Search results for "initialization"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Cheng Gong, Lie Meng Pang, Yang Nan 0001, Hisao Ishibuchi, Qingfu Zhang 0001	Effects of Initialization Methods on the Performance of Multi-Objective Evolutionary Algorithms.	SMC	2023	DBLP DOI BibTeX RDF
12	Jiaqi Yin, Cunxi Yu	Accelerating Exact Combinatorial Optimization via RL-based Initialization - A Case Study in Scheduling.	ICCAD	2023	DBLP DOI BibTeX RDF
12	Eric O. Scott, Kenneth A. De Jong	Initialization Matters for Asynchronous Steady-State Evolutionary Algorithms.	GECCO Companion	2023	DBLP DOI BibTeX RDF
12	Daehee Lee, Hyunseung Choo, Jongpil Jeong	Leak Detection and Classification of Water Pipeline Data Using LSTM Auto-Encoder with Xavier Initialization.	BCD	2023	DBLP DOI BibTeX RDF
12	Yijia He, Bo Xu 0022, Zhanpeng Ouyang, Hongdong Li	A Rotation-Translation-Decoupled Solution for Robust and Efficient Visual-Inertial Initialization.	CVPR	2023	DBLP DOI BibTeX RDF
12	José Pedro Iglesias, Amanda Nilsson, Carl Olsson	expOSE: Accurate Initialization-Free Projective Factorization using Exponential Regularization.	CVPR	2023	DBLP DOI BibTeX RDF
12	Ann-Christin Woerl, Jan Disselhoff, Michael Wand 0001	Initialization Noise in Image Gradients and Saliency Maps.	CVPR	2023	DBLP DOI BibTeX RDF
12	James Stewart, Umberto Michieli, Mete Ozay	Data-Free Model Pruning at Initialization via Expanders.	CVPR Workshops	2023	DBLP DOI BibTeX RDF
12	Haiping Wang 0004, Yuan Liu 0025, Zhen Dong 0005, Yulan Guo, Yu-Shen Liu, Wenping Wang, Bisheng Yang	Robust Multiview Point Cloud Registration with Reliable Pose Graph Initialization and History Reweighting.	CVPR	2023	DBLP DOI BibTeX RDF
12	Ibrahim Kajo, Yassine Ruichek, Nidal S. Kamel	History Based Incremental Singular Value Decomposition for Background Initialization and Foreground Segmentation.	CIARP	2023	DBLP DOI BibTeX RDF
12	Artur Jordão, George Corrêa de Araújo, Helena de Almeida Maia, Hélio Pedrini	When Layers Play the Lottery, all Tickets Win at Initialization.	ICCV (Workshops)	2023	DBLP DOI BibTeX RDF
12	Rohan Raju Dhanakshirur, K. N. Ajay Shastry, Kaustubh Borgavi, Ashish Suri, Prem Kumar Kalra, Chetan Arora 0001	Learnable Query Initialization for Surgical Instrument Instance Segmentation.	MICCAI (9)	2023	DBLP DOI BibTeX RDF
12	Konstantin Dobler, Gerard de Melo	FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models.	EMNLP	2023	DBLP DOI BibTeX RDF
12	Antoine Legouhy, Ross Callaghan, Hojjat Azadbakht, Hui Zhang	POLAFFINI: Efficient Feature-Based Polyaffine Initialization for Improved Non-linear Image Registration.	IPMI	2023	DBLP DOI BibTeX RDF
12	Darshil Doshi, Tianyu He, Andrey Gromov	Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications.	NeurIPS	2023	DBLP BibTeX RDF
12	Yan Sun, Li Shen, Dacheng Tao	Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization.	NeurIPS	2023	DBLP BibTeX RDF
12	Jiayuan Ye 0001, Zhenyu Zhu, Fanghui Liu 0001, Reza Shokri, Volkan Cevher	Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks.	NeurIPS	2023	DBLP BibTeX RDF
12	Hoang Pham, The-Anh Ta, Shiwei Liu, Lichuan Xiang, Dung Le, Hongkai Wen 0001, Long Tran-Thanh	Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?	NeurIPS	2023	DBLP BibTeX RDF
12	Amir Joudaki, Hadi Daneshmand, Francis R. Bach	On the impact of activation and normalization in obtaining isometric embeddings at initialization.	NeurIPS	2023	DBLP BibTeX RDF
12	Chenglin Fan, Ping Li 0001, Xiaoyun Li	k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy.	NeurIPS	2023	DBLP BibTeX RDF
12	Roey Magen, Ohad Shamir	Initialization-Dependent Sample Complexity of Linear Predictors and Neural Networks.	NeurIPS	2023	DBLP BibTeX RDF
12	Daesung Kim, Hye Won Chung	Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization.	NeurIPS	2023	DBLP BibTeX RDF
12	Junseok Hur, Jaekyung Im, Seokhyeong Kang	Placement Initialization via Community Detection.	ISOCC	2023	DBLP DOI BibTeX RDF
12	Weijie Luo, Zihao Liu, Guohao Dai, Ningyi Xu	History-Detr: Optimize Query Initialization Strategy by Using Historical Information and Kinematics.	MMAsia	2023	DBLP DOI BibTeX RDF
