High-Performance Neural Networks for Visual Object Classification

1 February 2011

Papers citing "High-Performance Neural Networks for Visual Object Classification"

50 / 55 papers shown

Title
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 158 26 0 15 May 2024
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image Retrieval Xiu-Shen Wei Yang Shen Xuhao Sun Peng Wang Yuxin Peng 95 12 0 21 Nov 2023
Bias Amplification Enhances Minority Group Performance Gaotang Li Jiarui Liu Wei Hu 82 8 0 13 Sep 2023
Delving Deep into Simplicity Bias for Long-Tailed Image Recognition Xiu-Shen Wei Xuhao Sun Yang Shen Anqi Xu Peng Wang Faen Zhang 75 1 0 07 Feb 2023
Quantum Phase Recognition using Quantum Tensor Networks Shweta Sahoo Utkarsh Azad Harjinder Singh 43 4 0 12 Dec 2022
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities Zhongzhi Chen Guangyi Liu Bo Zhang Fulong Ye Qinghong Yang Ledell Yu Wu VLM 92 90 0 12 Nov 2022
Self-Adapting Noise-Contrastive Estimation for Energy-Based Models Na Xu 12 2 0 03 Nov 2022
Explaining the Explainers in Graph Neural Networks: a Comparative Study Antonio Longa Steve Azzolin G. Santin G. Cencetti Pietro Lio Bruno Lepri Andrea Passerini 99 31 0 27 Oct 2022
Representation Learning with Diffusion Models Jeremias Traub DiffM 97 8 0 20 Oct 2022
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic design Amin Heyrani Nobari Akash Srivastava Dan Gutfreund Faez Ahmed 3DV PINN AI4CE 49 11 0 30 Aug 2022
Assessing Dataset Bias in Computer Vision Athiya Deviyani CVBM 56 9 0 03 May 2022
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 80 132 0 17 Dec 2021
Automated Seed Quality Testing System using GAN & Active Learning Sandeep Nagar Prateek Pani R. Nair Girish Varma 18 2 0 02 Oct 2021
Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better Gaurav Menghani VLM MedIm 103 383 0 16 Jun 2021
Neural Network Structure Design based on N-Gauss Activation Function Xiangri Lu Hongbin Ma Jingcheng Zhang 23 0 0 01 Jun 2021
Perceiver: General Perception with Iterative Attention Andrew Jaegle Felix Gimeno Andrew Brock Andrew Zisserman Oriol Vinyals João Carreira VLM ViT MDE 212 1,027 0 04 Mar 2021
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning Riccardo Volpi Diane Larlus Grégory Rogez VLM OOD CLL 71 74 0 08 Dec 2020
Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation K. Chaitanya Neerav Karani Christian F. Baumgartner Ertunc Erdil Anton S. Becker O. Donati E. Konukoglu MedIm 107 93 0 09 Jul 2020
Automatic Data Augmentation for Generalization in Deep Reinforcement Learning Roberta Raileanu M. Goldstein Denis Yarats Ilya Kostrikov Rob Fergus OffRL 56 110 0 23 Jun 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 93 552 0 18 Jun 2020
Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels Ilya Kostrikov Denis Yarats Rob Fergus OffRL 129 793 0 28 Apr 2020
An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow Mohamed Abdelhack ViT 42 11 0 30 Mar 2020
A Multigrid Method for Efficiently Training Video Models Chaoxia Wu Ross B. Girshick Kaiming He Christoph Feichtenhofer Philipp Krahenbuhl 91 94 0 02 Dec 2019
An Algorithm for Routing Capsules in All Domains Franz A. Heinsen 24 4 0 02 Nov 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 186 682 0 16 Oct 2019
Deep Sparse Band Selection for Hyperspectral Face Recognition Fariborz Taherkhani J. Dawson Nasser M. Nasrabadi CVBM 47 11 0 15 Aug 2019
