An overview of gradient descent optimization algorithms

15 September 2016

Papers citing "An overview of gradient descent optimization algorithms"

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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 29 33 0 22 Apr 2022
Scalable Sensitivity and Uncertainty Analysis for Causal-Effect Estimates of Continuous-Valued Interventions Andrew Jesson A. Douglas P. Manshausen Maelys Solal N. Meinshausen P. Stier Y. Gal Uri Shalit CML 26 26 0 21 Apr 2022
A Novel Fast Exact Subproblem Solver for Stochastic Quasi-Newton Cubic Regularized Optimization Jarad Forristal J. Griffin Wenwen Zhou S. Yektamaram ODL 20 0 0 19 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 15 12 0 13 Apr 2022
Continuous-Time User Preference Modelling for Temporal Sets Prediction Le Yu Zihang Liu Leilei Sun Bowen Du T. Zhu Weifeng Lv 28 6 0 12 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 27 2 0 11 Apr 2022
Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information Yi Zeng Minzhou Pan H. Just Lingjuan Lyu M. Qiu R. Jia AAML 36 171 0 11 Apr 2022
Position-wise optimizer: A nature-inspired optimization algorithm A. Valizadeh ODL 9 0 0 11 Apr 2022
Feature-enhanced Adversarial Semi-supervised Semantic Segmentation Network for Pulmonary Embolism Annotation Tingting Cheng Jerry Chang Ching-Chun Huang Chin-Yu Kuo Yun-Chien Cheng 12 6 0 08 Apr 2022
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network Byung-Kwan Lee Junho Kim Y. Ro AAML 31 18 0 06 Apr 2022
Accelerating Backward Aggregation in GCN Training with Execution Path Preparing on GPUs Shaoxian Xu Zhiyuan Shao Ci-Syuan Yang Xiaofei Liao Hai Jin GNN 37 1 0 06 Apr 2022
A Comprehensive Survey on Automated Machine Learning for Recommendations Bo Chen Xiangyu Zhao Yejing Wang Wenqi Fan Huifeng Guo Ruiming Tang AI4TS 31 6 0 04 Apr 2022
AdaSmooth: An Adaptive Learning Rate Method based on Effective Ratio Jun Lu ODL 14 4 0 02 Apr 2022
Forensic Analysis and Localization of Multiply Compressed MP3 Audio Using Transformers Ziyue Xiang Paolo Bestagini Stefano Tubaro Edward J. Delp 36 10 0 30 Mar 2022
Convergence of gradient descent for deep neural networks S. Chatterjee ODL 26 20 0 30 Mar 2022
Fair Contrastive Learning for Facial Attribute Classification Sungho Park Jewook Lee Pilhyeon Lee Sunhee Hwang D. Kim H. Byun FaML 39 88 0 30 Mar 2022
Parameter-efficient Model Adaptation for Vision Transformers Xuehai He Chunyuan Li Pengchuan Zhang Jianwei Yang Xinze Wang 35 85 0 29 Mar 2022
Local optimisation of Nyström samples through stochastic gradient descent Matthew Hutchings B. Gauthier 23 2 0 24 Mar 2022
Bringing Linearly Transformed Cosines to Anisotropic GGX T. AakashK. Eric Heitz Jonathan Dupuy P. J. Narayanan 16 10 0 22 Mar 2022
Practical tradeoffs between memory, compute, and performance in learned optimizers Luke Metz C. Freeman James Harrison Niru Maheswaranathan Jascha Narain Sohl-Dickstein 46 32 0 22 Mar 2022
Improving Generalization in Federated Learning by Seeking Flat Minima Debora Caldarola Barbara Caputo Marco Ciccone FedML 47 110 0 22 Mar 2022
Provable Constrained Stochastic Convex Optimization with XOR-Projected Gradient Descent Fan Ding Yijie Wang Jianzhu Ma Yexiang Xue 30 0 0 22 Mar 2022
Making DeepFakes more spurious: evading deep face forgery detection via trace removal attack Chi Liu Huajie Chen Tianqing Zhu Jun Zhang Wanlei Zhou AAML 33 23 0 22 Mar 2022
Multi-modal learning for predicting the genotype of glioma Yiran Wei Xi Chen Lei Zhu Lipei Zhang Carola-Bibiane Schönlieb S. Price Chong Li 9 24 0 21 Mar 2022
