The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches

3 March 2018

Papers citing "The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches"

40 / 40 papers shown

Title
CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Mohamed Fazli Mohamed Imam Rufael Fedaku Marew Jameel Hassan M. Fiaz Alham Fikri Aji Hisham Cholakkal VLM 175 0 0 28 Nov 2024
A Cost-Aware Approach to Adversarial Robustness in Neural Networks Charles Meyers Mohammad Reza Saleh Sedghpour Tommy Löfstedt Erik Elmroth OOD AAML 31 0 0 11 Sep 2024
Impact of Data Augmentation on QCNNs Leting Zhouli Peiyong Wang P. Udaya 16 0 0 01 Dec 2023
Demystifying Visual Features of Movie Posters for Multi-Label Genre Identification Utsav Nareti Chandranath Adak Soumiki Chattopadhyay 19 0 0 21 Sep 2023
PPG Signals for Hypertension Diagnosis: A Novel Method using Deep Learning Models G. Frederick T. Yaswant A. BrinthaTherese 21 3 0 14 Apr 2023
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI Xin Zhang Liangxiu Han Lianghao Han Haoming Chen Darren Dancey Daoqiang Zhang MedIm 13 4 0 17 Feb 2023
Federated Learning based on Defending Against Data Poisoning Attacks in IoT Jiayin Li Wenzhong Guo Xingshuo Han Jianping Cai Ximeng Liu AAML 64 1 0 14 Sep 2022
Identification of Cognitive Workload during Surgical Tasks with Multimodal Deep Learning Kaizhe Jin Adrian Rubio-Solis Ravi Nain Tochukwu Onyeogulu Amirul Islam ... Izzeddin Teeti James Kinross Daniel R Leff Fabio Cuzzolin G. Mylonas 16 3 0 12 Sep 2022
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale Gaoyuan Zhang Songtao Lu Yihua Zhang Xiangyi Chen Pin-Yu Chen Quanfu Fan Lee Martie L. Horesh Min-Fong Hong Sijia Liu OOD 22 12 0 13 Jun 2022
Two Decades of Bengali Handwritten Digit Recognition: A Survey A. A. Ashikur Rahman Md. Bakhtiar Hasan Sabbir Ahmed Tasnim Ahmed Md. Hamjajul Ashmafee Mohammad Ridwan Kabir M. H. Kabir 30 24 0 05 Jun 2022
Deep Learning and Computer Vision Techniques for Microcirculation Analysis: A Review Maged Abdalla Helmy Abdou T. Truong E. Jul Paulo Ferreira 21 8 0 11 May 2022
RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis Daniel Organisciak Hubert P. H. Shum E. Nwoye Wai Lok Woo OOD 16 19 0 31 Mar 2022
Compute Trends Across Three Eras of Machine Learning J. Sevilla Lennart Heim A. Ho T. Besiroglu Marius Hobbhahn Pablo Villalobos 20 269 0 11 Feb 2022
COVID-19 Electrocardiograms Classification using CNN Models I. Shahin Ali Bou Nassif Mohamed Bader Alsabek 23 12 0 15 Dec 2021
Multiple Instance Captioning: Learning Representations from Histopathology Textbooks and Articles Jevgenij Gamper Nasir M. Rajpoot 16 60 0 08 Mar 2021
Trends in deep learning for medical hyperspectral image analysis Uzair Khan Sidike Paheding Colin P. Elkin Vijay Devabhaktuni OOD 19 58 0 27 Nov 2020
The De-democratization of AI: Deep Learning and the Compute Divide in Artificial Intelligence Research N. Ahmed Muntasir Wahed 23 106 0 22 Oct 2020
Review and Comparison of Commonly Used Activation Functions for Deep Neural Networks Tomasz Szandała 54 274 0 15 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 24 79 0 17 Sep 2020
Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction M. Morid O. R. Sheng Kensaku Kawamoto S. Abdelrahman AI4TS 18 34 0 14 Sep 2020
Hardware Implementation of Hyperbolic Tangent Function using Catmull-Rom Spline Interpolation M. Chandra 12 6 0 13 Jul 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 41 82 0 10 Jun 2020
Deep Learning Convective Flow Using Conditional Generative Adversarial Networks C. Jiang A. Farimani GAN AI4CE 13 8 0 13 May 2020
Using Computer Vision to enhance Safety of Workforce in Manufacturing in a Post COVID World Prateek Khandelwal Anuj Khandelwal Snigdha Agarwal Deep Thomas Naveen Xavier Arun Raghuraman 19 63 0 11 May 2020
HODET: Hybrid Object DEtection and Tracking using mmWave Radar and Visual Sensors Joe Cyr J. Vanderpool Yu Chen Xiaohua Li 36 4 0 15 Apr 2020
DriverMHG: A Multi-Modal Dataset for Dynamic Recognition of Driver Micro Hand Gestures and a Real-Time Recognition Framework Okan Kopuklu Thomas Ledwon Yao Rong Neslihan Köse Gerhard Rigoll 32 23 0 02 Mar 2020
Deep learning tools for the measurement of animal behavior in neuroscience Mackenzie W. Mathis Alexander Mathis 3DV VLM 27 311 0 30 Sep 2019
Modern CNNs for IoT Based Farms P. Gikunda 25 5 0 15 Jul 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
Visual Depth Mapping from Monocular Images using Recurrent Convolutional Neural Networks John Mern Kyle D. Julian Rachael E. Tompa Mykel J. Kochenderfer GAN 18 7 0 10 Dec 2018
A novel database of Children's Spontaneous Facial Expressions (LIRIS-CSE) Rizwan Ahmed Khan Arthur Crenn Alexandre Meyer S. Bouakaz 15 70 0 04 Dec 2018
Multilingual Sentiment Analysis: An RNN-Based Framework for Limited Data E. Can Aysu Ezen-Can Fazli Can 36 74 0 08 Jun 2018
Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting Yaguang Li Rose Yu Cyrus Shahabi Yan Liu GNN DiffM AI4TS 54 99 0 06 Jul 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 280 10,613 0 19 Feb 2017
Particle Swarm Optimization for Generating Interpretable Fuzzy Reinforcement Learning Policies D. Hein A. Hentschel Thomas Runkler Steffen Udluft OffRL 28 78 0 19 Oct 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 230 2,545 0 25 Jan 2016
Depth-Gated LSTM Kaisheng Yao Trevor Cohn Katerina Vylomova Kevin Duh Chris Dyer VLM 17 73 0 16 Aug 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012
Logic Learning in Hopfield Networks S. Sathasivam W. Abdullah 48 46 0 25 Apr 2008