Do Better ImageNet Models Transfer Better?

23 May 2018

Papers citing "Do Better ImageNet Models Transfer Better?"

39 / 639 papers shown

Title
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 9 17,697 0 28 May 2019
Efficient Object Embedding for Spliced Image Retrieval Bor-Chun Chen Zuxuan Wu L. Davis Ser-Nam Lim 24 8 0 28 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A Comprehensive Study of ImageNet Pre-Training for Historical Document Image Analysis Linda Studer Michele Alberti Vinaychandran Pondenkandath Pinar Goktepe Thomas Kolonko Andreas Fischer Marcus Liwicki Rolf Ingold VLM 17 52 0 22 May 2019
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification Fábio Perez Sandra Avila Eduardo Valle 9 56 0 29 Apr 2019
Attention Augmented Convolutional Networks Irwan Bello Barret Zoph Ashish Vaswani Jonathon Shlens Quoc V. Le 8 998 0 22 Apr 2019
An Analysis of Pre-Training on Object Detection Hengduo Li Bharat Singh Mahyar Najibi Zuxuan Wu L. Davis ObjD 6 39 0 11 Apr 2019
CondConv: Conditionally Parameterized Convolutions for Efficient Inference Brandon Yang Gabriel Bender Quoc V. Le Jiquan Ngiam MedIm 3DV 10 621 0 10 Apr 2019
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNet Youshan Zhang Brian D. Davison OOD 10 17 0 04 Apr 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 19 433 0 14 Mar 2019
Ultrasound Image Representation Learning by Modeling Sonographer Visual Attention Richard Droste Yifan Cai H. Sharma P. Chatelain L. Drukker A. Papageorghiou J. A. Noble MedIm 11 32 0 07 Mar 2019
Neural Networks Trained on Natural Scenes Exhibit Gestalt Closure Been Kim Emily Reif Martin Wattenberg Samy Bengio Michael C. Mozer 23 30 0 04 Mar 2019
Learning a Deep ConvNet for Multi-label Classification with Partial Labels Thibaut Durand Nazanin Mehrasa Greg Mori SSL 11 227 0 26 Feb 2019
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument S. Hasan Cristian A. Linte MedIm 17 92 0 24 Feb 2019
Image Aesthetics Assessment Using Composite Features from off-the-Shelf Deep Models Xin Fu Jia Yan Cien Fan 17 17 0 22 Feb 2019
Transfusion: Understanding Transfer Learning for Medical Imaging M. Raghu Chiyuan Zhang Jon M. Kleinberg Samy Bengio MedIm 17 972 0 14 Feb 2019
Do ImageNet Classifiers Generalize to ImageNet? Benjamin Recht Rebecca Roelofs Ludwig Schmidt Vaishaal Shankar OOD SSeg VLM 14 1,648 0 13 Feb 2019
PAC-Bayes Analysis of Sentence Representation Kento Nozawa Issei Sato 19 3 0 12 Feb 2019
Deep Learning Methods for Event Verification and Image Repurposing Detection Michael Goebel A. Flenner L. Nataraj B. S. Manjunath 19 8 0 11 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 12 4,235 0 02 Feb 2019
Backbone Can Not be Trained at Once: Rolling Back to Pre-trained Network for Person Re-Identification Youngmin Ro Jongwon Choi D. Jo Byeongho Heo Jongin Lim J. Choi 11 16 0 18 Jan 2019
Transfer learning from language models to image caption generators: Better models may not transfer better Marc Tanti Albert Gatt K. Camilleri VLM 18 3 0 01 Jan 2019
Skin Lesions Classification Using Convolutional Neural Networks in Clinical Images Danilo Barros Mendes Nilton Correia da Silva MedIm 8 46 0 06 Dec 2018
Deep Learning at Scale for the Construction of Galaxy Catalogs in the Dark Energy Survey Asad Khan Eliu A. Huerta Si-Yang Wang R. Gruendl Elise Jennings Huihuo Zheng 12 30 0 05 Dec 2018
Complete the Look: Scene-based Complementary Product Recommendation Wang-Cheng Kang Eric Kim J. Leskovec Charles R. Rosenberg Julian McAuley 11 76 0 04 Dec 2018
Task-generalizable Adversarial Attack based on Perceptual Metric Muzammal Naseer Salman H. Khan Shafin Rahman Fatih Porikli AAML 11 39 0 22 Nov 2018
SpotTune: Transfer Learning through Adaptive Fine-tuning Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 17 444 0 21 Nov 2018
Domain Adaptive Transfer Learning with Specialist Models Jiquan Ngiam Daiyi Peng Vijay Vasudevan Simon Kornblith Quoc V. Le Ruoming Pang 11 108 0 16 Nov 2018
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism Yanping Huang Yonglong Cheng Ankur Bapna Orhan Firat Mia Xu Chen ... HyoukJoong Lee Jiquan Ngiam Quoc V. Le Yonghui Wu Zhifeng Chen GNN MoE 11 7 0 16 Nov 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 23 144 0 15 Oct 2018
Weakly Supervised Object Detection in Artworks Nicolas Gonthier Y. Gousseau Saïd Ladjal Olivier Bonfait ObjD 9 70 0 05 Oct 2018
Target Transfer Q-Learning and Its Convergence Analysis Yue Wang Qi Meng Wei Cheng Yuting Liu Zhiming Ma Tie-Yan Liu 6 30 0 21 Sep 2018
DeeSIL: Deep-Shallow Incremental Learning Eden Belouadah Adrian Daniel Popescu CLL 6 73 0 20 Aug 2018
Large Scale Language Modeling: Converging on 40GB of Text in Four Hours Raul Puri Robert M. Kirby Nikolai Yakovenko Bryan Catanzaro 14 29 0 03 Aug 2018
Do Better ImageNet Models Transfer Better... for Image Recommendation? Felipe del-Rio Pablo Messina Vicente Dominguez Denis Parra 9 5 0 25 Jul 2018
A Benchmark for Interpretability Methods in Deep Neural Networks Sara Hooker D. Erhan Pieter-Jan Kindermans Been Kim FAtt UQCV 14 670 0 28 Jun 2018
TriResNet: A Deep Triple-stream Residual Network for Histopathology Grading Rene Bidart A. Wong MedIm 14 4 0 22 Jun 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 17 1,754 0 24 May 2018
Deep Within-Class Covariance Analysis for Robust Audio Representation Learning Hamid Eghbalzadeh Matthias Dorfer Gerhard Widmer 15 8 0 10 Nov 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,677 0 09 Mar 2017