SGDR: Stochastic Gradient Descent with Warm Restarts

13 August 2016

Papers citing "SGDR: Stochastic Gradient Descent with Warm Restarts"

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Title
MiniVLM: A Smaller and Faster Vision-Language Model Jianfeng Wang Xiaowei Hu Pengchuan Zhang Xiujun Li Lijuan Wang Lefei Zhang Jianfeng Gao Zicheng Liu VLM MLLM 35 59 0 13 Dec 2020
Mask Guided Matting via Progressive Refinement Network Qihang Yu Jianming Zhang He Zhang Yilin Wang Zhe Lin N. Xu Yutong Bai Alan Yuille 44 112 0 12 Dec 2020
Uncertainty-driven refinement of tumor-core segmentation using 3D-to-2D networks with label uncertainty Richard McKinley M. Rebsamen Katrin Daetwyler Raphael Meier Piotr Radojewski Roland Wiest 3DV 26 26 0 11 Dec 2020
Recent Theoretical Advances in Non-Convex Optimization Marina Danilova Pavel Dvurechensky Alexander Gasnikov Eduard A. Gorbunov Sergey Guminov Dmitry Kamzolov Innokentiy Shibaev 38 77 0 11 Dec 2020
Deep Mining Generation of Lung Cancer Malignancy Models from Chest X-ray Images M. J. Horry Subrata Chakraborty B. Pradhan M. Paul D. Gomes Anwaar-ul Haq 23 11 0 10 Dec 2020
Kernelized Classification in Deep Networks Sadeep Jayasumana Srikumar Ramalingam Sanjiv Kumar 18 4 0 08 Dec 2020
MERANet: Facial Micro-Expression Recognition using 3D Residual Attention Network G. V. Reddy S. Reddy Snehasis Mukherjee S. Dubey 3DH CVBM 27 13 0 07 Dec 2020
Fine-grained Angular Contrastive Learning with Coarse Labels Guy Bukchin Eli Schwartz Kate Saenko Ori Shahar Rogerio Feris Raja Giryes Leonid Karlinsky 41 52 0 07 Dec 2020
CIA-SSD: Confident IoU-Aware Single-Stage Object Detector From Point Cloud Wu Zheng Weiliang Tang Sijin Chen Li Jiang Chi-Wing Fu 3DPC 34 289 0 05 Dec 2020
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning Haohang Xu Xiaopeng Zhang Hao Li Lingxi Xie H. Xiong Qi Tian SSL 16 12 0 04 Dec 2020
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond Kelvin C. K. Chan Xintao Wang Ke Yu Chao Dong Chen Change Loy SupR 22 444 0 03 Dec 2020
Traffic4cast 2020 -- Graph Ensemble Net and the Importance of Feature And Loss Function Design for Traffic Prediction Qi Qi Pak Hay Kwok 27 9 0 03 Dec 2020
Semi-Supervised Learning with Variational Bayesian Inference and Maximum Uncertainty Regularization Kien Do T. Tran Svetha Venkatesh BDL 22 3 0 03 Dec 2020
Joint gender and age estimation based on speech signals using x-vectors and transfer learning Damian Kwaśny Daria Hemmerling 22 11 0 02 Dec 2020
Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories Jakob Prange Nathan Schneider Vivek Srikumar 26 23 0 02 Dec 2020
Improving Accuracy of Binary Neural Networks using Unbalanced Activation Distribution Hyungjun Kim Jihoon Park Chang-Ho Lee Jae-Joon Kim MQ 20 30 0 02 Dec 2020
SemiNLL: A Framework of Noisy-Label Learning by Semi-Supervised Learning Zhuowei Wang Jing Jiang Bo Han Lei Feng Bo An Gang Niu Guodong Long NoLa 35 17 0 02 Dec 2020
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution Kelvin C. K. Chan Xintao Wang Xiangyu Xu Liang Feng Chen Change Loy 51 250 0 01 Dec 2020
Disentangling Label Distribution for Long-tailed Visual Recognition Youngkyu Hong Seungju Han Kwanghee Choi Seokjun Seo Beomsu Kim Buru Chang 22 231 0 01 Dec 2020
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification Youngwan Lee Hyungil Kim Kimin Yun Jinyoung Moon 26 12 0 01 Dec 2020
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization Hanchen Xie Mohamed E. Hussein Aram Galstyan Wael Abd-Almageed SSL 31 8 0 30 Nov 2020
Look who's not talking Youngki Kwon Hee-Soo Heo Jaesung Huh Bong-Jin Lee Joon Son Chung 4 29 0 30 Nov 2020
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout Zhengsu Chen J. Niu Xuefeng Liu Shaojie Tang 25 1 0 30 Nov 2020
ScaleNAS: One-Shot Learning of Scale-Aware Representations for Visual Recognition Hsin-Pai Cheng Feng Liang Meng Li Bowen Cheng Feng Yan H. Li Vikas Chandra Yiran Chen 22 9 0 30 Nov 2020
