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An overview of gradient descent optimization algorithms

15 September 2016

Papers citing "An overview of gradient descent optimization algorithms"

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Crowdsourced-based Deep Convolutional Networks for Urban Flood Depth Mapping B. Kharazi A. Behzadan HAI 79 0 0 06 Sep 2022
Automated Defect Recognition of Castings defects using Neural Networks Alberto García-Pérez M. J. Gómez-Silva A. D. L. Escalera MedIm AI4CE 112 25 0 06 Sep 2022
Gait Recognition in the Wild with Multi-hop Temporal Switch Jinkai Zheng Xinchen Liu Xiaoyan Gu Yaoqi Sun Chuang Gan Jiyong Zhang Wu Liu C. Yan CVBM 78 36 0 01 Sep 2022
Bag of Tricks for Out-of-Distribution Generalization Zining Chen Weiqiu Wang Zhicheng Zhao Aidong Men Hong Chen 63 2 0 23 Aug 2022
String-based Molecule Generation via Multi-decoder VAE Kisoo Kwon Kuhwan Jung Jung-Geun Park Hwidong Na Jinwoo Shin DRL 55 2 0 23 Aug 2022
A Novel Plug-and-Play Approach for Adversarially Robust Generalization Deepak Maurya Adarsh Barik Jean Honorio OOD AAML 83 0 0 19 Aug 2022
Object Detection for Autonomous Dozers Chunfang Liu Burhaneddin Yaman 68 2 0 17 Aug 2022
KL-divergence Based Deep Learning for Discrete Time Model Li Liu Xiangeng Fang Di Wang Weijing Tang Kevin He 39 1 0 10 Aug 2022
PECCO: A Profit and Cost-oriented Computation Offloading Scheme in Edge-Cloud Environment with Improved Moth-flame Optimisation Jiashu Wu Hao Dai Yang Wang Shigen Shen Chengzhong Xu 55 6 0 09 Aug 2022
Fast Offline Policy Optimization for Large Scale Recommendation Otmane Sakhi D. Rohde Alexandre Gilotte OffRL 90 4 0 08 Aug 2022
Data-free Backdoor Removal based on Channel Lipschitzness Runkai Zheng Rong Tang Jianze Li Li Liu AAML 84 110 0 05 Aug 2022
Multiple-hypothesis RNN-T Loss for Unsupervised Fine-tuning and Self-training of Neural Transducer Cong-Thanh Do Mohan Li R. Doddipatla 51 3 0 29 Jul 2022
Text Classification in Memristor-based Spiking Neural Networks Jinqi Huang A. Serb S. Stathopoulos T. Prodromakis 55 15 0 27 Jul 2022
End-To-End Audiovisual Feature Fusion for Active Speaker Detection Fiseha B. Tesema Zheyuan Lin Shiqiang Zhu Wei Song J. Gu Hong-Chuan Wu 42 4 0 27 Jul 2022
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture Jianwei Zhang Dong Li Lituan Wang Lei Zhang 73 2 0 21 Jul 2022
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing Dawit Mureja Argaw Fabian Caba Heilbron Joon-Young Lee Markus Woodson In So Kweon VGen 100 25 0 20 Jul 2022
Pseudo-label Guided Cross-video Pixel Contrast for Robotic Surgical Scene Segmentation with Limited Annotations Yang Yu Zixu Zhao Yueming Jin Guangyong Chen Qi Dou Pheng-Ann Heng 73 5 0 20 Jul 2022
Formal Algorithms for Transformers Mary Phuong Marcus Hutter 62 75 0 19 Jul 2022
A Survey of Decision Making in Adversarial Games Xiuxian Li Min Meng Yiguang Hong Jie-bin Chen AAML 97 15 0 16 Jul 2022
Automatic differentiation and the optimization of differential equation models in biology S. Frank 53 6 0 10 Jul 2022
Sociable and Ergonomic Human-Robot Collaboration through Action Recognition and Augmented Hierarchical Quadratic Programming Francesco Tassi Francesco Iodice Elena De Momi Arash Ajoudani 42 9 0 07 Jul 2022
Automating the Design and Development of Gradient Descent Trained Expert System Networks Jeremy Straub 69 10 0 04 Jul 2022
BeamsNet: A data-driven Approach Enhancing Doppler Velocity Log Measurements for Autonomous Underwater Vehicle Navigation Nadav Cohen Itzik Klein 127 40 0 27 Jun 2022
CTMQ: Cyclic Training of Convolutional Neural Networks with Multiple Quantization Steps Hyunjin Kim Jungwoon Shin Alberto A. Del Barrio MQ 61 2 0 26 Jun 2022
