Title
Sea ice detection using concurrent multispectral and synthetic aperture radar imageryRemote Sensing of Environment (RSE), 2024 Martin S J Rogers Maria Fox Andrew Fleming Louisa van Zeeland Jeremy Wilkinson J. S. Hosking 72 10 0 11 Jan 2024
Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputation Linglong Qian Zina Ibrahim Richard J. B. Dobson BDL AI4TS 101 3 0 04 Jan 2024
Does Few-shot Learning Suffer from Backdoor Attacks?AAAI Conference on Artificial Intelligence (AAAI), 2023 Xinwei Liu Yang Liu Jindong Gu Yuan Xun Yaning Tan Simeng Qin 214 22 0 31 Dec 2023
Boosting Defect Detection in Manufacturing using Tensor Convolutional Neural Networks Pablo Martin-Ramiro Unai Sainz de la Maza Sukhbinder Singh Roman Orus Samuel Mugel UQCV 194 4 0 29 Dec 2023
Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding K. Abdous Nairouz Mrabah Mohamed Bouguessa 151 7 0 28 Dec 2023
Analytical Insight of Earth: A Cloud-Platform of Intelligent Computing for Geospatial Big Data Hao Xu Yuanbin Man Mingyang Yang Jichao Wu Tao Gui Jing Wang 85 15 0 27 Dec 2023
CSAI: Conditional Self-Attention Imputation for Healthcare Time-series Linglong Qian Joseph Arul Raj Hugh Logan Ellis Ao Zhang Yuezhou Zhang Tao Wang Richard J. B. Dobson Zina Ibrahim AI4TS 266 2 0 27 Dec 2023
RoboFiSense: Attention-Based Robotic Arm Activity Recognition with WiFi Sensing Rojin Zandi Kian Behzad Elaheh Motamedi Hojjat Salehinejad Milad Siami 216 15 0 23 Dec 2023
Investigating YOLO Models Towards Outdoor Obstacle Detection For Visually Impaired People Chenhao He Pramit Saha 132 9 0 10 Dec 2023
TMID: A Comprehensive Real-world Dataset for Trademark Infringement Detection in E-CommerceConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tongxin Hu Zhuang Li Xin Jin Zhuang Li Xin Zhang 147 2 0 08 Dec 2023
Demystifying DeFi MEV Activities in Flashbots BundleConference on Computer and Communications Security (CCS), 2023 Zihao Li Jianfeng Li Zheyuan He Xiapu Luo Ting Wang Xiaoze Ni Wenwu Yang Xi Chen Ting Chen MoE 271 39 0 02 Dec 2023
Adapter is All You Need for Tuning Visual Tasks Dongshuo Yin Leiyi Hu Bin Li Youqun Zhang 261 20 0 25 Nov 2023
A Supervised Contrastive Learning Pretrain-Finetune Approach for Time Series Trang H. Tran Lam M. Nguyen Kyongmin Yeo Nam H. Nguyen Roman Vaculin AI4TS 157 0 0 21 Nov 2023
Enhancing IoT Security via Automatic Network Traffic Analysis: The Transition from Machine Learning to Deep LearningIoT (IoT), 2023 Mounia Hamidouche Eugeny Popko B. Ouni 119 12 0 20 Nov 2023
Advancing Drug Discovery with Enhanced Chemical Understanding via Asymmetric Contrastive Multimodal LearningJournal of Chemical Information and Modeling (JCIM), 2023 Hao Xu Yifei Wang Yunrui Li Pengyu Hong Pengyu Hong 285 1 0 11 Nov 2023
Forest aboveground biomass estimation using GEDI and earth observation data through attention-based deep learning Wenquan Dong E. Mitchard Hao Yu Steven Hancock Casey M. Ryan 150 1 0 06 Nov 2023
Barron Space for Graph Convolution Neural Networks Seok-Young Chung Qiyu Sun GNN 129 2 0 06 Nov 2023
Machine learning's own Industrial Revolution Yuan Luo Song Han Jingjing Liu AI4CE 204 0 0 04 Nov 2023
Revealing CNN Architectures via Side-Channel Analysis in Dataflow-based Inference AcceleratorsACM Transactions on Embedded Computing Systems (TECS), 2023 Hansika Weerasena Prabhat Mishra FedML 286 8 0 01 Nov 2023
Deep machine learning for meteor monitoring: advances with transfer learning and gradient-weighted class activation mappingPlanetary and Space Science (PSS), 2023 E. Peña-Asensio Josep M. Trigo-Rodríguez P. Grebol-Tomas David Regordosa-Avellana Albert Rimola 173 7 0 25 Oct 2023
Gaussian processes based data augmentation and expected signature for time series classificationIEEE Access (IEEE Access), 2023 Marco Romito Francesco Triggiano AI4TS 233 2 0 16 Oct 2023
Multiview Transformer: Rethinking Spatial Information in Hyperspectral Image Classification Jie Zhang Yongshan Zhang Yicong Zhou 108 0 0 11 Oct 2023
Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing modelArtificial Intelligence for the Earth Systems (AI4ES), 2023 Yingkai Sha Ryan Sobash David John Gagne 191 6 0 09 Oct 2023
A quantum system control method based on enhanced reinforcement learningSoft Computing - A Fusion of Foundations, Methodologies and Applications (Soft Computing), 2021 Wenjie Liu Bosi Wang Jihao Fan Yebo Ge M. Zidan 110 23 0 30 Sep 2023
Classification of Potholes Based on Surface Area Using Pre-Trained Models of Convolutional Neural Network Dipam Patel Abdullah Cheema Waqas Qayyum Rana Ehtisham Kshitij Tiwari Junaid Mir Aniket Bera Afaq Ahmad 95 3 0 29 Sep 2023
