A Survey of the Recent Architectures of Deep Convolutional Neural Networks

17 January 2019

Papers citing "A Survey of the Recent Architectures of Deep Convolutional Neural Networks"

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Title
SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing Jianfei Yang Xinyan Chen Dazhuo Wang Han Zou Chris Xiaoxuan Lu S. Sun Lihua Xie 3DV 16 78 0 16 Jul 2022
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification I. Dimitrovski Ivan Kitanovski D. Kocev Nikola Simidjievski VLM 32 56 0 14 Jul 2022
Guiding the retraining of convolutional neural networks against adversarial inputs Francisco Durán Silverio Martínez-Fernández Michael Felderer Xavier Franch AAML 30 1 0 08 Jul 2022
Enabling Harmonious Human-Machine Interaction with Visual-Context Augmented Dialogue System: A Review Hao Wang Bin Guo Y. Zeng Yasan Ding Chen Qiu Ying Zhang Li Yao Zhiwen Yu 30 2 0 02 Jul 2022
UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images D. K. Gupta Udbhav Bamba A. Thakur Akash Gupta Suraj Sharan Ertuğrul Demir Dilip K. Prasad 23 6 0 25 Jun 2022
Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations Lin Zhao Haixing Dai Zihao Wu Zhe Xiao Lu Zhang ... Xintao Hu Xi Jiang Sheng Li Dajiang Zhu Tianming Liu 27 7 0 22 Jun 2022
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey Abhijith Sharma Yijun Bian Phil Munz Apurva Narayan VLM AAML 21 20 0 16 Jun 2022
Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey Alzayat Saleh M. Sheaves D. Jerry M. R. Azghadi 30 41 0 11 Jun 2022
CASS: Cross Architectural Self-Supervision for Medical Image Analysis Pranav Singh E. Sizikova Jacopo Cirrone OOD 55 8 0 08 Jun 2022
Towards automatic detection of wildlife trade using machine vision models Ritwik Kulkarni E. D. Minin 17 21 0 23 May 2022
RustSEG -- Automated segmentation of corrosion using deep learning B. Burton W. Nash N. Birbilis 11 6 0 11 May 2022
Exploring Dimensionality Reduction Techniques in Multilingual Transformers Álvaro Huertas-García Alejandro Martín Javier Huertas-Tato David Camacho 27 7 0 18 Apr 2022
Multiplier with Reduced Activities and Minimized Interconnect for Inner Product Arrays Muhammad Usman Jeong-A Lee M. Ercegovac 19 3 0 11 Apr 2022
The self-learning AI controller for adaptive power beaming with fiber-array laser transmitter system A. Vorontsov G. A. Filimonov 11 0 0 08 Apr 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 18 59 0 29 Mar 2022
Reachability In Simple Neural Networks Marco Salzer M. Lange 22 1 0 15 Mar 2022
Towards Less Constrained Macro-Neural Architecture Search Vasco Lopes L. A. Alexandre 28 5 0 10 Mar 2022
A Review of Emerging Research Directions in Abstract Visual Reasoning Mikolaj Malkiñski Jacek Mańdziuk 31 38 0 21 Feb 2022
A Classical-Quantum Convolutional Neural Network for Detecting Pneumonia from Chest Radiographs V. Kulkarni S. Pawale A. Kharat 19 12 0 19 Feb 2022
Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network Yajing Liu Zhengya Sun Wensheng Zhang 14 25 0 12 Feb 2022
IoT Malware Detection Architecture using a Novel Channel Boosted and Squeezed CNN M. Asam Dr. Saddam Hussain Khan Tauseef Jamal Asifullah Khan 21 57 0 08 Feb 2022
Learning Mechanically Driven Emergent Behavior with Message Passing Neural Networks Peerasait Prachaseree Emma Lejeune PINN AI4CE 33 11 0 03 Feb 2022
Vision in adverse weather: Augmentation using CycleGANs with various object detectors for robust perception in autonomous racing Izzeddin Teeti Valentina Muşat Salman Khan Alexander Rast Fabio Cuzzolin Andrew Bradley 19 6 0 10 Jan 2022
Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data Eunyeong Jeon Anirudh Som Ankita Shukla Kristina Hasanaj M. Buman P. Turaga 32 10 0 01 Jan 2022
Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems Samaa Gazzaz Vishal Chakraborty Faisal Nawab 28 10 0 31 Dec 2021
Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification J. Stember H. Shalu MedIm 13 6 0 24 Dec 2021
Deep ensembles in bioimage segmentation L. Nanni Daniela Cuza A. Lumini Andrea Loreggia S. Brahnam SSeg 18 8 0 24 Dec 2021
LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision Rui Han Qinglong Zhang C. Liu Guoren Wang Jian Tang L. Chen 21 43 0 18 Dec 2021
Heuristic Hyperparameter Optimization for Convolutional Neural Networks using Genetic Algorithm Meng Zhou MedIm 18 0 0 14 Dec 2021
Scalable 3D Semantic Segmentation for Gun Detection in CT Scans Marius Memmel Christoph Reich Nicolas Wagner Faraz Saeedan 39 1 0 07 Dec 2021
A Review of Web Infodemic Analysis and Detection Trends across Multi-modalities using Deep Neural Networks Chahat Raj P. Meel 13 0 0 23 Nov 2021
Time-Critical Tasks Implementation in MEC based Multi-Robot Cooperation Systems Rui Yin Yineng Shen Huawei Zhu Xianfu Chen Celimuge Wu 19 12 0 22 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Hai-Tao Zheng Li Tao Dun Liang Haitao Zheng 85 97 0 07 Nov 2021
A Critical Study on the Recent Deep Learning Based Semi-Supervised Video Anomaly Detection Methods M. Baradaran R. Bergevin 21 16 0 02 Nov 2021
Guided Evolution for Neural Architecture Search Vasco Lopes Miguel Santos Bruno Degardin Luís A. Alexandre 35 9 0 28 Oct 2021
VAC-CNN: A Visual Analytics System for Comparative Studies of Deep Convolutional Neural Networks Xiwei Xuan Xiaoyu Zhang Oh-Hyun Kwon K. Ma HAI 16 17 0 25 Oct 2021
An attention-driven hierarchical multi-scale representation for visual recognition Zachary Wharton Chenglong Bao Asish Bera BDL 20 1 0 23 Oct 2021
Deep CNNs for Peripheral Blood Cell Classification Ekta Gavas Kaustubh Olpadkar 12 9 0 18 Oct 2021
A Dimensionality Reduction Approach for Convolutional Neural Networks L. Meneghetti N. Demo G. Rozza 93 14 0 18 Oct 2021
Automated Quality Control of Vacuum Insulated Glazing by Convolutional Neural Network Image Classification Henrik Riedel Sleheddine Mokdad I. Schulz C. Kocer P. Rosendahl J. Schneider M. Kraus M. Drass 19 14 0 15 Oct 2021
Learnable Adaptive Cosine Estimator (LACE) for Image Classification Joshua Peeples Connor H. McCurley Sarah Walker Dylan Stewart Alina Zare 24 3 0 11 Oct 2021
Performance Evaluation of Deep Transfer Learning on Multiclass Identification of Common Weed Species in Cotton Production Systems Dong Chen Yuzhen Lu Zhao Li Sierra N. Young 24 97 0 11 Oct 2021
SIRe-Networks: Convolutional Neural Networks Architectural Extension for Information Preservation via Skip/Residual Connections and Interlaced Auto-Encoders D. Avola Luigi Cinque Alessio Fagioli G. Foresti 22 3 0 06 Oct 2021
Temporal Parameter-free Deep Skinning of Animated Meshes Anastasia Moutafidou Vasileios Toulatzis I. Fudos 3DH 11 1 0 15 Sep 2021
Single-stream CNN with Learnable Architecture for Multi-source Remote Sensing Data Yi Yang Daoye Zhu Tengteng Qu Qiangyu Wang Fuhu Ren Chengqi Cheng 29 19 0 13 Sep 2021
OSSR-PID: One-Shot Symbol Recognition in P&ID Sheets using Path Sampling and GCN Shubham Paliwal Monika Sharma L. Vig 23 13 0 08 Sep 2021
Image recognition via Vietoris-Rips complex Yasuhiko Asao Jumpei Nagase Ryotaro Sakamoto S. Takagi CoGe 22 0 0 06 Sep 2021
Deep Convolutional Neural Networks Predict Elasticity Tensors and their Bounds in Homogenization B. Eidel 3DV 17 2 0 04 Sep 2021
Reachability Is NP-Complete Even for the Simplest Neural Networks Marco Salzer M. Lange 22 26 0 30 Aug 2021
Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder Dr. Saddam Hussain Khan Asifullah Khan Yeon Soo Lee Mehdi Hassan Woong-Kyo Jeong 31 21 0 26 Aug 2021