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Graph Convolutional Neural Networks as Parametric CoKleisli morphisms Bruno Gavranović M. Villani GNN 164 0 0 01 Dec 2022
Edge Video Analytics: A Survey on Applications, Systems and Enabling TechniquesIEEE Communications Surveys and Tutorials (COMST), 2022 Renjie Xu S. Razavi Rong Zheng 279 40 0 28 Nov 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 211 10 0 27 Nov 2022
Functional Connectome: Approximating Brain Networks with Artificial Neural Networks Sihao Liu Augustine N. Mavor-Parker Caswell Barry 89 1 0 23 Nov 2022
Generalizable Industrial Visual Anomaly Detection with Self-Induction Vision Transformer Haiming Yao Wenyong Yu ViT 321 9 0 22 Nov 2022
Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia Recognition Mengjiao Hu Xudong Jiang K. Sim J. Zhou Cuntai Guan 81 0 0 21 Nov 2022
Reconstructing high-order sequence features of dynamic functional connectivity networks based on diversified covert attention patterns for Alzheimer's disease classification Zhixiang Zhang Biao Jie Zhengdong Wang Jie Zhou Yang Yang 125 0 0 19 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive SurveyACM Computing Surveys (ACM CSUR), 2022 Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 216 23 0 17 Nov 2022
Supervised Fine-tuning Evaluation for Long-term Visual Place RecognitionIEEE International Workshop on Multimedia Signal Processing (MMSP), 2021 Farid Alijani Esa Rahtu 84 0 0 14 Nov 2022
Automatic classification of deformable shapes Hossein Dabirian Radmir Sultamuratov James Herring Carlos El Tallawi W. Zoghbi Andreas Mang R. Azencott 129 1 0 04 Nov 2022
Siamese Transition Masked Autoencoders as Uniform Unsupervised Visual Anomaly Detector Haiming Yao Xue Wang Wenyong Yu 177 11 0 01 Nov 2022
Globally Gated Deep Linear NetworksNeural Information Processing Systems (NeurIPS), 2022 Qianyi Li H. Sompolinsky AI4CE 219 15 0 31 Oct 2022
Self-Regularized Prototypical Network for Few-Shot Semantic SegmentationPattern Recognition (Pattern Recogn.), 2022 Henghui Ding Hui Zhang Xudong Jiang 210 69 0 30 Oct 2022
Efficient Similarity-based Passive Filter Pruning for Compressing CNNsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Arshdeep Singh Mark D. Plumbley 3DPC 88 2 0 27 Oct 2022
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover ProductIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022 P. Bhugra B. Bischke C. Werner R. Syrnicki C. Packbier ... W. De Keersmaecker D. Zanaga A. Wania R. Van De Kerchove G. Marchisio 113 4 0 26 Oct 2022
A Robust Pedestrian Detection Approach for Autonomous Vehicles Bahareh Ghari Ali Tourani A. Shahbahrami 117 3 0 19 Oct 2022
Transformer-based dimensionality reduction Ruisheng Ran Tianyu Gao Bin Fang MedIm 167 3 0 15 Oct 2022
AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 S. Dubey S. Singh B. B. Chaudhuri ODL 131 11 0 12 Oct 2022
Effectiveness of the Recent Advances in Capsule Networks Nidhin Harilal Rohan Patil 123 0 0 11 Oct 2022
Machine learning in bioprocess development: From promise to practiceTrends in Biotechnology (Trends Biotechnol), 2022 L. M. Helleckes J. Hemmerich W. Wiechert E. Lieres A. Grünberger 162 75 0 04 Oct 2022
Green Learning: Introduction, Examples and OutlookJournal of Visual Communication and Image Representation (JVCIR), 2022 C.-C. Jay Kuo A. Madni 244 89 0 03 Oct 2022
Supervised Parameter Estimation of Neuron Populations from Multiple Firing Events L. Le Yao Li 58 1 0 02 Oct 2022
VREN: Volleyball Rally Dataset with Expression Notation Language H. Xia Rhys Tracy Yun Zhao Erwan Fraisse Yuanchun Wang Linda R. Petzold 120 11 0 28 Sep 2022
Environment Optimization for Multi-Agent NavigationIEEE International Conference on Robotics and Automation (ICRA), 2022 Zhan Gao Amanda Prorok 181 12 0 22 Sep 2022
FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image FusionEuropean Conference on Computer Vision (ECCV), 2022 Fabian Duffhauss Ngo Anh Vien Hanna Ziesche Gerhard Neumann 139 10 0 22 Sep 2022
Accelerating Neural Network Inference with Processing-in-DRAM: From the Edge to the CloudIEEE Micro (IEEE Micro), 2022 Geraldo F. Oliveira Juan Gómez Luna Saugata Ghose Amirali Boroumand O. Mutlu 195 31 0 19 Sep 2022