Automatic Identification of Stone-Handling Behaviour in Japanese Macaques Using LabGym Artificial Intelligence Théo Ardoin Cédric Sueur 71 3 0 28 Sep 2023
Improving Facade Parsing with Vision Transformers and Line IntegrationAdvanced Engineering Informatics (Adv. Eng. Inform.), 2023 Bowen Wang Jiaxing Zhang Ran Zhang Yunqin Li Liangzhi Li Yuta Nakashima ViT 108 26 0 27 Sep 2023
Provable advantages of kernel-based quantum learners and quantum preprocessing based on Grover's algorithm Till Muser Elias Zapusek Vasilis Belis Florentin Reiter 219 12 0 25 Sep 2023
An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised Methods Mahdi Abdollah Chalaki Daniyal Maroufi M. Robati Mohammad Javad Karimi A. Sadighi 124 3 0 22 Sep 2023
Triple-View Knowledge Distillation for Semi-Supervised Semantic Segmentation P. Li Junjie Chen L. Yuan Xianghua Xu Mingli Song 159 2 0 22 Sep 2023
Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability Shivam Kumar Sharma Suvadeep Maiti S. Mythirayee Srijithesh P. Rajendran R. S. Bapi 268 2 0 10 Sep 2023
Application of Machine Learning in Melanoma Detection and the Identification of Úgly Duckling' and Suspicious Naevi: A Review Fatima Al Zegair Nathasha Naranpanawa B. Betz‐Stablein Monika Janda H. Soyer Shekhar S. Chandra 132 4 0 01 Sep 2023
Deep graphical regression for jointly moderate and extreme Australian wildfiresSpatial Statistics (Spat. Stat.), 2023 Daniela Cisneros J. Richards Ashok Dahal Luigi Lombardo Raphael Huser 409 28 0 28 Aug 2023
Computer vision-enriched discrete choice models, with an application to residential location choice Sander van Cranenburgh Francisco Garrido-Valenzuela 97 4 0 16 Aug 2023
Boosting Cross-Quality Face Verification using Blind Face RestorationBiometrics and Electronic Signatures (BES), 2023 Messaoud Bengherabi Douaa Laib Fella Souhila Lasnami Ryma Boussaha CVBM 306 2 0 15 Aug 2023
Erasure-based Interaction Network for RGBT Video Object Detection and A Unified Benchmark Zhengzheng Tu Qishun Wang Hongshun Wang Kunpeng Wang Chenglong Li VOS 155 5 0 03 Aug 2023
Deep Convolutional Neural Networks with Zero-Padding: Feature Extraction and Learning Zhixiong Han Baichen Liu Shao-Bo Lin Ding-Xuan Zhou 145 6 0 30 Jul 2023
Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity Navid Ziaei Reza Saadati Fard Ali Yousefi Behzad Nazari S. Cash A. Paulk BDL 93 3 0 28 Jul 2023
Transferability of Convolutional Neural Networks in Stationary Learning Tasks Damian Owerko Charilaos I. Kanatsoulis Jennifer Bondarchuk Donald J. Bucci Alejandro Ribeiro BDL 159 2 0 21 Jul 2023
CeRF: Convolutional Neural Radiance Fields for New View Synthesis with Derivatives of Ray Modeling Xiaoyan Yang Dingbo Lu Yongqian Li Chenhui Li Changbo Wang 157 1 0 14 Jul 2023
Parallel Algorithms Align with Neural ExecutionLOG IN (LOG IN), 2023 Valerie Engelmayer Dobrik Georgiev Petar Velickovic 307 11 0 08 Jul 2023
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device PerformanceJournal of Chemical Information and Modeling (JCIM), 2023 Vidushi Sharma Maxwell J. Giammona Dmitry Zubarev Andy Tek Khanh Nugyuen Linda Sundberg D. Congiu Young-Hye La 122 15 0 07 Jul 2023
A Survey on Graph Classification and Link Prediction based on GNN Xingyu Liu Juan Chen Q. Wen GNN 175 21 0 03 Jul 2023
Why Deep Models Often cannot Beat Non-deep Counterparts on Molecular Property Prediction? Jun Xia Lecheng Zhang Xiao Zhu Stan Z. Li 239 5 0 30 Jun 2023
Neural Bayes estimators for censored inference with peaks-over-threshold models J. Richards Matthew Sainsbury-Dale A. Zammit‐Mangion Raphael Huser 678 10 0 27 Jun 2023
TranssionADD: A multi-frame reinforcement based sequence tagging model for audio deepfake detection Jiexi Liu Zhiba Su Hui Huang CaiYan Wan Quanxiu Wang Jiangli Hong Benlai Tang Feng Zhu 131 13 0 27 Jun 2023
Solving Large-scale Spatial Problems with Convolutional Neural NetworksAsilomar Conference on Signals, Systems and Computers (ACSSC), 2023 Damian Owerko Charilaos I. Kanatsoulis Alejandro Ribeiro 263 2 0 14 Jun 2023
Uncovering solutions from data corrupted by systematic errors: A physics-constrained convolutional neural network approach Daniel Kelshaw Luca Magri PINN 95 2 0 07 Jun 2023
Object Detection with Transformers: A ReviewItalian National Conference on Sensors (INS), 2023 Tahira Shehzadi K. Hashmi D. Stricker Muhammad Zeshan Afzal ViT MU 365 50 0 07 Jun 2023
T-ADAF: Adaptive Data Augmentation Framework for Image Classification Network based on Tensor T-product OperatorNeural Processing Letters (NPL), 2023 F. Han Yun Miao Zhao Sun Yimin Wei 177 9 0 07 Jun 2023