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
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 199 26 0 23 May 2022
Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context Adrián Inés Andrés Díaz-Pinto C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual 27 1 0 19 May 2022
Contrastive Supervised Distillation for Continual Representation Learning Tommaso Barletti Niccoló Biondi F. Pernici Matteo Bruni A. Bimbo CLL 26 7 0 11 May 2022
Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural Features Marisa Bernabeu Antonio Javier Gallego A. Pertusa 16 5 0 11 May 2022
Don't Throw it Away! The Utility of Unlabeled Data in Fair Decision Making Miriam Rateike Ayan Majumdar Olga Mineeva Krishna P. Gummadi Isabel Valera OffRL 32 11 0 10 May 2022
Condition-Invariant and Compact Visual Place Description by Convolutional Autoencoder Hanjing Ye Weinan Chen Jingwen Yu Li He Y. Guan Hong Zhang 27 4 0 15 Apr 2022
Deep transfer learning for system identification using long short-term memory neural networks K. Niu Mi Zhou C. Abdallah M. Hayajneh 11 5 0 06 Apr 2022
Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations Polina Kirichenko Pavel Izmailov A. Wilson OOD 49 318 0 06 Apr 2022
Ternary and Binary Quantization for Improved Classification Weizhi Lu Mingrui Chen Kai Guo Weiyu Li MQ 13 0 0 31 Mar 2022
Analysis of the use of color and its emotional relationship in visual creations based on experiences during the context of the COVID-19 pandemic César González-Martín Miguel Carrasco Germán Oviedo 38 3 0 25 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 54 922 1 10 Mar 2022
Kubric: A scalable dataset generator Klaus Greff Francois Belletti Lucas Beyer Carl Doersch Yilun Du ... Ziyu Wang Tianhao Wu K. M. Yi Fangcheng Zhong Andrea Tagliasacchi 45 250 0 07 Mar 2022
Multi-task head pose estimation in-the-wild Roberto Valle J. M. Buenaposada Luis Baumela CVBM 18 67 0 04 Feb 2022
Auto-Transfer: Learning to Route Transferrable Representations K. Murugesan Vijay Sadashivaiah Ronny Luss Karthikeyan Shanmugam Pin-Yu Chen Amit Dhurandhar AAML 46 5 0 02 Feb 2022
Minority Class Oriented Active Learning for Imbalanced Datasets Umang Aggarwal Adrian Daniel Popescu C´eline Hudelot 34 11 0 01 Feb 2022
Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding Ting Hua Yilin Shen Changsheng Zhao Yen-Chang Hsu Hongxia Jin 31 5 0 05 Jan 2022
On Efficient Transformer-Based Image Pre-training for Low-Level Vision Wenbo Li Xin Lu Shengju Qian Jiangbo Lu Xinming Zhang Jiaya Jia ViT 32 85 0 19 Dec 2021
Quantitative analysis of visual representation of sign elements in COVID-19 context María Jesús Cano-Martínez Miguel Carrasco Joaquín Sandoval César González-Martín 27 4 0 15 Dec 2021
Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image Retrieval Zongheng Huang YiFan Sun Chuchu Han Changxin Gao Nong Sang 30 6 0 15 Dec 2021
Text Classification Models for Form Entity Linking M. Villota C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual MedIm 26 2 0 14 Dec 2021
Input-level Inductive Biases for 3D Reconstruction Yifan Wang Carl Doersch Relja Arandjelović João Carreira Andrew Zisserman 3DV 45 24 0 06 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan Fahad Shahbaz Khan Muhammad Haris Khan M. Felsberg Jirí Matas 42 126 0 06 Dec 2021
Editing a classifier by rewriting its prediction rules Shibani Santurkar Dimitris Tsipras Mahalaxmi Elango David Bau Antonio Torralba A. Madry KELM 186 89 0 02 Dec 2021
CytoImageNet: A large-scale pretraining dataset for bioimage transfer learning Stanley Bryan Z. Hua Alex X. Lu Alan M. Moses CLIP VLM 16 15 0 23 Nov 2021