Learning Symbolic Model-Agnostic Loss Functions via Meta-LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Christian Raymond Qi Chen Bing Xue Mengjie Zhang FedML 227 14 0 19 Sep 2022
Top-Tuning: a study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methodsImage and Vision Computing (IVC), 2022 P. D. Alfano Vito Paolo Pastore Lorenzo Rosasco Francesca Odone 182 10 0 16 Sep 2022
Survey on Deep Fuzzy Systems in regression applications: a view on interpretabilityInternational Journal of Fuzzy Systems (IJFS), 2022 Jorge S. S. Júnior Jérôme Mendes F. Souza C. Premebida AI4CE 235 16 0 09 Sep 2022
MRF-PINN: A Multi-Receptive-Field convolutional physics-informed neural network for solving partial differential equationsComputational Mechanics (Comput. Mech.), 2022 Shihong Zhang Fangqiu Yi Bo Wang AI4CE 128 9 0 06 Sep 2022
Swin-transformer-yolov5 For Real-time Wine Grape Bunch DetectionRemote Sensing (RS), 2022 Shenglian Lu Xiaoyu Liu Zixaun He Wenbo Liu Xin Zhang Manoj Karkee 173 44 0 30 Aug 2022
Prediction of Red Wine Quality Using One-dimensional Convolutional Neural Networks Shengnan Di Y. Yang 153 8 0 30 Aug 2022
Urban precipitation downscaling using deep learning: a smart city application over Austin, Texas, USA Manmeet Singh N. Acharya S. Jamshidi Junfeng Jiao Zong‐Liang Yang M. Coudert Z. Baumer D. Niyogi 98 1 0 15 Aug 2022
Vision-Based Activity Recognition in Children with Autism-Related Behaviors P. Wei David Ahmedt-Aristizabal Harshala Gammulle Akila Pemasiri M. Armin 173 42 0 08 Aug 2022
A Gaze into the Internal Logic of Graph Neural Networks, with Logic Paul Tarau NAI 136 3 0 05 Aug 2022
Low-complexity CNNs for Acoustic Scene ClassificationWorkshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2022 Arshdeep Singh Mark D. Plumbley 193 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 205 6 0 09 Jul 2022
Transformers discover an elementary calculation system exploiting local attention and grid-like problem representationIEEE International Joint Conference on Neural Network (IJCNN), 2022 Samuel Cognolato Alberto Testolin 124 8 0 06 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 229 2 0 02 Jul 2022
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational ReasoningNeural Networks (NN), 2022 Chenxin Xu Yuxin Wei Bohan Tang Sheng Yin Ya Zhang Siheng Chen AI4TS AI4CE 290 46 0 27 Jun 2022
Arithmetic Circuits, Structured Matrices and (not so) Deep LearningTheory of Computing Systems (TCS), 2022 Atri Rudra 150 1 0 24 Jun 2022
A Geometric Method for Improved Uncertainty Estimation in Real-timeConference on Uncertainty in Artificial Intelligence (UAI), 2022 Gabriella Chouraqui L. Cohen Gil Einziger Liel Leman 123 0 0 23 Jun 2022
A Functional Information Perspective on Model InterpretationInternational Conference on Machine Learning (ICML), 2022 Itai Gat Nitay Calderon Roi Reichart Tamir Hazan AAML FAtt 224 6 0 12 Jun 2022
DeepVerge: Classification of Roadside Verge Biodiversity and Conservation PotentialComputers, Environment and Urban Systems (CEUS), 2022 Andrew J. Perrett C. Barnes M. Schofield L. Qie Petra Bosilj James M. Brown 112 3 0 09 Jun 2022
Spatial Feature Mapping for 6DoF Object Pose EstimationPattern Recognition (Pattern Recogn.), 2022 Jianhan Mei Xudong Jiang Henghui Ding 3DPC 284 14 0 03 Jun 2022
Optimizing Relevance Maps of Vision Transformers Improves RobustnessNeural Information Processing Systems (NeurIPS), 2022 Hila Chefer Idan Schwartz Lior Wolf ViT 261 46 0 02 Jun 2022
Group-invariant max filteringFoundations of Computational Mathematics (FoCM), 2022 Jameson Cahill Joseph W. Iverson D. Mixon Dan Packer 151 33 0 27 May 2022
A framework for robotic arm pose estimation and movement prediction based on deep and extreme learning modelsJournal of Supercomputing (JS), 2022 I. Rodrigues M. Dantas Assis T. de Oliveira Filho Gibson B. N. Barbosa Daniel Bezerra Ricardo S. Souza M. Marquezini P. Endo J. Kelner D. Sadok 178 15 0 27 May 2022
Learning the spatio-temporal relationship between wind and significant wave height using deep learningEnvironmental Data Science (EDS), 2022 Said Obakrim V. Monbet N. Raillard P. Ailliot 72 6 0 26 May 2022
A Review of Safe Reinforcement Learning: Methods, Theory and Applications Shangding Gu Longyu Yang Yali Du Guang Chen Florian Walter Jun Wang Alois C. Knoll OffRL AI4TS 471 302 0 20 May 2022