Title
Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning Christian Raymond Qi Chen Bing Xue Mengjie Zhang FedML 27 11 0 19 Sep 2022
Survey on Deep Fuzzy Systems in regression applications: a view on interpretability Jorge S. S. Júnior Jérôme Mendes F. Souza C. Premebida AI4CE 18 9 0 09 Sep 2022
MRF-PINN: A Multi-Receptive-Field convolutional physics-informed neural network for solving partial differential equations Shihong Zhang Chi Zhang Bo Wang AI4CE 19 3 0 06 Sep 2022
Prediction of Red Wine Quality Using One-dimensional Convolutional Neural Networks Shengnan Di Y. Yang 22 6 0 30 Aug 2022
A Gaze into the Internal Logic of Graph Neural Networks, with Logic Paul Tarau NAI 14 2 0 05 Aug 2022
Low-complexity CNNs for Acoustic Scene Classification Arshdeep Singh Mark D. Plumbley 20 4 0 23 Jul 2022
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval Wenqiao Zhang Jiannan Guo Meng Li Haochen Shi Shengyu Zhang Juncheng Li Siliang Tang Yueting Zhuang 47 6 0 09 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 27 2 0 02 Jul 2022
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning Chenxin Xu Yuxin Wei Bohan Tang Sheng Yin Ya-Qin Zhang Siheng Chen AI4TS AI4CE 32 33 0 27 Jun 2022
A Functional Information Perspective on Model Interpretation Itai Gat Nitay Calderon Roi Reichart Tamir Hazan AAML FAtt 28 6 0 12 Jun 2022
Optimizing Relevance Maps of Vision Transformers Improves Robustness Hila Chefer Idan Schwartz Lior Wolf ViT 27 37 0 02 Jun 2022
Group-invariant max filtering Jameson Cahill Joseph W. Iverson D. Mixon Dan Packer 22 21 0 27 May 2022
Learning the spatio-temporal relationship between wind and significant wave height using deep learning Said Obakrim V. Monbet N. Raillard P. Ailliot 16 5 0 26 May 2022
Noise-reducing attention cross fusion learning transformer for histological image classification of osteosarcoma Liangrui Pan Hetian Wang Lian-min Wang Boya Ji Mingting Liu M. Chongcheawchamnan Yuan Jin Shaoliang Peng ViT MedIm 11 34 0 29 Apr 2022
A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic Barbara Z Cunha C. Droz A. Zine Stéphane Foulard M. Ichchou AI4CE 27 84 0 13 Apr 2022
Reliable Visualization for Deep Speaker Recognition Pengqi Li Lantian Li A. Hamdulla Dong Wang HAI 32 9 0 08 Apr 2022
Exploration of Various Deep Learning Models for Increased Accuracy in Automatic Polyp Detection Ariel E. Isidro Arnel C. Fajardo Alexander A. Hernandez MedIm 11 0 0 04 Mar 2022
A Principled Design of Image Representation: Towards Forensic Tasks Shuren Qi Yushu Zhang Chao Wang Jiantao Zhou Xiaochun Cao 16 17 0 02 Mar 2022
Tricks and Plugins to GBM on Images and Sequences Biyi Fang J. Utke Diego Klabjan 25 0 0 01 Mar 2022
A multi-task learning for cavitation detection and cavitation intensity recognition of valve acoustic signals Yufei Sha J. Faber S. Gou Bonnie M. Liu Wei Li ... T. Steckenreiter D. Vnucec Nadine Wetzstein A. Widl Kai Zhou 8 24 0 01 Mar 2022
SAFE-OCC: A Novelty Detection Framework for Convolutional Neural Network Sensors and its Application in Process Control J. Pulsipher Luke D. J. Coutinho Tyler A. Soderstrom Victor M. Zavala HAI 12 7 0 03 Feb 2022
Classification of White Blood Cell Leukemia with Low Number of Interpretable and Explainable Features W. Lamberti VLM 8 3 0 28 Jan 2022
Face Detection in Extreme Conditions: A Machine-learning Approach Sameer Aqib Hashmi CVBM 16 10 0 17 Jan 2022
Invariance encoding in sliced-Wasserstein space for image classification with limited training data M. Shifat-E.-Rabbi Yan Zhuang Shiying Li A. Rubaiyat Xuwang Yin Gustavo K. Rohde 17 9 0 09 Jan 2022
Hybrid BYOL-ViT: Efficient approach to deal with small datasets Safwen Naimi Rien van Leeuwen W. Souidène S. B. Saoud SSL ViT 25 2 0 08 Nov 2021
