SGDR: Stochastic Gradient Descent with Warm Restarts

13 August 2016

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

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Title
RSRWKV: A Linear-Complexity 2D Attention Mechanism for Efficient Remote Sensing Vision Task Chunshan Li Rong Wang Xiaofei Yang Dianhui Chu 83 0 0 26 Mar 2025
Unpaired Object-Level SAR-to-Optical Image Translation for Aircraft with Keypoints-Guided Diffusion Models Ruixi You Hecheng Jia Feng Xu DiffM 46 0 0 25 Mar 2025
Bitstream Collisions in Neural Image Compression via Adversarial Perturbations Jordan Madden Lhamo Dorje Xiaohua Li AAML 47 0 0 25 Mar 2025
FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling Qiusheng Huang Xiaohui Zhong Xu Fan Lei Chen Hao Li AI4TS AI4CE 54 0 0 25 Mar 2025
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals Stefan Stojanov David Wendt Seungwoo Kim R. Venkatesh Kevin T. Feigelis Jiajun Wu Daniel L. K. Yamins SSL 76 0 0 25 Mar 2025
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation Muyi Bao Shuchang Lyu Zhaoyang Xu Qi Zhao Changyu Zeng Wenpei Bai Guangliang Cheng Mamba 60 0 0 25 Mar 2025
Robust Lane Detection with Wavelet-Enhanced Context Modeling and Adaptive Sampling Kunyang Li Ming Hou 66 0 0 24 Mar 2025
Cross-Domain Underwater Image Enhancement Guided by No-Reference Image Quality Assessment: A Transfer Learning Approach Zhi Zhang Daoyi Chen 42 0 0 23 Mar 2025
Adaptive Multi-Fidelity Reinforcement Learning for Variance Reduction in Engineering Design Optimization Akash Agrawal Christopher McComb 53 0 0 23 Mar 2025
Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment Hiromu Taketsugu Takeru Oba Takahiro Maeda Shohei Nobuhara Norimichi Ukita 57 1 0 21 Mar 2025
PP-DocLayout: A Unified Document Layout Detection Model to Accelerate Large-Scale Data Construction Ting Sun Cheng Cui Yuning Du Yi Liu 56 1 0 21 Mar 2025
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection Gensheng Pei Tao Chen Yujia Wang Xinhao Cai Xiangbo Shu Tianfei Zhou Yazhou Yao VLM 58 1 0 21 Mar 2025
Exploring Deep Learning Models for EEG Neural Decoding Laurits Dixen Stefan Heinrich Paolo Burelli 51 0 0 20 Mar 2025
Frequency Enhancement for Image Demosaicking Jingyun Liu Daiqin Yang Zhenzhong Chen 51 0 0 20 Mar 2025
Narrowing Class-Wise Robustness Gaps in Adversarial Training Fatemeh Amerehi Patrick Healy 48 0 0 20 Mar 2025
Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Yang Sui Yu-Neng Chuang Guanchu Wang Jiamu Zhang Tianyi Zhang ... Hongyi Liu Andrew Wen Shaochen Zhong Hanjie Chen OffRL ReLM LRM 86 40 0 20 Mar 2025
Neural Variable-Order Fractional Differential Equation Networks Wenjun Cui Qiyu Kang Xuhao Li Kai Zhao Wee Peng Tay Weihua Deng Yidong Li 59 1 0 20 Mar 2025
Squeeze Out Tokens from Sample for Finer-Grained Data Governance Weixiong Lin Chen Ju Haicheng Wang Shengchao Hu Shuai Xiao ... Yuheng Jiao Mingshuai Yao Jinsong Lan Qingwen Liu Ying Chen 58 0 0 18 Mar 2025
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability Jiankang Wang Zhihan Zhang Zhihang Liu Yong Li Jiannan Ge Hongtao Xie Yongdong Zhang 60 0 0 18 Mar 2025
LipShiFT: A Certifiably Robust Shift-based Vision Transformer Rohan Menon Nicola Franco Stephan Günnemann 55 0 0 18 Mar 2025
Quantum EigenGame for excited state calculation David Quiroga Jason Han Anastasios Kyrillidis 53 1 0 17 Mar 2025
A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules Kairong Luo Haodong Wen Shengding Hu Zhenbo Sun Zhiyuan Liu Maosong Sun Kaifeng Lyu Wenguang Chen CLL 69 2 0 17 Mar 2025
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective C. Zhao Zheyu Chen Yunzhe Xu Enxuan Gu Jian Li Zili Yi Qian Wang Jian Yang Ying Tai 92 0 0 17 Mar 2025
C2D-ISR: Optimizing Attention-based Image Super-resolution from Continuous to Discrete Scales Yuxuan Jiang Chengxi Zeng Siyue Teng Fan Zhang Xiaoqing Zhu Joel Sole David Bull 70 2 0 17 Mar 2025
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis Weiguang Zhao Rui Zhang Qiufeng Wang Guangliang Cheng K. Huang 66 1 0 16 Mar 2025