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis Khiem H. Le Tuan V. Tran Hieu H. Pham Hieu T. Nguyen T. Le H. Nguyen 24 24 0 20 Mar 2022
A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms Sam B. Tran Huyen T. X. Nguyen Chi Phan Hieu H. Pham H. Nguyen 22 3 0 20 Mar 2022
Meta-Learning for Online Update of Recommender Systems Minseok Kim Hwanjun Song Yooju Shin Dongmin Park Kijung Shin Jae-Gil Lee KELM 29 18 0 19 Mar 2022
Gradient Correction beyond Gradient Descent Zefan Li Bingbing Ni Teng Li WenJun Zhang Wen Gao 22 0 0 16 Mar 2022
Probabilistic Warp Consistency for Weakly-Supervised Semantic Correspondences Prune Truong Martin Danelljan Feng Yu Luc Van Gool 32 31 0 08 Mar 2022
GaitEdge: Beyond Plain End-to-end Gait Recognition for Better Practicality Junhao Liang Chao Fan Saihui Hou Chuanfu Shen Yongzhen Huang Shiqi Yu CVBM 25 71 0 08 Mar 2022
Symmetric Convolutional Filters: A Novel Way to Constrain Parameters in CNN Harish Agrawal T. Sumana S. Nandy 24 0 0 26 Feb 2022
Increasing Depth of Neural Networks for Life-long Learning Jkedrzej Kozal Michal Wo'zniak CLL 28 8 0 22 Feb 2022
Soft Actor-Critic Deep Reinforcement Learning for Fault Tolerant Flight Control Killian Dally E. Kampen 27 16 0 16 Feb 2022
Flexible learning of quantum states with generative query neural networks Yan Zhu Yadong Wu Ge Bai Dongsheng Wang Yuexuan Wang G. Chiribella 32 36 0 14 Feb 2022
Emotion Based Hate Speech Detection using Multimodal Learning Aneri Rana Sonali Jha 11 39 0 13 Feb 2022
EvoJAX: Hardware-Accelerated Neuroevolution Yujin Tang Yingtao Tian David R Ha 48 42 0 10 Feb 2022
Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets Tianlong Chen Xuxi Chen Xiaolong Ma Yanzhi Wang Zhangyang Wang 24 35 0 09 Feb 2022
Artificial Intelligence-Based Analytics for Impacts of COVID-19 and Online Learning on College Students' Mental Health Mostafa Rezapour Scott K. Elmshaeuser 27 16 0 07 Feb 2022
Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis P. Karatza K. Dalakleidi M. Athanasiou K. Nikita 19 17 0 04 Feb 2022
Fast Moving Natural Evolution Strategy for High-Dimensional Problems Masahiro Nomura I. Ono 24 6 0 27 Jan 2022
Online Planning in POMDPs with Self-Improving Simulators Jinke He Miguel Suau Hendrik Baier Michael Kaisers F. Oliehoek 16 1 0 27 Jan 2022
Heat Conduction Plate Layout Optimization using Physics-driven Convolutional Neural Networks Hao Ma Yang-Tian Sun M. Chiarelli 31 2 0 21 Jan 2022
Deep Q-learning: a robust control approach B. Varga Balázs Kulcsár M. Chehreghani OOD 32 9 0 21 Jan 2022
Fine-Grained Trajectory-based Travel Time Estimation for Multi-city Scenarios Based on Deep Meta-Learning Chenxing Wang Fang Zhao Haichao Zhang Haiyong Luo Yanjun Qin Yuchen Fang AI4TS 30 18 0 20 Jan 2022
Learning to Rank For Push Notifications Using Pairwise Expected Regret Yuguang Yue Yuanpu Xie Huasen Wu Haofeng Jia Shaodan Zhai Wenzhe Shi Jonathan J. Hunt 28 5 0 19 Jan 2022
A Review of Deep Transfer Learning and Recent Advancements Mohammadreza Iman Khaled Rasheed H. Arabnia 22 354 0 19 Jan 2022
OmniPrint: A Configurable Printed Character Synthesizer Haozhe Sun Wei-Wei Tu Isabelle M Guyon SyDa 46 7 0 17 Jan 2022
A Negotiating Strategy for a Hybrid Goal Function in Multilateral Negotiation Alon Stern Sarit Kraus David Sarne 16 1 0 11 Jan 2022
Differentiable and Scalable Generative Adversarial Models for Data Imputation Yangyang Wu Jun Wang Xiaoye Miao Wei Cao Jianwei Yin SyDa 55 14 0 10 Jan 2022
Automated Dissipation Control for Turbulence Simulation with Shell Models Ann-Kathrin Dombrowski Klaus-Robert Muller W. Müller AI4CE 21 0 0 07 Jan 2022