Improving Transferability of Representations via Augmentation-Aware Self-Supervision Hankook Lee Kibok Lee Kimin Lee Honglak Lee Jinwoo Shin SSL 29 51 0 18 Nov 2021
Achieving Human Parity on Visual Question Answering Ming Yan Haiyang Xu Chenliang Li Junfeng Tian Bin Bi ... Ji Zhang Songfang Huang Fei Huang Luo Si Rong Jin 32 12 0 17 Nov 2021
LiT: Zero-Shot Transfer with Locked-image text Tuning Xiaohua Zhai Tianlin Li Basil Mustafa Andreas Steiner Daniel Keysers Alexander Kolesnikov Lucas Beyer VLM 48 543 0 15 Nov 2021
Improved Regularization and Robustness for Fine-tuning in Neural Networks Dongyue Li Hongyang R. Zhang NoLa 55 54 0 08 Nov 2021
Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose Angtian Wang Shenxiao Mei Alan Yuille Adam Kortylewski 3DV 31 21 0 27 Oct 2021
Self-supervised similarity search for large scientific datasets G. Stein P. Harrington Jacqueline Blaum Tomislav Medan Z. Lukić 21 21 0 25 Oct 2021
On The Transferability of Deep-Q Networks M. Sabatelli Pierre Geurts 37 2 0 06 Oct 2021
CNN-based Human Detection for UAVs in Search and Rescue Nikite Mesvan 22 3 0 05 Oct 2021
Online Object Model Reconstruction and Reuse for Lifelong Improvement of Robot Manipulation Shiyang Lu Rui Wang Yinglong Miao Chaitanya Mitash Kostas Bekris 30 16 0 28 Sep 2021
An embarrassingly simple comparison of machine learning algorithms for indoor scene classification Bhanuka Gamage 30 1 0 25 Sep 2021
A Study of the Generalizability of Self-Supervised Representations Atharva Tendle Mohammad Rashedul Hasan 76 27 0 19 Sep 2021
A Decidability-Based Loss Function Pedro H. L. Silva Gladston J. P. Moreira Vander L. S. Freitas Rodrigo Silva David Menotti Eduardo José da S. Luz CVBM 22 0 0 12 Sep 2021
Robust fine-tuning of zero-shot models Mitchell Wortsman Gabriel Ilharco Jong Wook Kim Mike Li Simon Kornblith ... Raphael Gontijo-Lopes Hannaneh Hajishirzi Ali Farhadi Hongseok Namkoong Ludwig Schmidt VLM 64 691 0 04 Sep 2021
MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification Firoj Alam Tanvirul Alam Md. Arid Hasan A. Hasnat Muhammad Imran Ferda Ofli VLM 28 51 0 29 Aug 2021
Multi-patch Feature Pyramid Network for Weakly Supervised Object Detection in Optical Remote Sensing Images Pourya Shamsolmoali Jocelyn Chanussot Masoumeh Zareapoor Huiyu Zhou Jie Yang ObjD 30 28 0 18 Aug 2021
How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers Andreas Steiner Alexander Kolesnikov Xiaohua Zhai Ross Wightman Jakob Uszkoreit Lucas Beyer ViT 66 616 0 18 Jun 2021
Adversarial Training Helps Transfer Learning via Better Representations Zhun Deng Linjun Zhang Kailas Vodrahalli Kenji Kawaguchi James Zou GAN 36 52 0 18 Jun 2021
Rethinking Transfer Learning for Medical Image Classification Le Peng Hengyue Liang Gaoxiang Luo Taihui Li Ju Sun VLM LM&MA 16 5 0 09 Jun 2021
Video Imprint Zhanning Gao Le Wang Nebojsa Jojic Zhenxing Niu N. Zheng G. Hua 32 5 0 07 Jun 2021
Neural Models for Offensive Language Detection Ehab Hamdy 6 4 0 30 May 2021
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 265 621 0 21 May 2021
Security Vulnerability Detection Using Deep Learning Natural Language Processing Noah Ziems Shaoen Wu 19 55 0 06 May 2021
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion C. Kyrkou T. Theocharides 43 130 0 28 Apr 2021
Learning Regularization Parameters of Inverse Problems via Deep Neural Networks B. Afkham Julianne Chung Matthias Chung 17 42 0 14 Apr 2021
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning Shubham Chaudhary Sadbhawna V. Jakhetiya B. Subudhi Ujjwal Baid Sharath Chandra Guntuku 20 37 0 11 Apr 2021
Deep Features for training Support Vector Machine L. Nanni E. Luca Marco Ludovico Facin VLM 31 28 0 08 Apr 2021