SGDR: Stochastic Gradient Descent with Warm Restarts

13 August 2016

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

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Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning Jinghui Lu Haiyang Yu Siliang Xu Shiwei Ran Guozhi Tang ... Teng Fu Hao Feng Jingqun Tang Han Wang Can Huang LRM 17 0 0 21 May 2025
Aligning Explanations with Human Communication Jacopo Teneggi Zhenzhen Wang Paul H. Yi Tianmin Shu Jeremias Sulam 14 0 0 21 May 2025
Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks Uranik Berisha Jens Mehnert Alexandru Paul Condurache MoE 12 0 0 21 May 2025
Physics-Driven Local-Whole Elastic Deformation Modeling for Point Cloud Representation Learning Zhongyu Chen Rong Zhao Xie Han Xindong Guo Song Wang Zherui Qiao 3DPC 31 0 0 20 May 2025
Energy-Efficient Deep Reinforcement Learning with Spiking Transformers Mohammad Irfan Uddin Nishad Tasnim Md Omor Faruk Zejian Zhou OffRL AI4CE 7 0 0 20 May 2025
ReactDiff: Latent Diffusion for Facial Reaction Generation Jiaming Li Sheng Wang Xin Wang Yitao Zhu Honglin Xiong Zixu Zhuang Qian Wang DiffM VGen 13 0 0 20 May 2025
VoQA: Visual-only Question Answering Luyang Jiang Jianing An Jie Luo Wenjun Wu Lei Huang LRM 14 0 0 20 May 2025
Hybrid Bernstein Normalizing Flows for Flexible Multivariate Density Regression with Interpretable Marginals Marcel Arpogaus Thomas Kneib Thomas Nagler David Rügamer 12 0 0 20 May 2025
SafetyNet: Detecting Harmful Outputs in LLMs by Modeling and Monitoring Deceptive Behaviors Maheep Chaudhary Fazl Barez 7 0 0 20 May 2025
Electrostatics from Laplacian Eigenbasis for Neural Network Interatomic Potentials Maksim Zhdanov Vladislav Kurenkov 12 0 0 20 May 2025
Learning to Adapt to Position Bias in Vision Transformer Classifiers Robert-Jan Bruintjes Jan van Gemert 14 0 0 19 May 2025
PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning Yeonkyung Lee Woojung Han Youngjun Jun Hyeonmin Kim Jungkyung Cho Seong Jae Hwang MedIm 24 0 0 18 May 2025
GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification Yang Mu Zhitong Xiong Yi Wang Muhammad Shahzad Franz Essl Mark van Kleunen Xiao Xiang Zhu VLM 13 0 0 18 May 2025
PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement ZhanFeng Feng Long Peng Xin Di Yong Guo Wenbo Li Yulun Zhang Renjing Pei Yang Wang Yang Cao Zheng-Jun Zha MQ 24 0 0 18 May 2025
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results Sangmin Lee Eunpil Park Angel Canelo Hyunhee Park Youngjo Kim ... Alvaro Garcıa-Lara Daniel Feijoo Alvaro Garcıa Zeyu Xiao Zerui Li 10 1 0 17 May 2025
Efficiently Building a Domain-Specific Large Language Model from Scratch: A Case Study of a Classical Chinese Large Language Model Shen Li Renfen Hu Lijun Wang ALM 22 0 0 17 May 2025
Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks Giyeong Oh Woohyun Cho Siyeol Kim Suhwan Choi Younjae Yu 32 0 0 17 May 2025
Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning Ananyae Kumar Bhartari Vinayak Vinayak Vivek B Shenoy AI4CE 12 0 0 16 May 2025
X-Edit: Detecting and Localizing Edits in Images Altered by Text-Guided Diffusion Models Valentina Bazyleva Nicolo Bonettini Gaurav Bharaj DiffM 18 0 0 16 May 2025
Concept Drift Guided LayerNorm Tuning for Efficient Multimodal Metaphor Identification Wenhao Qian Zhenzhen Hu Zijie Song Jia Li 17 0 0 16 May 2025
RefPose: Leveraging Reference Geometric Correspondences for Accurate 6D Pose Estimation of Unseen Objects Jaeguk Kim Jaewoo Park Keuntek Lee Nam Ik Cho 17 0 0 16 May 2025
StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story Generation Daniel A. P. Oliveira David Martins de Matos VGen 32 0 0 15 May 2025
Predicting Risk of Pulmonary Fibrosis Formation in PASC Patients Wanying Dou Gorkem Durak Koushik Biswas Ziliang Hong Andrea Mia Bejar ... Mary Salvatore S. Jambawalikar Drew Torigian Jayaram K. Udupa Ulas Bagci AI4CE 12 0 0 15 May 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs Vibha Belavadi Tushar Vatsa Dewang Sultania Suhas Suresha Ishita Verma Chong Chen Tracy Holloway King Michael Friedrich SyDa 49 0 0 15 May 2025