Attend and Guide (AG-Net): A Keypoints-driven Attention-based Deep Network for Image Recognition Asish Bera Zachary Wharton Yonghuai Liu Nikolaos Bessis Ardhendu Behera 26 41 0 23 Oct 2021
A survey on deep learning approaches for breast cancer diagnosis Timothy C. H. Kwong S. Mazaheri MedIm 14 4 0 18 Sep 2021
U-Net Convolutional Network for Recognition of Vessels and Materials in Chemistry Lab Zhihao Shang Di Bo 18 0 0 12 Sep 2021
Quadratic mutual information regularization in real-time deep CNN models Maria Tzelepi Anastasios Tefas 14 1 0 26 Aug 2021
Monte Carlo DropBlock for Modelling Uncertainty in Object Detection K. Deepshikha Sai Harsha Yelleni P. K. Srijith C.Krishna Mohan BDL UQCV 27 87 0 08 Aug 2021
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels S. Mohammadzadeh Emma Lejeune AI4CE 23 28 0 24 Jul 2021
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images Safa Ben Atitallah Maha Driss W. Boulila Henda Ben Ghézala 22 42 0 17 May 2021
A Tale of Two Lexica Testing Computational Hypotheses with Deep Convolutional Neural Networks Enes Avcu Olivia Newman D. Gow 6 0 0 13 Apr 2021
A Deep Learning approach to Reduced Order Modelling of Parameter Dependent Partial Differential Equations N. R. Franco Andrea Manzoni P. Zunino 18 45 0 10 Mar 2021
A Survey of Deep Learning Techniques for Weed Detection from Images A. S. M. Mahmudul Hasan Ferdous Sohel D. Diepeveen Hamid Laga Michael G. K. Jones 31 304 0 02 Mar 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 21 27 0 26 Jan 2021
Learning quantum data with the quantum Earth Mover's distance B. Kiani Giacomo De Palma M. Marvian Zi-Wen Liu S. Lloyd 15 45 0 08 Jan 2021
Iranis: A Large-scale Dataset of Farsi License Plate Characters Ali Tourani Sajjad Soroori A. Shahbahrami Alireza Akoushideh 13 6 0 01 Jan 2021
Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Mengzhu Wang Xiang Zhang L. Lan Wei Wang Huibin Tan Zhigang Luo AI4CE 21 1 0 28 Dec 2020
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification Xiaoxu Li Jijie Wu Z. Sun Zhanyu Ma Jie Cao Jing-Hao Xue 11 124 0 29 Nov 2020
Industrial object, machine part and defect recognition towards fully automated industrial monitoring employing deep learning. The case of multilevel VGG19 Ioannis D. Apostolopoulos Mpesiana A. Tzani 22 30 0 23 Nov 2020
Deep Networks for Direction-of-Arrival Estimation in Low SNR G. Papageorgiou M. Sellathurai Yonina C. Eldar 16 183 0 17 Nov 2020
Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels Yinghui Li Ruiyang Liu Zihao Zhang Ning Ding Ying Shen Li Tao Haitao Zheng 13 0 0 17 Nov 2020
Dirichlet Pruning for Neural Network Compression Kamil Adamczewski Mijung Park 24 3 0 10 Nov 2020
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review Shahabedin Nabavi Azar Ejmalian M. Moghaddam A. A. Abin Alejandro F. Frangi M. Mohammadi H. S. Rad 16 16 0 01 Oct 2020
Time-Based Roofline for Deep Learning Performance Analysis Yunsong Wang Charlene Yang S. Farrell Yan Zhang Thorsten Kurth Samuel Williams 11 17 0 09 Sep 2020
Fruit classification using deep feature maps in the presence of deceptive similar classes Mohit Dandekar Narinder Singh Punn S. K. Sonbhadra Sonali Agarwal 12 6 0 12 Jul 2020
A Retinex based GAN Pipeline to Utilize Paired and Unpaired Datasets for Enhancing Low Light Images H. Weligampola Gihan Chanaka Jayatilaka Suren Sritharan R. Godaliyadda Parakrama Ekanayaka Roshan Ragel V. Herath GAN 16 7 0 27 Jun 2020
AdaSwarm: Augmenting Gradient-Based optimizers in Deep Learning with Swarm Intelligence Rohan Mohapatra Snehanshu Saha C. Coello Anwesh Bhattacharya S. Dhavala S. Saha ODL 13 21 0 19 May 2020
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks Karim Guirguis Christoph Schorn A. Guntoro Sherif Abdulatif Bin Yang 8 54 0 03 Mar 2020