A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects

1 April 2020

Fan Liu

Papers citing "A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects"

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Title
Review of blockchain application with Graph Neural Networks, Graph Convolutional Networks and Convolutional Neural Networks Amy Ancelotti Claudia Liason GNN 12 1 0 01 Oct 2024
Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks Akshay Jain S. Dubey Satish Kumar Singh KC Santosh B. B. Chaudhuri AAML 21 0 0 05 Sep 2024
Dual-TSST: A Dual-Branch Temporal-Spectral-Spatial Transformer Model for EEG Decoding Hongqi Li Haodong Zhang Yitong Chen 21 0 0 05 Sep 2024
Brain-inspired Artificial Intelligence: A Comprehensive Review Jing Ren Feng Xia AI4CE 30 3 0 27 Aug 2024
TART: Boosting Clean Accuracy Through Tangent Direction Guided Adversarial Training Bongsoo Yi Rongjie Lai Yao Li AAML 20 0 0 27 Aug 2024
Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion Xu Zhang Zhipeng Xie Haiyang Yu Qitong Wang Peng Wang Wei Wang 26 0 0 25 Aug 2024
5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks Dongshuo Yin Leiyi Hu Bin Li Youqun Zhang Xue Yang 27 6 0 15 Aug 2024
Interpreting Global Perturbation Robustness of Image Models using Axiomatic Spectral Importance Decomposition Róisín Luo James McDermott C. O'Riordan AAML 29 0 0 02 Aug 2024
Reclaiming Residual Knowledge: A Novel Paradigm to Low-Bit Quantization Róisín Luo Alexandru Drimbarean Walsh Simon Colm O'Riordan MQ 23 0 0 01 Aug 2024
Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and quality Joogoo Jeon Jean Rabault Joel Vasanth Francisco Alcántara-Ávila Shilaj Baral Ricardo Vinuesa AI4CE 29 5 0 25 Jul 2024
Side-Channel Analysis of OpenVINO-based Neural Network Models Dirmanto Jap J. Breier Zdenko Lehocký S. Bhasin Xiaolu Hou FedML 16 2 0 23 Jul 2024
INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model Yiwei Ma Zhibin Wang Xiaoshuai Sun Weihuang Lin Qiang-feng Zhou Jiayi Ji Rongrong Ji MLLM VLM 39 1 0 23 Jul 2024
Toward Efficient Convolutional Neural Networks With Structured Ternary Patterns Christos Kyrkou 27 0 0 20 Jul 2024
Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models Quan Li Tianxiang Zhao Lingwei Chen Junjie Xu Suhang Wang AI4CE 39 0 0 19 Jul 2024
Generating 3D House Wireframes with Semantics Xueqi Ma Yilin Liu Wenjun Zhou Ruowei Wang Hui Huang 3DV 29 0 0 17 Jul 2024
Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain P. Zyblewski Jakub Klikowski Weronika Borek-Marciniec Pawel Ksieniewicz 31 0 0 15 Jul 2024
Modelling the Human Intuition to Complete the Missing Information in Images for Convolutional Neural Networks Robin Koç Fatoş T. Yarman Vural 17 0 0 12 Jul 2024
Enhancing Depressive Post Detection in Bangla: A Comparative Study of TF-IDF, BERT and FastText Embeddings Saad Ahmed Sazan Mahdi H. Miraz A B M Muntasir Rahman AI4MH 19 4 0 12 Jul 2024
Towards Efficient Deployment of Hybrid SNNs on Neuromorphic and Edge AI Hardware J. Seekings Peyton S. Chandarana Mahsa Ardakani Mohammadreza Mohammadi Ramtin Zand 14 1 0 11 Jul 2024
Privacy-Preserving and Trustworthy Deep Learning for Medical Imaging Kiarash Sedghighadikolaei Attila A Yavuz 18 1 0 29 Jun 2024
Diminishing Stereotype Bias in Image Generation Model using Reinforcemenlent Learning Feedback Xin Chen Virgile Foussereau EGVM 38 0 0 27 Jun 2024
Advection Augmented Convolutional Neural Networks N. Zakariaei Siddharth Rout Eldad Haber Moshe Eliasof AI4TS 16 2 0 27 Jun 2024
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning Zhongjie Duan Wenmeng Zhou Cen Chen Yaliang Li Weining Qian VGen DiffM 36 2 0 20 Jun 2024
Snowy Scenes,Clear Detections: A Robust Model for Traffic Light Detection in Adverse Weather Conditions Shivank Garg Abhishek Baghel Amit Agarwal Durga Toshniwal 25 1 0 19 Jun 2024
Generative vs. Discriminative modeling under the lens of uncertainty quantification Elouan Argouarc'h François Desbouvries Eric Barat Eiji Kawasaki UQCV 18 1 0 13 Jun 2024
