Factors of Transferability for a Generic ConvNet Representation

22 June 2014

Papers citing "Factors of Transferability for a Generic ConvNet Representation"

50 / 114 papers shown

Title
RELOCATE: A Simple Training-Free Baseline for Visual Query Localization Using Region-Based Representations Savya Khosla S. Vallecorsa Alex Schwing Derek Hoiem 69 0 0 02 Dec 2024
Student Activity Recognition in Classroom Environments using Transfer Learning Anagha Deshpande Vedant Deshpande 14 1 0 01 Dec 2023
Shapley variable importance cloud for machine learning models Yilin Ning Mingxuan Liu Nan Liu FAtt TDI 37 1 0 16 Dec 2022
Supervised Fine-tuning Evaluation for Long-term Visual Place Recognition Farid Alijani Esa Rahtu 14 0 0 14 Nov 2022
Learning Deep Representations via Contrastive Learning for Instance Retrieval Tao Wu Tie-Mei Luo D. Wunsch SSL VLM 23 1 0 28 Sep 2022
Semantic Pose Verification for Outdoor Visual Localization with Self-supervised Contrastive Learning Semih Orhan Jose J. Guerrero Y. Bastanlar SSL 18 5 0 31 Mar 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mitchell Wortsman Gabriel Ilharco S. Gadre Rebecca Roelofs Raphael Gontijo-Lopes ... Hongseok Namkoong Ali Farhadi Y. Carmon Simon Kornblith Ludwig Schmidt MoMe 59 924 1 10 Mar 2022
MultiRes-NetVLAD: Augmenting Place Recognition Training with Low-Resolution Imagery Ahmad Khaliq Michael Milford Sourav Garg ObjD 33 30 0 18 Feb 2022
Construct Informative Triplet with Two-stage Hard-sample Generation Chuang Zhu Zheng Hu Huihui Dong Gang He Zekuan Yu Shangshang Zhang 36 3 0 04 Dec 2021
Adaptive Transfer Learning: a simple but effective transfer learning J. H. Lee Henry Kvinge Scott Howland Zach New John Buckheit Lauren A. Phillips Elliott Skomski J. Hibler Court D. Corley Nathan Oken Hodas 30 0 0 22 Nov 2021
Cats, not CAT scans: a study of dataset similarity in transfer learning for 2D medical image classification Irma van den Brandt F. Fok B. Mulders Joaquin Vanschoren Dovile Juodelyte 31 4 0 13 Jul 2021
Understanding the Distributions of Aggregation Layers in Deep Neural Networks Eng-Jon Ong S. Husain M. Bober FAtt FedML AI4CE 11 2 0 09 Jul 2021
Evaluating Contrastive Models for Instance-based Image Retrieval Tarun Krishna Kevin McGuinness Noel E. O'Connor 25 5 0 30 Apr 2021
Unifying Remote Sensing Image Retrieval and Classification with Robust Fine-tuning Dimitri Gominski V. Gouet-Brunet Liming Chen 23 2 0 26 Feb 2021
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning H. Alshazly C. Linse Erhardt Barth T. Martinetz 26 159 0 09 Nov 2020
Using Unlabeled Data for Increasing Low-Shot Classification Accuracy of Relevant and Open-Set Irrelevant Images Spiridon Kasapis Gengning Zhang J. Smereka N. Vlahopoulos BDL 33 1 0 01 Oct 2020
Deep Learning of Individual Aesthetics Jon McCormack Andy Lomas 19 28 0 24 Sep 2020
Deep Metric Learning Meets Deep Clustering: An Novel Unsupervised Approach for Feature Embedding Binh X. Nguyen Binh Duc Nguyen G. Carneiro Erman Tjiputra Quang-Dieu Tran Thanh-Toan Do 29 10 0 09 Sep 2020
Fully-Automated Packaging Structure Recognition in Logistics Environments Laura Dörr Felix Brandt Martin Pouls Alexander Naumann 12 14 0 11 Aug 2020
Laser2Vec: Similarity-based Retrieval for Robotic Perception Data Samer B. Nashed 17 2 0 30 Jul 2020
Adding Seemingly Uninformative Labels Helps in Low Data Regimes Christos Matsoukas Albert Bou I Hernandez Yue Liu Karin Dembrower G. Miranda ... Johan Fredin Haslum Athanasios Zouzos Peter Lindholm Fredrik Strand Kevin Smith 21 12 0 20 Jul 2020
What makes instance discrimination good for transfer learning? Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 22 167 0 11 Jun 2020
Multi-Stage Transfer Learning with an Application to Selection Process André Mendes Julian Togelius L. Coelho 12 10 0 01 Jun 2020