12	Dipam Goswami, René Schuster, Joost van de Weijer 0001, Didier Stricker	Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation.	WACV	2023	DBLP DOI BibTeX RDF
12	Jinze Zhang, Yanqiang Ding, Cheng Li, Wangpeng He, Dan Zhong	Sequential Seeding Initialization for SNIC Superpixels.	NCAA (1)	2023	DBLP DOI BibTeX RDF
12	Duc N. M. Hoang, Shiwei Liu, Radu Marculescu, Zhangyang Wang	Revisiting Pruning at Initialization Through the Lens of Ramanujan Graph.	ICLR	2023	DBLP BibTeX RDF
12	Xiaotian Han, Tong Zhao 0003, Yozen Liu, Xia Hu 0001, Neil Shah	MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization.	ICLR	2023	DBLP BibTeX RDF
12	Patrick Lutz, Ludovic Arnould, Claire Boyer, Erwan Scornet	Sparse tree-based Initialization for Neural Networks.	ICLR	2023	DBLP BibTeX RDF
12	Seyed Ali YaghoubNejad, Mohammad Taghi Manzuri	Exploring Efficient and Simple Initialization Strategies for Bayesian Optimization with SETUP-BO.	Tiny Papers @ ICLR	2023	DBLP BibTeX RDF
12	Filipe de Avila Belbute-Peres, J. Zico Kolter	Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth.	ICLR	2023	DBLP BibTeX RDF
12	John Nguyen, Jianyu Wang, Kshitiz Malik, Maziar Sanjabi, Michael G. Rabbat	Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning.	ICLR	2023	DBLP BibTeX RDF
12	Apivich Hemachandra, Zhongxiang Dai, Jasraj Singh, See-Kiong Ng, Bryan Kian Hsiang Low	Training-Free Neural Active Learning with Initialization-Robustness Guarantees.	ICML	2023	DBLP BibTeX RDF
12	Jiahang Li, Yakun Song, Xiang Song, David Wipf	On the Initialization of Graph Neural Networks.	ICML	2023	DBLP BibTeX RDF
12	Sameera Ramasinghe, Lachlan Ewen MacDonald, Moshiur R. Farazi, Hemanth Saratchandran, Simon Lucey	How much does Initialization Affect Generalization?	ICML	2023	DBLP BibTeX RDF
12	Hanna Tseran, Guido Montúfar	Expected Gradients of Maxout Networks and Consequences to Parameter Initialization.	ICML	2023	DBLP BibTeX RDF
12	Asher Trockman, J. Zico Kolter	Mimetic Initialization of Self-Attention Layers.	ICML	2023	DBLP BibTeX RDF
12	Shohei Taniguchi, Masahiro Suzuki, Yusuke Iwasawa, Yutaka Matsuo	End-to-end Training of Deep Boltzmann Machines by Unbiased Contrastive Divergence with Local Mode Initialization.	ICML	2023	DBLP BibTeX RDF
12	Jinyuan Zhang, Hisao Ishibuchi, Linjun He, Yang Nan 0001	Effects of Initialization Methods on the Performance of Surrogate-Based Multiobjective Evolutionary Algorithms.	SSCI	2023	DBLP DOI BibTeX RDF
12	Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, René Vidal	Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization.	AISTATS	2023	DBLP BibTeX RDF
12	James Thornton, Marco Cuturi	Rethinking Initialization of the Sinkhorn Algorithm.	AISTATS	2023	DBLP BibTeX RDF
12	Kun Yang, Mohammad Mohammadi Amiri, Sanjeev R. Kulkarni	Greedy Centroid Initialization for Federated K-means.	CISS	2023	DBLP DOI BibTeX RDF
12	Ning Gao, Bernard Hohmann, Gerhard Neumann	Enhancing Interpretable Object Abstraction via Clustering-based Slot Initialization.	BMVC	2023	DBLP BibTeX RDF
12	Shunpan Liang, Xirui Zhang, Yulei Hou	I-RAFT: Optical Flow Estimation Model Based on Multi-scale Initialization Strategy.	ICONIP (14)	2023	DBLP DOI BibTeX RDF
12	Xinpeng Hao, Shiyuan Tang, Heqian Qiu, Hefei Mei, Benliu Qiu, Jian Jiao, Chuanyang Gong, Hongliang Li 0001	PTCP: Alleviate Layer Collapse in Pruning at Initialization via Parameter Threshold Compensation and Preservation.	ICONIP (11)	2023	DBLP DOI BibTeX RDF
12	Saskia Bublitz	Initialization and reformulation strategies for improved solving of nonlinear algebraic equation systems tested on chemical process models.		2023	RDF
12	Hanna Tseran	Expected Complexity and Gradients of Deep Maxout Neural Networks and Implications to Parameter Initialization		2023	RDF
12	Mayra Margarita May-Vázquez, Fernando Israel Gómez-Castro, Edna Soraya Rawlings, Vicente Rico-Ramírez, Mario Alberto Rodríguez-Ángeles	Optimal control of a rate-based modelled batch distillation column: Initialization strategy.	Comput. Chem. Eng.	2022	DBLP DOI BibTeX RDF