Interim Report on Human-Guided Adaptive Hyperparameter Optimization with Multi-Fidelity Sprints Michael Kamfonas 34 0 0 14 May 2025
Efficient LiDAR Reflectance Compression via Scanning Serialization Jiahao Zhu Kang-Soo You Dandan Ding Zhan Ma 30 0 0 14 May 2025
Real2Render2Real: Scaling Robot Data Without Dynamics Simulation or Robot Hardware Justin Yu Letian Fu Huang Huang Karim El-Refai Rares Ambrus Richard Cheng Muhammad Zubair Irshad Ken Goldberg 36 0 0 14 May 2025
Block-Biased Mamba for Long-Range Sequence Processing Annan Yu N. Benjamin Erichson Mamba 52 0 0 13 May 2025
Learning Dynamics in Continual Pre-Training for Large Language Models Xingjin Wang Howe Tissue Lu Wang Linjing Li D. Zeng CLL 39 0 0 12 May 2025
CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity Yongsheng Huang Peibo Duan Zhipeng Liu Kai Sun Changsheng Zhang Bin Zhang Mingkun Xu GNN 55 0 0 09 May 2025
Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection Hanzhe Liang Aoran Wang Jie Zhou Xin Jin C. Gao Jinbao Wang 28 0 0 09 May 2025
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The Moon's Many Faces: A Single Unified Transformer for Multimodal Lunar Reconstruction Tom Sander Moritz Tenthoff Kay Wohlfarth Christian Wöhler 31 0 0 08 May 2025
Overcoming Dimensional Factorization Limits in Discrete Diffusion Models through Quantum Joint Distribution Learning Chuangtao Chen Qinglin Zhao Mengchu Zhou Zhimin He Haozhen Situ DiffM 56 0 0 08 May 2025
SwinLip: An Efficient Visual Speech Encoder for Lip Reading Using Swin Transformer Young-Hu Park R.-H. Park Hyung-Min Park 54 0 0 07 May 2025
Hyb-KAN ViT: Hybrid Kolmogorov-Arnold Networks Augmented Vision Transformer Sainath Dey Mitul Goswami Jashika Sethi Prasant Kumar Pattnaik ViT 33 0 0 07 May 2025
GAPrompt: Geometry-Aware Point Cloud Prompt for 3D Vision Model Zixiang Ai Zichen Liu Yuanhang Lei Zhenyu Cui Xu Zou Jiahuan Zhou 34 0 0 07 May 2025
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong Yiming Li Yue Deng ViT 46 0 0 07 May 2025
MRI motion correction via efficient residual-guided denoising diffusion probabilistic models Mojtaba Safari Shansong Wang Qiang Li Zach Eidex Richard L. J. Qiu Chih-Wei Chang H. Mao Xiaofeng Yang DiffM MedIm 51 0 0 06 May 2025
A Sensitivity-Driven Expert Allocation Method in LoRA-MoE for Efficient Fine-Tuning Junzhou Xu Boyu Diao MoE 52 0 0 06 May 2025
RAIL: Region-Aware Instructive Learning for Semi-Supervised Tooth Segmentation in CBCT Chuyu Zhao Hao Huang Jiashuo Guo Ziyu Shen Zhongwei Zhou Jie Liu Zekuan Yu 53 0 0 06 May 2025
PASCAL: Precise and Efficient ANN- SNN Conversion using Spike Accumulation and Adaptive Layerwise Activation Pranav Ramesh Gopalakrishnan Srinivasan 36 0 0 03 May 2025
A Neural Architecture Search Method using Auxiliary Evaluation Metric based on ResNet Architecture Shang Wang Huanrong Tang Jianquan Ouyang 60 0 0 02 May 2025
On the Importance of Gaussianizing Representations Daniel Eftekhari Vardan Papyan 31 0 0 01 May 2025
MemeBLIP2: A novel lightweight multimodal system to detect harmful memes Jiaqi Liu Ran Tong Aowei Shen Shuzheng Li Changlin Yang Lisha Xu VLM 77 1 0 29 Apr 2025
A Comparison-Relationship-Surrogate Evolutionary Algorithm for Multi-Objective Optimization Christopher M. Pierce Young-Kee Kim Ivan Bazarov 38 0 0 28 Apr 2025
Llama-3.1-FoundationAI-SecurityLLM-Base-8B Technical Report Paul Kassianik Baturay Saglam Alexander Chen Blaine Nelson Anu Vellore ... Hyrum Anderson Kojin Oshiba Omar Santos Yaron Singer Amin Karbasi PILM 66 1 0 28 Apr 2025
Learning Efficiency Meets Symmetry Breaking Yingbin Bai Sylvie Thiébaux Felipe Trevizan 32 0 0 28 Apr 2025
Image Interpolation with Score-based Riemannian Metrics of Diffusion Models Shinnosuke Saito Takashi Matsubara DiffM 82 1 0 28 Apr 2025
MERA: Multimodal and Multiscale Self-Explanatory Model with Considerably Reduced Annotation for Lung Nodule Diagnosis Jiahao Lu Chong Yin Silvia Ingala Kenny Erleben M. Nielsen S. Darkner 59 0 0 27 Apr 2025