supervised Vision Sam Gross MarcÁurelio Ranzato Arthur Szlam MoE 14 101 0 20 Apr 2017
Learning From Noisy Large-Scale Datasets With Minimal Supervision Andreas Veit N. Alldrin Gal Chechik Ivan Krasin Abhinav Gupta Serge J. Belongie 23 476 0 06 Jan 2017
Learning Visual N-Grams from Web Data Ang Li Allan Jabri Armand Joulin L. V. D. van der Maaten VLM 20 136 0 29 Dec 2016
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification Maksim Lapin Matthias Hein Bernt Schiele 34 99 0 12 Dec 2016
Sampled Image Tagging and Retrieval Methods on User Generated Content Karl S. Ni Kyle Zaragoza Charles Foster C. Carrano Barry Y. Chen Yonas Tesfaye A. Gude 17 6 0 21 Nov 2016
Efficient softmax approximation for GPUs Edouard Grave Armand Joulin Moustapha Cissé David Grangier Hervé Jégou 21 270 0 14 Sep 2016
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 36 670 0 30 Aug 2016
A Multi-View Embedding Space for Modeling Internet Images, Tags, and their Semantics Yunchao Gong Qifa Ke Michael Isard Svetlana Lazebnik 3DV 76 584 0 18 Dec 2012