Unsupervised Feature Learning for Environmental Sound Classification Using Weighted Cycle-Consistent Generative Adversarial Network Mohammad Esmaeilpour P. Cardinal Alessandro Lameiras Koerich 77 43 0 08 Apr 2019
Semi-Supervised and Task-Driven Data Augmentation K. Chaitanya Neerav Karani Christian F. Baumgartner O. Donati Anton S. Becker E. Konukoglu MedIm 108 144 0 11 Feb 2019
A Survey of the Recent Architectures of Deep Convolutional Neural Networks Asifullah Khan A. Sohail Umme Zahoora Aqsa Saeed Qureshi OOD 141 2,315 0 17 Jan 2019
Learning Inward Scaled Hypersphere Embedding: Exploring Projections in Higher Dimensions Muhammad Kamran Janjua Shah Nawaz Alessandro Calefati I. Gallo 23 0 0 16 Oct 2018
Accuracy to Throughput Trade-offs for Reduced Precision Neural Networks on Reconfigurable Logic Jiang Su Nicholas J. Fraser Giulio Gambardella Michaela Blott Gianluca Durelli David B. Thomas Philip H. W. Leong P. Cheung MQ 34 23 0 17 Jul 2018
Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network I. Chatnuntawech Kittipong Tantisantisom P. Khanchaitit T. Boonkoom B. Bilgiç Ekapol Chuangsuwanich 21 26 0 29 May 2018
Counterexample-Guided Data Augmentation T. Dreossi Shromona Ghosh Xiangyu Yue Kurt Keutzer Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia AAML 75 63 0 17 May 2018
DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects Lukas Tuggener Ismail Elezi Jürgen Schmidhuber Marcello Pelillo Thilo Stadelmann 43 42 0 27 Mar 2018
Exponential Discriminative Metric Embedding in Deep Learning Bowen Wu Zhangling Chen Jun Wang Hua-Ming Wu 61 11 0 07 Mar 2018
Improvements to context based self-supervised learning T. N. Mundhenk Daniel E. Ho Barry Y. Chen SSL 78 120 0 17 Nov 2017
An Automatic Diagnosis Method of Facial Acne Vulgaris Based on Convolutional Neural Network Xiaolei Shen Jiachi Zhang Chenjun Yan Hong Zhou CVBM 49 81 0 13 Nov 2017
Data Augmentation in Emotion Classification Using Generative Adversarial Networks Xinyue Zhu Yifan Liu Zengchang Qin Jiahong Li GAN 102 119 0 02 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 203 4,612 0 26 Oct 2017
Knowledge Projection for Deep Neural Networks Zhi Zhang G. Ning Zhihai He 57 15 0 26 Oct 2017
Spinal cord gray matter segmentation using deep dilated convolutions C. Perone Evan Calabrese Julien Cohen-Adad MedIm 65 114 0 02 Oct 2017
Flexible Network Binarization with Layer-wise Priority He Wang Yi Tian Xu Bingbing Ni Hongteng Xu MQ 69 10 0 13 Sep 2017
$ν$ -net: Deep Learning for Generalized Biventricular Cardiac Mass and Function Parameters H. Winther Christian Hundt B. Schmidt C. Czerner J. Bauersachs F. Wacker J. Vogel-Claussen 57 16 0 14 Jun 2017
Stable Architectures for Deep Neural Networks E. Haber Lars Ruthotto 159 735 0 09 May 2017
The Power of Sparsity in Convolutional Neural Networks Soravit Changpinyo Mark Sandler A. Zhmoginov 83 133 0 21 Feb 2017
Quantized Convolutional Neural Networks for Mobile Devices Jiaxiang Wu Cong Leng Yuhang Wang Qinghao Hu Jian Cheng MQ 116 1,169 0 21 Dec 2015
Structured Transforms for Small-Footprint Deep Learning Vikas Sindhwani Tara N. Sainath Sanjiv Kumar 70 240 0 06 Oct 2015
Evaluating software-based fingerprint liveness detection using Convolutional Networks and Local Binary Patterns Rodrigo Nogueira R. Lotufo R. C. Machado 57 92 0 03 Aug 2015
Data-free parameter pruning for Deep Neural Networks Suraj Srinivas R. Venkatesh Babu 3DPC 90 547 0 22 Jul 2015
Compressing Neural Networks with the Hashing Trick Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen 173 1,191 0 19 Apr 2015