When CNNs Meet Random RNNs: Towards Multi-Level Analysis for RGB-D Object and Scene Recognition Ali Caglayan Nevrez Imamoglu Ahmet Burak Can Ryosuke Nakamura 39 28 0 26 Apr 2020
Image Retrieval using Multi-scale CNN Features Pooling Federico Vaccaro Marco Bertini Tiberio Uricchio A. Bimbo 20 18 0 21 Apr 2020
Understanding Aesthetic Evaluation using Deep Learning Jon McCormack Andy Lomas EGVM 7 20 0 15 Apr 2020
Learning Test-time Augmentation for Content-based Image Retrieval Osman Tursun Simon Denman Sridha Sridharan Clinton Fookes 24 6 0 05 Feb 2020
Learning Multi-level Weight-centric Features for Few-shot Learning Min-Siong Liang Shaoli Huang Shirui Pan Biwei Huang Wei Liu 30 10 0 28 Nov 2019
Deep Aggregation of Regional Convolutional Activations for Content Based Image Retrieval Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung 21 5 0 20 Sep 2019
Growing a Brain: Fine-Tuning by Increasing Model Capacity Yu-xiong Wang Deva Ramanan M. Hebert CLL 29 148 0 18 Jul 2019
Automatic Hierarchical Classification of Kelps using Deep Residual Features A. Mahmood A. Ospina Bennamoun Senjian An Ferdous Sohel F. Boussaïd R. Hovey Robert B. Fisher G. Kendrick 13 1 0 26 Jun 2019
What, Where and How to Transfer in SAR Target Recognition Based on Deep CNNs Zhongling Huang Zongxu Pan Bin Lei 19 151 0 04 Jun 2019
Overlearning Reveals Sensitive Attributes Congzheng Song Vitaly Shmatikov 19 148 0 28 May 2019
Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning Thanh-Toan Do Khoa Le Tuan Hoang Huu Le Tam V. Nguyen Ngai-man Cheung 16 18 0 24 Apr 2019
A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning Thanh-Toan Do Toan M. Tran Ian Reid B. V. Kumar Tuan Hoang G. Carneiro 28 66 0 18 Apr 2019
Enhanced Transfer Learning with ImageNet Trained Classification Layer Tasfia Shermin S. Teng Manzur Murshed Guojun Lu Ferdous Sohel Manoranjan Paul 24 1 0 25 Mar 2019
Aggregated Deep Local Features for Remote Sensing Image Retrieval Raffaele Imbriaco Clint Sebastian Egor Bondarev Peter H. N. de With 25 68 0 22 Mar 2019
Camera Obscurer: Generative Art for Design Inspiration Dilpreet Singh Nina Rajcic S. Colton Jon McCormack DiffM 21 11 0 06 Mar 2019
MILDNet: A Lightweight Single Scaled Deep Ranking Architecture Anirudha Vishvakarma 27 3 0 03 Mar 2019
Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making Carrie J. Cai Emily Reif Narayan Hegde J. Hipp Been Kim ... Martin Wattenberg F. Viégas G. Corrado Martin C. Stumpe Michael Terry 43 398 0 08 Feb 2019
Traversing the Continuous Spectrum of Image Retrieval with Deep Dynamic Models Ziad Al-Halah Andreas M. Lehrmann Leonid Sigal 24 0 0 01 Dec 2018
Matchable Image Retrieval by Learning from Surface Reconstruction Tianwei Shen Zixin Luo Lei Zhou Runze Zhang Siyu Zhu Tian Fang Long Quan 3DV 21 49 0 26 Nov 2018
Cats or CAT scans: transfer learning from natural or medical image source datasets? Dovile Juodelyte OOD MedIm 39 58 0 12 Oct 2018
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data Yabin Zhang Hui Tang Kui Jia 63 95 0 28 Jul 2018
Deep Discriminative Model for Video Classification M. Tavakolian Abdenour Hadid 8 4 0 22 Jul 2018
Speeding up the Hyperparameter Optimization of Deep Convolutional Neural Networks Tobias Hinz Nicolás Navarro-Guerrero S. Magg S. Wermter 27 104 0 19 Jul 2018
Adversarial Learning for Fine-grained Image Search Kevin Qinghong Lin Fan Yang Qiaosong Wang Robinson Piramuthu GAN 30 10 0 06 Jul 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 25 4 0 19 Jun 2018
Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image Retrieval Shanmin Pang Jin Ma Jianru Xue Jihua Zhu Vicente Ordonez OOD 11 36 0 22 May 2018
Deep Learning with Cinematic Rendering: Fine-Tuning Deep Neural Networks Using Photorealistic Medical Images Faisal Mahmood Richard J. Chen S. Sudarsky Daphne Yu Nicholas J. Durr MedIm 27 43 0 22 May 2018