Fully Quantized Image Super-Resolution Networks Hu Wang Peng Chen Bohan Zhuang Chunhua Shen SupR MQ 29 30 0 29 Nov 2020
Multi-objective Neural Architecture Search with Almost No Training Shengran Hu Ran Cheng Cheng He Zhichao Lu 19 6 0 27 Nov 2020
Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography Sibo Qiao Shanchen Pang G. Luo S. Pan Xun Wang Min Wang Xue Zhai Taotao Chen 23 8 0 26 Nov 2020
PGL: Prior-Guided Local Self-supervised Learning for 3D Medical Image Segmentation Yutong Xie Jianpeng Zhang Zehui Liao Yong-quan Xia Chunhua Shen 21 47 0 25 Nov 2020
Cross-Camera Convolutional Color Constancy Mahmoud Afifi Jonathan T. Barron Chloe LeGendre Yun-Ta Tsai Francois Bleibel 13 40 0 24 Nov 2020
SMG: A Shuffling Gradient-Based Method with Momentum Trang H. Tran Lam M. Nguyen Quoc Tran-Dinh 28 21 0 24 Nov 2020
KeepAugment: A Simple Information-Preserving Data Augmentation Approach Chengyue Gong Dilin Wang Meng Li Vikas Chandra Qiang Liu 33 113 0 23 Nov 2020
On the Overlooked Pitfalls of Weight Decay and How to Mitigate Them: A Gradient-Norm Perspective Zeke Xie Zhiqiang Xu Jingzhao Zhang Issei Sato Masashi Sugiyama 19 22 0 23 Nov 2020
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 94 3,976 0 20 Nov 2020
VLG-Net: Video-Language Graph Matching Network for Video Grounding Mattia Soldan Mengmeng Xu Sisi Qu Jesper N. Tegnér Guohao Li 35 69 0 19 Nov 2020
An Efficient and Scalable Deep Learning Approach for Road Damage Detection Sadra Naddaf-sh M.-Mahdi Naddaf-Sh Amir R. Kashani H. Zargarzadeh 30 57 0 18 Nov 2020
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning Bin Li Yin Li K. Eliceiri 14 594 0 17 Nov 2020
Analyzing and Mitigating JPEG Compression Defects in Deep Learning Max Ehrlich Larry S. Davis Ser-Nam Lim Abhinav Shrivastava 22 20 0 17 Nov 2020
Non-trivial symmetries in quantum landscapes and their resilience to quantum noise Enrico Fontana M. Cerezo A. Arrasmith I. Rungger Patrick J. Coles 32 22 0 17 Nov 2020
3D CNNs with Adaptive Temporal Feature Resolutions Mohsen Fayyaz Emad Bahrami Rad Ali Diba M. Noroozi Ehsan Adeli Luc Van Gool Juergen Gall 3DPC 24 30 0 17 Nov 2020
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Accelerated Neuroevolution with Weight Transfer William J. McNally Kanav Vats Alexander Wong J. McPhee 3DH 32 16 0 17 Nov 2020
AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries Q. Hu Tianlin Li Wei Hu Guo-Jun Qi SSL 17 153 0 17 Nov 2020
Sub-clusters of Normal Data for Anomaly Detection Gahye Lee Seungkyu Lee OOD 20 0 0 17 Nov 2020
Wisdom of the Ensemble: Improving Consistency of Deep Learning Models Lijing Wang Dipanjan Ghosh Maria Teresa Gonzalez Diaz Ahmed K. Farahat M. Alam Chetan Gupta Jiangzhuo Chen Madhav Marathe 28 10 0 13 Nov 2020
Filter Pre-Pruning for Improved Fine-tuning of Quantized Deep Neural Networks Jun Nishikawa Ryoji Ikegaya MQ 23 1 0 13 Nov 2020
Where to drive: free space detection with one fisheye camera Tobias Scheck Adarsh Mallandur C. Wiede G. Hirtz 27 7 0 11 Nov 2020
Learning from THEODORE: A Synthetic Omnidirectional Top-View Indoor Dataset for Deep Transfer Learning Tobias Scheck Roman Seidel G. Hirtz 27 22 0 11 Nov 2020
Noise2Stack: Improving Image Restoration by Learning from Volumetric Data Mikhail Papkov Kenny Roberts Lee Ann Madissoon Ö. Bayraktar D. Fishman K. Palo L. Parts 14 9 0 10 Nov 2020
Ontology-driven Event Type Classification in Images Eric Müller-Budack Matthias Springstein Sherzod Hakimov Kevin Mrutzek Ralph Ewerth 24 9 0 09 Nov 2020
Towards Domain-Agnostic Contrastive Learning Vikas Verma Minh-Thang Luong Kenji Kawaguchi Hieu H. Pham Quoc V. Le SSL 15 116 0 09 Nov 2020
Depthwise Multiception Convolution for Reducing Network Parameters without Sacrificing Accuracy Guoqing Bao M. Graeber Xiuying Wang 13 5 0 07 Nov 2020