CNN Features off-the-shelf: an Astounding Baseline for Recognition

23 March 2014

Papers citing "CNN Features off-the-shelf: an Astounding Baseline for Recognition"

50 / 466 papers shown

Title
Federated Few-Shot Learning with Adversarial Learning Chenyou Fan Jianwei Huang FedML 13 29 0 01 Apr 2021
A Broad Study on the Transferability of Visual Representations with Contrastive Learning Ashraful Islam Chun-Fu Chen Yikang Shen Leonid Karlinsky Richard J. Radke Rogerio Feris SSL 29 112 0 24 Mar 2021
Fisher Task Distance and Its Application in Neural Architecture Search Cat P. Le Mohammadreza Soltani Juncheng Dong Vahid Tarokh FedML 24 8 0 23 Mar 2021
HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification Yanlun Tu Houchao Lei Wei Long Yang Yang 33 16 0 17 Mar 2021
Is it enough to optimize CNN architectures on ImageNet? Lukas Tuggener Jürgen Schmidhuber Thilo Stadelmann 33 23 0 16 Mar 2021
Integration of Convolutional Neural Networks in Mobile Applications Roger Creus Castanyer Silverio Martínez-Fernández Xavier Franch 29 12 0 11 Mar 2021
Generalized Contrastive Optimization of Siamese Networks for Place Recognition María Leyva-Vallina N. Strisciuglio N. Petkov 10 31 0 11 Mar 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 44 108 0 07 Mar 2021
End-to-end optimized image compression for multiple machine tasks Lahiru D. Chamain Fabien Racapé Jean Bégaint Akshay Pushparaja Simon Feltman 21 22 0 06 Mar 2021
Fast Adaptation with Linearized Neural Networks Wesley J. Maddox Shuai Tang Pablo G. Moreno A. Wilson Andreas C. Damianou 32 32 0 02 Mar 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning Mamshad Nayeem Rizve Salman Khan Fahad Shahbaz Khan M. Shah 41 108 0 01 Mar 2021
Appearance of Random Matrix Theory in Deep Learning Nicholas P. Baskerville Diego Granziol J. Keating 15 11 0 12 Feb 2021
Visual Search at Alibaba Yanhao Zhang Pan Pan Yun Zheng Kang Zhao Yingya Zhang Xiaofeng Ren Rong Jin VLM 34 122 0 09 Feb 2021
AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning Yuhan Liu Saurabh Agarwal Shivaram Venkataraman OffRL 19 53 0 02 Feb 2021
Deep Learning for Instance Retrieval: A Survey Wei Chen Yu Liu Weiping Wang E. Bakker Theodoros Georgiou Paul Fieguth Li Liu M. Lew VLM 11 145 0 27 Jan 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 29 27 0 26 Jan 2021
Towards Creating a Deployable Grasp Type Probability Estimator for a Prosthetic Hand Mehrshad Zandigohar Mo Han Deniz Erdogmus G. Schirner 11 10 0 13 Jan 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 48 170 0 13 Jan 2021
Investigating the Vision Transformer Model for Image Retrieval Tasks S. Gkelios Y. Boutalis S. Chatzichristofis VLM ViT 26 30 0 11 Jan 2021
Mixed-Privacy Forgetting in Deep Networks Aditya Golatkar Alessandro Achille Avinash Ravichandran M. Polito Stefano Soatto CLL MU 130 159 0 24 Dec 2020
Concept Generalization in Visual Representation Learning Mert Bulent Sariyildiz Yannis Kalantidis Diane Larlus Alahari Karteek SSL 31 50 0 10 Dec 2020
Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs Emanuele Bugliarello Ryan Cotterell Naoaki Okazaki Desmond Elliott 35 119 0 30 Nov 2020
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response Firoj Alam Ferda Ofli Muhammad Imran Tanvirul Alam U. Qazi VLM 22 53 0 17 Nov 2020
Multi-pooled Inception features for no-reference image quality assessment D. Varga 24 41 0 10 Nov 2020
Satellite Image Classification with Deep Learning M. D. Pritt Gary Chern 13 132 0 13 Oct 2020
Which Model to Transfer? Finding the Needle in the Growing Haystack Cédric Renggli André Susano Pinto Luka Rimanic J. Puigcerver C. Riquelme Ce Zhang Mario Lucic 29 23 0 13 Oct 2020
ConvSequential-SLAM: A Sequence-based, Training-less Visual Place Recognition Technique for Changing Environments Mihnea-Alexandru Tomitua Mubariz Zaffar Michael Milford Klaus McDonald-Maier Shoaib Ehsan BDL 26 17 0 28 Sep 2020