Hydra-NeXt: Robust Closed-Loop Driving with Open-Loop Training Zhenxin Li Shihao Wang Shiyi Lan Zhiding Yu Zuxuan Wu Jose M. Alvarez 59 2 0 15 Mar 2025
Active Learning from Scene Embeddings for End-to-End Autonomous Driving Wenhao Jiang Duo Li Menghan Hu Chao Ma Ke Wang Zhipeng Zhang 49 0 0 14 Mar 2025
Unlocking Open-Set Language Accessibility in Vision Models Fawaz Sammani Jonas Fischer Nikos Deligiannis VLM 57 0 0 14 Mar 2025
DynRsl-VLM: Enhancing Autonomous Driving Perception with Dynamic Resolution Vision-Language Models Xirui Zhou Lianlei Shan Xiaolin Gui 66 0 0 14 Mar 2025
Upcycling Text-to-Image Diffusion Models for Multi-Task Capabilities Ruchika Chavhan Abhinav Mehrotra Malcolm Chadwick Alberto Gil C. P. Ramos Luca Morreale Mehdi Noroozi Sourav Bhattacharya 54 0 0 14 Mar 2025
Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation Fengchen He Dayang Zhao Hao Xu Tingwei Quan Shaoqun Zeng MDE 48 0 0 14 Mar 2025
Human-in-the-Loop Local Corrections of 3D Scene Layouts via Infilling Christopher Xie A. Avetisyan Henry Howard-Jenkins Yawar Siddiqui Julian Straub Richard Newcombe Vasileios Balntas Jakob Julian Engel 3DH 3DV 70 0 0 14 Mar 2025
DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks Minje Kim Minjun Kim Xu Yang 45 0 0 13 Mar 2025
TAU: Modeling Temporal Consistency Through Temporal Attentive U-Net for PPG Peak Detection Chunsheng Zuo Yu Zhao Juntao Ye 44 0 0 13 Mar 2025
BioSerenity-E1: a self-supervised EEG model for medical applications Ruggero G. Bettinardi Mohamed Rahmouni Ulysse Gimenez 74 0 0 13 Mar 2025
Benefits of Learning Rate Annealing for Tuning-Robustness in Stochastic Optimization Amit Attia Tomer Koren 67 1 0 13 Mar 2025
Contextual Speech Extraction: Leveraging Textual History as an Implicit Cue for Target Speech Extraction Minsu Kim Rodrigo Mira Honglie Chen Stavros Petridis Maja Pantic 71 0 0 13 Mar 2025
TAR3D: Creating High-Quality 3D Assets via Next-Part Prediction Xuying Zhang Yutong Liu Yangguang Li Renrui Zhang Yong Liu ... Wanli Ouyang Zhiwei Xiong Peng Gao Qibin Hou Ming-Ming Cheng 129 3 0 13 Mar 2025
Hybrid Agents for Image Restoration Bingchen Li Xiaochen Li Yiting Lu Zhibo Chen 88 1 0 13 Mar 2025
Poly-MgNet: Polynomial Building Blocks in Multigrid-Inspired ResNets Antonia van Betteray Matthias Rottmann Karsten Kahl 51 0 0 13 Mar 2025
HaploVL: A Single-Transformer Baseline for Multi-Modal Understanding Rui Yang Lin Song Yicheng Xiao Runhui Huang Yixiao Ge Ying Shan Hengshuang Zhao MLLM 62 0 0 12 Mar 2025
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration Zhehui Wu Yong Chen Naoto Yokoya Wei He 55 0 0 12 Mar 2025
Implicit Contrastive Representation Learning with Guided Stop-gradient Byeongchan Lee Sehyun Lee SSL 89 2 0 12 Mar 2025
Post-interactive Multimodal Trajectory Prediction for Autonomous Driving Ziyi Huang Yuchen Li Didong Li Yao Mu Hongmao Qin Nan Zheng 70 0 0 12 Mar 2025
Revisiting semi-supervised learning in the era of foundation models Ping Zhang Zheda Mai Quang-Huy Nguyen Wei-Lun Chao 52 0 0 12 Mar 2025
FDCT: Frequency-Aware Decomposition and Cross-Modal Token-Alignment for Multi-Sensor Target Classification S. Sami Md Golam Moula Mehedi Hasan Nasser M. Nasrabadi Raghuveer Rao 53 0 0 12 Mar 2025
Scale-Aware Pre-Training for Human-Centric Visual Perception: Enabling Lightweight and Generalizable Models Xuanhan Wang Huimin Deng Lianli Gao Jingkuan Song VLM 61 0 0 11 Mar 2025
A Theoretical Framework for Preventing Class Collapse in Supervised Contrastive Learning Chungpa Lee Jeongheon Oh Kibok Lee Jy-yong Sohn SSL 94 1 0 11 Mar 2025
Can We Detect Failures Without Failure Data? Uncertainty-Aware Runtime Failure Detection for Imitation Learning Policies Chen Xu Tony Nguyen Emma Dixon Christopher Rodriguez Patrick Miller Robert Lee Paarth Shah Rares Ambrus Haruki Nishimura Masha Itkina OffRL 97 2 0 11 Mar 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories Muzhi Zhu Yuzhuo Tian Hao Chen Chunluan Zhou Qingpei Guo Yongxu Liu M. Yang Chunhua Shen MLLM VLM 81 0 0 11 Mar 2025