SGDR: Stochastic Gradient Descent with Warm Restarts

13 August 2016

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

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Title
FusionNet: Multi-model Linear Fusion Framework for Low-light Image Enhancement Kangbiao Shi Yixu Feng Tao Hu Yu Cao Peng Wu Yijin Liang Y. Zhang Qingsen Yan 21 0 0 27 Apr 2025
A Method for the Architecture of a Medical Vertical Large Language Model Based on Deepseek R1 Mingda Zhang Jianglong Qin MedIm 42 0 0 25 Apr 2025
Co-Training with Active Contrastive Learning and Meta-Pseudo-Labeling on 2D Projections for Deep Semi-Supervised Learning David Aparco-Cardenas Jancarlo F. Gomes Alexandre X. Falcão Pedro J. de Rezende 48 0 0 25 Apr 2025
PhysioSync: Temporal and Cross-Modal Contrastive Learning Inspired by Physiological Synchronization for EEG-Based Emotion Recognition Kai Cui Jiyang Li Yong-Jin Liu Xuesong Zhang Zhenzhen Hu Ming Wang 46 0 0 24 Apr 2025
Precision Neural Network Quantization via Learnable Adaptive Modules Wenqiang Zhou Zhendong Yu Xianglong Liu Jiaming Yang Rong Xiao Tao Wang Chenwei Tang Jiancheng Lv MQ 51 0 0 24 Apr 2025
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Qifan Li Tianyi Liang Xingtao Wang Xiaopeng Fan ViT 40 0 0 23 Apr 2025
Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images Tristan Piater Björn Barz Alexander Freytag VLM MedIm 67 0 0 23 Apr 2025
Analytical Softmax Temperature Setting from Feature Dimensions for Model- and Domain-Robust Classification Tatsuhito Hasegawa Shunsuke Sakai 43 0 0 22 Apr 2025
AlphaGrad: Non-Linear Gradient Normalization Optimizer Soham Sane ODL 56 0 0 22 Apr 2025
Event2Vec: Processing neuromorphic events directly by representations in vector space Wei Fang Priyadarshini Panda AI4TS 17 0 0 21 Apr 2025
Plug-and-Play Versatile Compressed Video Enhancement Huimin Zeng Jiacheng Li Zhiwei Xiong 30 0 0 21 Apr 2025
HFBRI-MAE: Handcrafted Feature Based Rotation-Invariant Masked Autoencoder for 3D Point Cloud Analysis Xuanhua Yin Dingxin Zhang Jianhui Yu Weidong Cai 25 0 0 19 Apr 2025
Towards Scale-Aware Low-Light Enhancement via Structure-Guided Transformer Design Wei Dong Yan Min Han Zhou Jun Chen ViT 38 0 0 18 Apr 2025
Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing Mehmet Yamaç Muhammad Numan Yousaf S. Kiranyaz Moncef Gabbouj 28 1 0 17 Apr 2025
Plain Transformers Can be Powerful Graph Learners Liheng Ma Soumyasundar Pal Yingxue Zhang Philip Torr Mark J. Coates 30 0 0 17 Apr 2025
FocusedAD: Character-centric Movie Audio Description Xiaojun Ye C. Wang Yiren Song Sheng Zhou Liangcheng Li Jiajun Bu VGen 61 0 0 16 Apr 2025
Open-Medical-R1: How to Choose Data for RLVR Training at Medicine Domain Zhongxi Qiu Zhang Zhang Yan Hu Heng Li Jiang-Dong Liu OffRL 224 0 0 16 Apr 2025
Efficient Medical Image Restoration via Reliability Guided Learning in Frequency Domain Pengcheng Zheng Kecheng Chen Jiaxin Huang Bohao Chen Ju Liu Yazhou Ren X. Pu MedIm 30 0 0 15 Apr 2025
Towards Spatially-Aware and Optimally Faithful Concept-Based Explanations Shubham Kumar Dwip Dalal Narendra Ahuja 26 0 0 15 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 72 0 0 15 Apr 2025
Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps P. Agrafiotis Begüm Demir 21 0 0 15 Apr 2025
ConvShareViT: Enhancing Vision Transformers with Convolutional Attention Mechanisms for Free-Space Optical Accelerators Riad Ibadulla Thomas M. Chen C. Reyes-Aldasoro ViT 34 0 0 15 Apr 2025
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report Bin Ren Hang Guo Lei-huan Sun Zhikai Wu Radu Timofte ... Dong-Hyeop Son Ui-Jin Choi Tiancheng Shao Yuanyuan Zhang Mengcheng Ma SupR 67 8 0 14 Apr 2025
DUE: A Deep Learning Framework and Library for Modeling Unknown Equations Junfeng Chen Kailiang Wu D. Xiu 32 0 0 14 Apr 2025