Scalable Transfer Learning with Expert Models J. Puigcerver C. Riquelme Basil Mustafa Cédric Renggli André Susano Pinto Sylvain Gelly Daniel Keysers N. Houlsby 34 62 0 28 Sep 2020
Deep Learning of Individual Aesthetics Jon McCormack Andy Lomas 19 28 0 24 Sep 2020
CuratorNet: Visually-aware Recommendation of Art Images Pablo Messina Manuel Cartagena Patricio Cerda Felipe del-Rio Denis Parra 19 14 0 09 Sep 2020
Background Splitting: Finding Rare Classes in a Sea of Background Ravi Teja Mullapudi Fait Poms W. Mark Deva Ramanan Kayvon Fatahalian VLM 37 9 0 28 Aug 2020
Cross-Spectral Periocular Recognition with Conditional Adversarial Networks Kevin Hernandez Diaz F. Alonso-Fernandez J. Bigün GAN CVBM MedIm 28 12 0 26 Aug 2020
The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval Giuseppe Amato Paolo Bolettieri F. Carrara Franca Debole Fabrizio Falchi Claudio Gennaro Lucia Vadicamo Claudio Vairo 20 17 0 06 Aug 2020
Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs Xiaozheng Jian Jianqiu Lu Zexi Yuan Aoyu Li MQ 19 6 0 05 Aug 2020
CommuNety: A Deep Learning System for the Prediction of Cohesive Social Communities Syed Afaq Ali Shah Weifeng Deng Jianxin Li Muhammad Aamir Cheema Abdul Bais GNN 11 0 0 29 Jul 2020
End-to-end Learning of Compressible Features Saurabh Singh Sami Abu-El-Haija Nick Johnston Johannes Ballé Abhinav Shrivastava G. Toderici SSL 97 71 0 23 Jul 2020
Adversarial Training Reduces Information and Improves Transferability M. Terzi Alessandro Achille Marco Maggipinto Gian Antonio Susto AAML 24 23 0 22 Jul 2020
Interpretable Anomaly Detection with DIFFI: Depth-based Isolation Forest Feature Importance Mattia Carletti M. Terzi Gian Antonio Susto 36 42 0 21 Jul 2020
Impact of base dataset design on few-shot image classification Othman Sbai Camille Couprie Mathieu Aubry VLM 17 22 0 17 Jul 2020
Do Adversarially Robust ImageNet Models Transfer Better? Hadi Salman Andrew Ilyas Logan Engstrom Ashish Kapoor A. Madry 37 417 0 16 Jul 2020
ConFoc: Content-Focus Protection Against Trojan Attacks on Neural Networks Miguel Villarreal-Vasquez B. Bhargava AAML 17 38 0 01 Jul 2020
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning L. Hesse P. A. Jong J. Pluim V. Cheplygina 11 1 0 30 Jun 2020
Learning Patterns of Tourist Movement and Photography from Geotagged Photos at Archaeological Heritage Sites in Cuzco, Peru Nicole D. Payntar Wei-Lin Hsiao R. Covey Kristen Grauman 14 58 0 29 Jun 2020
Improving neural network predictions of material properties with limited data using transfer learning Schuyler Krawczuk D. Venturi AI4CE 14 3 0 29 Jun 2020
Rethinking Pre-training and Self-training Barret Zoph Golnaz Ghiasi Nayeon Lee Huayu Chen Hanxiao Liu E. D. Cubuk Quoc V. Le SSeg 48 645 0 11 Jun 2020
VirTex: Learning Visual Representations from Textual Annotations Karan Desai Justin Johnson SSL VLM 30 432 0 11 Jun 2020
Privacy-Preserving Image Features via Adversarial Affine Subspace Embeddings Mihai Dusmanu Johannes L. Schonberger Sudipta N. Sinha Marc Pollefeys PICV 44 9 0 11 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions Pengzhen Ren Yun Xiao Xiaojun Chang Po-Yao (Bernie) Huang Zhihui Li Xiaojiang Chen Xin Wang AI4CE 48 653 0 01 Jun 2020
MorphoCluster: Efficient Annotation of Plankton images by Clustering Simon-Martin Schroder R. Kiko Reinhard Koch 43 46 0 04 May 2020
Hi Sigma, do I have the Coronavirus?: Call for a New Artificial Intelligence Approach to Support Health Care Professionals Dealing With The COVID-19 Pandemic B. Subirana F. Hueto P. Rajasekaran Jordi Laguarta S. Puig ... Carlos Iván Moreno José Francisco Munoz Valle A. D. González B. Vizmanos Sanjay E. Sarma 17 25 0 10 Apr 2020