Attentive Merging of Hidden Embeddings from Pre-trained Speech Model for Anti-spoofing Detection Zihan Pan Tianchi Liu Hardik B. Sailor Qiongqiong Wang 40 10 0 12 Jun 2024
Robust quantum dots charge autotuning using neural networks uncertainty Victor Yon Bastien Galaup Claude Rohrbacher J. Rivard Clément Godfrin ... Louis Gaudreau Eva Dupont-Ferrier Y. Beilliard R. Melko Dominique Drouin 18 1 0 07 Jun 2024
Encoding Semantic Priors into the Weights of Implicit Neural Representation Zhicheng Cai Qiu Shen 23 0 0 06 Jun 2024
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models Meftahul Ferdaus Mahdi Abdelguerfi Elias Ioup Kendall N. Niles Ken Pathak Steve Sloan 32 10 0 01 Jun 2024
DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models Linli Yao Lei Li Shuhuai Ren Lean Wang Yuanxin Liu Xu Sun Lu Hou 35 28 0 31 May 2024
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation Qi Zhang Guohua Geng Long-He Yan Pengbo Zhou Zhaodi Li Kang Li Qinglin Liu DiffM 19 1 0 30 May 2024
Class Machine Unlearning for Complex Data via Concepts Inference and Data Poisoning Wenhan Chang Tianqing Zhu Heng Xu Wenjian Liu Wanlei Zhou MU 31 3 0 24 May 2024
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning Zhuo Xu Lu Bai Lixin Cui Ming Li Yue Wang Edwin R. Hancock GNN 32 1 0 23 May 2024
AI Algorithm for Predicting and Optimizing Trajectory of UAV Swarm Amit Raj K. Ahuja Yann Busnel 19 0 0 20 May 2024
Learning Regularities from Data using Spiking Functions: A Theory Canlin Zhang Xiuwen Liu 16 0 0 19 May 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
XAI4LLM. Let Machine Learning Models and LLMs Collaborate for Enhanced In-Context Learning in Healthcare Fatemeh Nazary Yashar Deldjoo T. D. Noia E. Sciascio LM&MA 34 1 0 10 May 2024
Robust and Explainable Fine-Grained Visual Classification with Transfer Learning: A Dual-Carriageway Framework Zheming Zuo Joseph Smith Jonathan Stonehouse Boguslaw Obara 31 2 0 09 May 2024
Discrepancy-based Diffusion Models for Lesion Detection in Brain MRI Keqiang Fan Xiaohao Cai M. Niranjan MedIm DiffM 24 2 0 08 May 2024
Predicting Transonic Flowfields in Non-Homogeneous Unstructured Grids Using Autoencoder Graph Convolutional Networks Gabriele Immordino Andrea Vaiuso A. Ronch Marcello Righi AI4CE 19 3 0 07 May 2024
Lipschitz constant estimation for general neural network architectures using control tools Patricia Pauli Dennis Gramlich Frank Allgöwer 28 4 0 02 May 2024
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC Lucas Grativol Ribeiro Lubin Gauthier Mathieu Léonardon Jérémy Morlier Antoine Lavrard-Meyer Guillaume Muller Virginie Fresse Matthieu Arzel 23 0 0 30 Apr 2024
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 25 4 0 30 Apr 2024
LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks Vanesa Gómez-Martínez F. J. Lara-Abelenda Pablo Peiro-Corbacho David Chushig-Muzo C. Granja C. Soguero-Ruíz LMTD 19 1 0 26 Apr 2024
Vision Transformer-based Adversarial Domain Adaptation Yahan Li Yuan Wu ViT 22 0 0 24 Apr 2024
ML-based identification of the interface regions for coupling local and nonlocal models Noujoud Nader Patrick Diehl Marta DÉlia Christian Glusa Serge Prudhomme 33 1 0 23 Apr 2024
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading Wenhao Zhang Jun Wang Yong Luo Lei Yu Wei Yu Zheng He Jialie Shen 30 0 0 18 Apr 2024
Octopus v3: Technical Report for On-device Sub-billion Multimodal AI Agent Wei Chen Zhiyuan Li LLMAG 24 3 0 17 Apr 2024
Incremental Residual Concept Bottleneck Models Chenming Shang Shiji Zhou Hengyuan Zhang Xinzhe Ni Yujiu Yang Yuwang Wang 29 14 0 13 Apr 2024
Pneumonia App: a mobile application for efficient pediatric pneumonia diagnosis using explainable convolutional neural networks (CNN) Jiaming Deng Zhenglin Chen Minjiang Chen Lulu Xu Jiaqi Yang Zhendong Luo Peiwu Qin 25 2 0 31 Mar 2024