Beyond Pairwise Plasticity: Group-Level Spike Synchrony Facilitates Efficient Learning in Spiking Neural Networks Yuchen Tian Assel Kembay Nhan Duy Truong Jason K. Eshraghian Omid Kavehei 9 0 0 14 Apr 2025
Beyond Degradation Conditions: All-in-One Image Restoration via HOG Transformers Jiawei Wu Zhifei Yang Zihan Wang Zhi Jin 29 0 0 12 Apr 2025
crowd-hpo: Realistic Hyperparameter Optimization and Benchmarking for Learning from Crowds with Noisy Labels M. Herde Lukas Lührs Denis Huseljic Bernhard Sick 34 0 0 12 Apr 2025
ReCA: A Parametric ReLU Composite Activation Function John Chidiac Danielle Azar 31 0 0 11 Apr 2025
Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks Erin Carson Xinye Chen 54 0 0 10 Apr 2025
Impact of Language Guidance: A Reproducibility Study Cherish Puniani Advika Sinha Shree Singhi Aayan Yadav VLM 49 0 0 10 Apr 2025
Robust Classification with Noisy Labels Based on Posterior Maximization Nicola Novello Andrea M. Tonello NoLa 60 0 0 09 Apr 2025
Noisy Deep Ensemble: Accelerating Deep Ensemble Learning via Noise Injection Shunsuke Sakai Shunsuke Tsuge Tatsuhito Hasegawa 24 0 0 08 Apr 2025
TC-MGC: Text-Conditioned Multi-Grained Contrastive Learning for Text-Video Retrieval Xiaolun Jing Genke Yang Jian Chu 31 0 0 07 Apr 2025
SapiensID: Foundation for Human Recognition Minchul Kim Dingqiang Ye Yiyang Su Feng Liu Xiaoming Liu CVBM VLM 46 0 0 07 Apr 2025
Grounding 3D Object Affordance with Language Instructions, Visual Observations and Interactions He Zhu Quyu Kong Kechun Xu Xunlong Xia Bing Deng Jieping Ye R. Xiong Yansen Wang 40 0 0 07 Apr 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning Xiao-Hui Li Fei Yin Cheng-Lin Liu 44 0 0 05 Apr 2025
MultiSensor-Home: A Wide-area Multi-modal Multi-view Dataset for Action Recognition and Transformer-based Sensor Fusion Trung Thanh Nguyen Yasutomo Kawanishi Vijay John Takahiro Komamizu Ichiro Ide 46 0 0 03 Apr 2025
Spline-based Transformers Prashanth Chandran Agon Serifi Markus Gross Moritz Bächer 41 0 0 03 Apr 2025
State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons Sanja Karilanova Subhrakanti Dey Ayca Ozcelikkale 56 0 0 03 Apr 2025
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation Xingguang Zhang Nicholas Chimitt Xijun Wang Yu Yuan Stanley H. Chan 41 0 0 03 Apr 2025
Do Two AI Scientists Agree? Xinghong Fu Ziming Liu Max Tegmark 39 1 0 03 Apr 2025
DALIP: Distribution Alignment-based Language-Image Pre-Training for Domain-Specific Data Junjie Wu Jiangtao Xie Zhaolin Zhang Qilong Wang Q. Hu P. Li Sen Xu VLM 55 0 0 02 Apr 2025
Overcoming Vocabulary Constraints with Pixel-level Fallback Jonas F. Lotz Hendra Setiawan Stephan Peitz Yova Kementchedjhieva 43 0 0 02 Apr 2025
Analysis of an Idealized Stochastic Polyak Method and its Application to Black-Box Model Distillation Robert M. Gower Guillaume Garrigos Nicolas Loizou Dimitris Oikonomou Konstantin Mishchenko Fabian Schaipp 41 0 0 02 Apr 2025
NeuraLUT-Assemble: Hardware-aware Assembling of Sub-Neural Networks for Efficient LUT Inference Marta Andronic George A. Constantinides 46 0 0 01 Apr 2025
Scaling Up Resonate-and-Fire Networks for Fast Deep Learning Thomas E. Huber J. Lecomte Borislav Polovnikov Axel von Arnim 41 0 0 01 Apr 2025
Towards Precise Action Spotting: Addressing Temporal Misalignment in Labels with Dynamic Label Assignment Masato Tamura 39 0 0 31 Mar 2025
CA^2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition Jongseo Lee Joohyun Chang Dongho Lee Jinwoo Choi 56 0 0 30 Mar 2025
Instance-Level Data-Use Auditing of Visual ML Models Zonghao Huang Neil Zhenqiang Gong Michael K. Reiter MLAU 63 0 0 28 Mar 2025
HOT: Hadamard-based Optimized Training Seonggon Kim Juncheol Shin Seung-taek Woo Eunhyeok Park 50 0 0 27 Mar 2025