diffGrad: An Optimization Method for Convolutional Neural Networks

12 September 2019

Papers citing "diffGrad: An Optimization Method for Convolutional Neural Networks"

31 / 31 papers shown

Title
A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers Muhammad Ahmad Salvatore Distifano Adil Mehmood Khan Manuel Mazzara Chenyu Li Jing Yao Hao Li Jagannath Aryal G. Vivone Danfeng Hong 56 3 0 23 Apr 2024
Angle based dynamic learning rate for gradient descent Neel Mishra Kiran Ravish ODL 26 1 0 20 Apr 2023
Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks D. Pasechnyuk Anton Prazdnichnykh Mikhail Evtikhiev T. Bryksin 24 1 0 06 Mar 2023
AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs S. Dubey S. Singh B. B. Chaudhuri ODL 14 8 0 12 Oct 2022
Moment Centralization based Gradient Descent Optimizers for Convolutional Neural Networks Sumanth Sadu S. Dubey S. Sreeja ODL 21 1 0 19 Jul 2022
On the Power-Law Hessian Spectrums in Deep Learning Zeke Xie Qian-Yuan Tang Yunfeng Cai Mingming Sun P. Li ODL 42 8 0 31 Jan 2022
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding Yunhan Zhao Connelly Barnes Yuqian Zhou Eli Shechtman Sohrab Amirghodsi Charless C. Fowlkes 27 8 0 20 Jan 2022
Training Recurrent Neural Networks by Sequential Least Squares and the Alternating Direction Method of Multipliers Alberto Bemporad 19 11 0 31 Dec 2021
Learning Speaker Representation with Semi-supervised Learning approach for Speaker Profiling Shangeth Rajaa Pham Van Tung Chng Eng Siong 28 5 0 24 Oct 2021
Gated recurrent units and temporal convolutional network for multilabel classification L. Nanni A. Lumini Alessandro Manfe Riccardo Rampon S. Brahnam Giorgio Venturin 18 2 0 09 Oct 2021
Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark S. Dubey S. Singh B. B. Chaudhuri 41 641 0 29 Sep 2021
Frequency Disentangled Residual Network S. Singh Roshan Reddy Yedla S. Dubey R. Sanodiya Wei Chu 17 4 0 26 Sep 2021
AdaInject: Injection Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks S. Dubey S. H. Shabbeer Basha S. Singh B. B. Chaudhuri ODL 42 9 0 26 Sep 2021
High performing ensemble of convolutional neural networks for insect pest image detection L. Nanni Alessandro Manfe Gianluca Maguolo A. Lumini S. Brahnam 15 77 0 28 Aug 2021
KOALA: A Kalman Optimization Algorithm with Loss Adaptivity A. Davtyan Sepehr Sameni L. Cerkezi Givi Meishvili Adam Bielski Paolo Favaro ODL 53 2 0 07 Jul 2021
Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval S. Singh S. Dubey M. Shruthi Sairathan Ventrapragada Saivamshi Salla Dasharatha MedIm 27 6 0 21 May 2021
AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images Anirudh Ambati S. Dubey OOD 19 6 0 21 May 2021
AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks S. K. Roy Mercedes Eugenia Paoletti J. Haut S. Dubey Purushottam Kar A. Plaza B. B. Chaudhuri ODL 19 18 0 21 May 2021
Exploiting Adam-like Optimization Algorithms to Improve the Performance of Convolutional Neural Networks L. Nanni Gianluca Maguolo A. Lumini ODL MedIm 41 10 0 26 Mar 2021
Towards Memristive Deep Learning Systems for Real-time Mobile Epileptic Seizure Prediction Corey Lammie Wei Xiang M. R. Azghadi 25 15 0 17 Feb 2021
Painless step size adaptation for SGD I. Kulikovskikh Tarzan Legović 20 0 0 01 Feb 2021
Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects Muhammad Ahmad Sidrah Shabbir S. K. Roy Danfeng Hong Xin Wu Jing Yao A. Khan Manuel Mazzara Salvatore Distefano Jocelyn Chanussot 60 247 0 15 Jan 2021
Semantic Video Segmentation for Intracytoplasmic Sperm Injection Procedures Chloe He R. Jain J. Chambost C. Jacques C. Hickman VLM 19 0 0 04 Jan 2021
Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks Jayendra Kantipudi S. Dubey Soumendu Chakraborty AAML 34 19 0 20 Dec 2020
HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms Mahmoud Afifi Marcus A. Brubaker M. S. Brown GAN 35 105 0 23 Nov 2020
On the Performance of Convolutional Neural Networks under High and Low Frequency Information Roshan Reddy Yedla S. Dubey OOD 25 4 0 30 Oct 2020
Artificial Intelligence: Research Impact on Key Industries; the Upper-Rhine Artificial Intelligence Symposium (UR-AI 2020) Andreas H. Christ Franz Quint AI4CE 27 0 0 05 Oct 2020
Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers Robin M. Schmidt Frank Schneider Philipp Hennig ODL 32 162 0 03 Jul 2020
Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung Alexandr G. Rassadin MedIm 29 8 0 25 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 18 21 0 19 May 2020
LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks S. K. Roy Suvojit Manna S. Dubey B. B. Chaudhuri 11 49 0 01 Jan 2019