Data Leakage in Federated Averaging Dimitar I. Dimitrov Mislav Balunović Nikola Konstantinov Martin Vechev FedML 66 32 0 24 Jun 2022
Two-dimensional total absorption spectroscopy with conditional generative adversarial networks Cade Dembski M. Kuchera S. Liddick R. Ramanujan A. Spyrou GAN MedIm 65 0 0 23 Jun 2022
Open Set Classification of Untranscribed Handwritten Documents J. R. Prieto Juan José Flores Arellano Enrique Vidal Alejandro H. Toselli David Garrido Carlos Alonso 27 0 0 20 Jun 2022
ADBench: Anomaly Detection Benchmark Songqiao Han Xiyang Hu Hailiang Huang Mingqi Jiang Yue Zhao OOD 120 314 0 19 Jun 2022
Energy reconstruction for large liquid scintillator detectors with machine learning techniques: aggregated features approach Arsenii Gavrikov Y. Malyshkin F. Ratnikov 119 7 0 17 Jun 2022
Gradient-Based Adversarial and Out-of-Distribution Detection Jinsol Lee Mohit Prabhushankar Ghassan AlRegib UQCV 169 14 0 16 Jun 2022
Open-Set Recognition with Gradient-Based Representations Jinsol Lee Ghassan AlRegib VLM BDL 69 9 0 16 Jun 2022
MBGDT:Robust Mini-Batch Gradient Descent Hanming Wang Haozheng Luo Yue Wang 42 4 0 14 Jun 2022
Deep Leakage from Model in Federated Learning Zihao Zhao Mengen Luo Wenbo Ding FedML 61 14 0 10 Jun 2022
Binarizing Split Learning for Data Privacy Enhancement and Computation Reduction Ngoc Duy Pham A. Abuadbba Yansong Gao K. Phan Naveen Chilamkurti 59 36 0 10 Jun 2022
Towards Self-supervised and Weight-preserving Neural Architecture Search Zhuowei Li Yibo Gao Zhenzhou Zha Hu Zhiqiang Qing Xia Shaoting Zhang Dimitris N. Metaxas 74 4 0 08 Jun 2022
Subject Membership Inference Attacks in Federated Learning Anshuman Suri Pallika H. Kanani Virendra J. Marathe Daniel W. Peterson 59 27 0 07 Jun 2022
Linear Leaky-Integrate-and-Fire Neuron Model Based Spiking Neural Networks and Its Mapping Relationship to Deep Neural Networks Si-wei Lu Fengyi Xu 50 26 0 31 May 2022
SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation Ziyi Wang Yongming Rao Xumin Yu Jie Zhou Jiwen Lu 3DPC 71 15 0 26 May 2022
Neuro-Symbolic Learning of Answer Set Programs from Raw Data Daniel Cunnington Mark Law Jorge Lobo Alessandra Russo NAI 122 8 0 25 May 2022
Heavy-Tail Phenomenon in Decentralized SGD Mert Gurbuzbalaban Yuanhan Hu Umut Simsekli Kun Yuan Lingjiong Zhu 104 9 0 13 May 2022
GPN: A Joint Structural Learning Framework for Graph Neural Networks Qianggang Ding Deheng Ye Tingyang Xu P. Zhao 47 0 0 12 May 2022
Spatio-Temporal Transformer for Dynamic Facial Expression Recognition in the Wild Fuyan Ma Bin Sun Shutao Li ViT 57 31 0 10 May 2022
PI-NLF: A Proportional-Integral Approach for Non-negative Latent Factor Analysis Ye Yuan Xin Luo 32 0 0 05 May 2022
Byzantine Fault Tolerance in Distributed Machine Learning : a Survey Djamila Bouhata Hamouma Moumen Moumen Hamouma Ahcène Bounceur AI4CE 108 8 0 05 May 2022
Gradient Descent, Stochastic Optimization, and Other Tales Jun Lu 58 8 0 02 May 2022
Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework Shu Zhen Zhang Ran Xu Caiming Xiong Chetan Ramaiah SSL 70 73 0 27 Apr 2022
Particle algorithms for maximum likelihood training of latent variable models Juan Kuntz Jen Ning Lim A. M. Johansen FedML 121 23 0 27 Apr 2022
JIFF: Jointly-aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction Yukang Cao Guanying Chen Kai Han Wenqi Yang Kwan-Yee K. Wong CVBM 3DH 62 34 0 22 Apr 2022
Deep Learning for Effective and Efficient Reduction of Large Adaptation Spaces in Self-Adaptive Systems Danny Weyns Omid Gheibi Federico Quin Jeroen Van Der Donckt AI4CE 48 14 0 13 Apr 2022
Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness Dianwen Ng Jing Pang Yanghua Xiao Biao Tian Qiang Fu Eng Siong Chng 64 2 0 11 Apr 2022