What makes ImageNet good for transfer learning?

30 August 2016

Papers citing "What makes ImageNet good for transfer learning?"

50 / 315 papers shown

Title
Situational Fusion of Visual Representation for Visual Navigation Bokui (William) Shen Danfei Xu Yuke Zhu Leonidas J. Guibas Fei-Fei Li Silvio Savarese SSL 27 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
Pay Attention to Convolution Filters: Towards Fast and Accurate Fine-Grained Transfer Learning Xiangxi Mo Ruizhe Cheng Tianyi Fang 21 3 0 12 Jun 2019
Efficient Object Embedding for Spliced Image Retrieval Bor-Chun Chen Zuxuan Wu L. Davis Ser-Nam Lim 32 8 0 28 May 2019
Overlearning Reveals Sensitive Attributes Congzheng Song Vitaly Shmatikov 11 148 0 28 May 2019
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese Enkhbold Bataa Joshua Wu 13 33 0 23 May 2019
A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis Linda Studer Michele Alberti Vinaychandran Pondenkandath Pinar Goktepe Thomas Kolonko Andreas Fischer Marcus Liwicki Rolf Ingold VLM 25 52 0 22 May 2019
Ship classification from overhead imagery using synthetic data and domain adaptation C. Ward Josh Harguess Cameron Hilton 9 40 0 10 May 2019
Large-scale weakly-supervised pre-training for video action recognition Deepti Ghadiyaram Matt Feiszli Du Tran Xueting Yan Heng Wang D. Mahajan 8 297 0 02 May 2019
A critical analysis of self-supervision, or what we can learn from a single image Yuki M. Asano Christian Rupprecht Andrea Vedaldi SSL 27 145 0 30 Apr 2019
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification Fábio Perez Sandra Avila Eduardo Valle 17 56 0 29 Apr 2019
Sequential modeling of Sessions using Recurrent Neural Networks for Skip Prediction Sainath Adapa 17 3 0 23 Apr 2019
Incremental multi-domain learning with network latent tensor factorization Adrian Bulat Jean Kossaifi Georgios Tzimiropoulos M. Pantic CLL 19 34 0 12 Apr 2019
An Analysis of Pre-Training on Object Detection Hengduo Li Bharat Singh Mahyar Najibi Zuxuan Wu L. Davis ObjD 17 39 0 11 Apr 2019
ThisIsCompetition at SemEval-2019 Task 9: BERT is unstable for out-of-domain samples Cheoneum Park Juae Kim Hyeon-gu Lee Reinald Kim Amplayo H. Kim Jungyun Seo Changki Lee 11 12 0 06 Apr 2019
Learning Implicit Generative Models by Matching Perceptual Features Cicero Nogueira dos Santos Youssef Mroueh Inkit Padhi Pierre L. Dognin GAN 31 28 0 04 Apr 2019
Enhanced Transfer Learning with ImageNet Trained Classification Layer Tasfia Shermin S. Teng Manzur Murshed Guojun Lu Ferdous Sohel Manoranjan Paul 14 1 0 25 Mar 2019
Overcoming Small Minirhizotron Datasets Using Transfer Learning Weihuang Xu Guohao Yu A. Zare B. Zurweller D. Rowland J. Reyes‐Cabrera F. Fritschi R. Matamala T. Juenger 27 37 0 22 Mar 2019
Transfusion: Understanding Transfer Learning for Medical Imaging M. Raghu Chiyuan Zhang Jon M. Kleinberg Samy Bengio MedIm 28 972 0 14 Feb 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 65 4,250 0 02 Feb 2019
Using Pre-Training Can Improve Model Robustness and Uncertainty Dan Hendrycks Kimin Lee Mantas Mazeika NoLa 31 719 0 28 Jan 2019
DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks Xingjian Li Haoyi Xiong Hanchao Wang Yuxuan Rao Liping Liu Zeyu Chen Jun Huan 13 171 0 26 Jan 2019
Fast and Accurate Person Re-Identification with RMNet Evgeny Izutov 3DH 32 6 0 06 Dec 2018
Transfer Learning Using Classification Layer Features of CNN Tasfia Shermin Manzur Murshed Guojun Lu S. Teng 14 6 0 19 Nov 2018
Focusing on the Big Picture: Insights into a Systems Approach to Deep Learning for Satellite Imagery Ritwik Gupta Carson D. Sestili J. Vazquez-Trejo Matthew E. Gaston VLM 15 2 0 12 Nov 2018
NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision Biyi Fang Xiao Zeng Mi Zhang 3DH 25 263 0 23 Oct 2018
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation Radek Mackowiak Philip Lenz Omair Ghori Ferran Diego O. Lange Carsten Rother 37 108 0 23 Oct 2018
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
Scattering Networks for Hybrid Representation Learning Edouard Oyallon Sergey Zagoruyko Gabriel Huang N. Komodakis Simon Lacoste-Julien Matthew Blaschko Eugene Belilovsky 21 84 0 17 Sep 2018
Zero-Shot Cross-lingual Classification Using Multilingual Neural Machine Translation Akiko Eriguchi Melvin Johnson Orhan Firat Hideto Kazawa Wolfgang Macherey 20 62 0 12 Sep 2018
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 22 143 0 14 Aug 2018
Shared Multi-Task Imitation Learning for Indoor Self-Navigation Junhong Xu Qiwei Liu Hanqing Guo Aaron Kageza Saeed AlQarni Shaoen Wu 19 11 0 14 Aug 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 24 81 0 20 Jun 2018
Transfer Learning with Human Corneal Tissues: An Analysis of Optimal Cut-Off Layer Nadezhda Prodanova Johannes Stegmaier S. Allgeier S. Bohn O. Stachs B. Köhler Ralf Mikut A. Bartschat OOD MedIm 17 4 0 19 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 25 475 0 16 Jun 2018
Do Better ImageNet Models Transfer Better? Simon Kornblith Jonathon Shlens Quoc V. Le OOD MLT 91 1,309 0 23 May 2018
The EuroCity Persons Dataset: A Novel Benchmark for Object Detection Markus Braun Sebastian Krebs F. Flohr D. Gavrila ObjD 24 226 0 18 May 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 86 1,356 0 02 May 2018
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 212 292 0 01 May 2018
Class Subset Selection for Transfer Learning using Submodularity Varun Manjunatha Srikumar Ramalingam Tim K. Marks L. Davis 13 6 0 30 Mar 2018
Hierarchical Transfer Convolutional Neural Networks for Image Classification Xishuang Dong Hsiang-Huang Wu Yuzhong Yan Lijun Qian 36 5 0 30 Mar 2018
Universal Language Model Fine-tuning for Text Classification Jeremy Howard Sebastian Ruder VLM 21 274 0 18 Jan 2018
Learning More Universal Representations for Transfer-Learning Y. Tamaazousti Hervé Le Borgne C´eline Hudelot M. Seddik M. Tamaazousti OOD SSL 19 57 0 27 Dec 2017
Material Classification using Neural Networks Anca Sticlaru 11 4 0 17 Oct 2017
Neural Program Meta-Induction Jacob Devlin Rudy Bunel Rishabh Singh Matthew J. Hausknecht Pushmeet Kohli 25 72 0 11 Oct 2017
Robotic Pick-and-Place of Novel Objects in Clutter with Multi-Affordance Grasping and Cross-Domain Image Matching Andy Zeng Shuran Song Kuan-Ting Yu E. Donlon F. Hogan ... Druck Green Ian H. Taylor Weber Liu Thomas Funkhouser Alberto Rodriguez 18 629 0 03 Oct 2017
One-Shot Learning for Semantic Segmentation Amirreza Shaban Shray Bansal Ziqiang Liu Irfan Essa Byron Boots SSeg VLM 16 692 0 11 Sep 2017
The Devil is in the Tails: Fine-grained Classification in the Wild Grant Van Horn Pietro Perona VLM 34 205 0 05 Sep 2017
What Actions are Needed for Understanding Human Actions in Videos? Gunnar A. Sigurdsson Olga Russakovsky Abhinav Gupta 14 133 0 09 Aug 2017
Analysis and Optimization of Convolutional Neural Network Architectures Martin Thoma 22 72 0 31 Jul 2017