12	Clement Blaudeau, Fengyun Liu	A conceptual framework for safe object initialization: a principled and mechanized soundness proof of the Celsius model.	Proc. ACM Program. Lang.	2022	DBLP DOI BibTeX RDF
12	Aaron Defazio, Léon Bottou	A scaling calculus for the design and initialization of ReLU networks.	Neural Comput. Appl.	2022	DBLP DOI BibTeX RDF
12	Xu Liu 0021, Xiaoya Zhang, Wei Peng, Weien Zhou, Wen Yao	A novel meta-learning initialization method for physics-informed neural networks.	Neural Comput. Appl.	2022	DBLP DOI BibTeX RDF
12	Jianli Zhao, Tianheng Zhang, Qiuxia Sun, Huan Huo, Maoguo Gong	A novel initialization method of fixed point continuation for recommendation systems.	Expert Syst. Appl.	2022	DBLP DOI BibTeX RDF
12	Erdem Köse, Ali Köksal Hocaoglu	Clustering with density based initialization and Bhattacharyya based merging.	Turkish J. Electr. Eng. Comput. Sci.	2022	DBLP DOI BibTeX RDF
12	Jiawei Zhao, Florian Schäfer, Anima Anandkumar	ZerO Initialization: Initializing Neural Networks with only Zeros and Ones.	Trans. Mach. Learn. Res.	2022	DBLP BibTeX RDF
12	Carlo Baldassi	Systematically and efficiently improving $k$-means initialization by pairwise-nearest-neighbor smoothing.	Trans. Mach. Learn. Res.	2022	DBLP BibTeX RDF
12	Zhaojun Zhang, Rui Lu, Minglong Zhao, Shengyang Luan, Ming Bu	Robot path planning based on genetic algorithm with hybrid initialization method.	J. Intell. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
12	Gawalee Phatai, Sirapat Chiewchanwattana, Khamron Sunat	Initialization of smooth adaptive neural network weights with a cultural algorithm for SET index prediction.	J. Intell. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
12	Davide Sapienza, Giorgia Franchini, Elena Govi, Marko Bertogna, Marco Prato	Deep Image Prior for medical image denoising, a study about parameter initialization.	Frontiers Appl. Math. Stat.	2022	DBLP DOI BibTeX RDF
12	Yanwu Zhai, Haibo Feng, Yili Fu	A progressive online external parameter calibration and initialization method for stereo-IMU system.	Ind. Robot	2022	DBLP DOI BibTeX RDF
12	Wenxing Lan, Ziyuan Ye, Peijun Ruan, Jialin Liu 0001, Peng Yang 0008, Xin Yao 0001	Region-Focused Memetic Algorithms With Smart Initialization for Real-World Large-Scale Waste Collection Problems.	IEEE Trans. Evol. Comput.	2022	DBLP DOI BibTeX RDF
12	Junlin Ou, Seong Hyeon Hong, Paul Ziehl, Yi Wang 0070	GPU-based Global Path Planning Using Genetic Algorithm with Near Corner Initialization.	J. Intell. Robotic Syst.	2022	DBLP DOI BibTeX RDF
12	Tan Nghia Duong, Nguyen Nam Doan, Truong Giang Do, Tran Manh Hoang, Duc Minh Nguyen, Quang Hieu Dang	Utilizing Half Convolutional Autoencoder to Generate User and Item Vectors for Initialization in Matrix Factorization.	Future Internet	2022	DBLP DOI BibTeX RDF
12	Kaiqi Liu, Jiangbin Yuan, Wenhe Yan, Chaozhong Yang, Wei Guo, Shifeng Li, Yu Hua	A Shrink-Branch-Bound Algorithm for eLoran Pseudorange Positioning Initialization.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
12	Meilin Li, Huanxin Zou, Xianxiang Qin, Zhen Dong, Li Sun 0009, Juan Wei	Efficient Superpixel Generation for Polarimetric SAR Images with Cross-Iteration and Hexagonal Initialization.	Remote. Sens.	2022	DBLP DOI BibTeX RDF
12	Kamlesh Kumar Pandey, Diwakar Shukla	Min-max kurtosis stratum mean: An improved K-means cluster initialization approach for microarray gene clustering on multidimensional big data.	Concurr. Comput. Pract. Exp.	2022	DBLP DOI BibTeX RDF
12	Jeffrey O. Agushaka, Absalom E. Ezugwu	Influence of probability distribution initialization methods on the performance of advanced arithmetic optimization algorithm with application to unrelated parallel machine scheduling problem.	Concurr. Comput. Pract. Exp.	2022	DBLP DOI BibTeX RDF
12	Shengkai Zhang, Wei Wang 0050, Ning Zhang, Tao Jiang 0002	LoRa Backscatter Assisted State Estimator for Micro Aerial Vehicles With Online Initialization.	IEEE Trans. Mob. Comput.	2022	DBLP DOI BibTeX RDF
12	Hong Zhang, Yang Li, Hanqing Yang 0002, Bin He, Yu Zhang 0018	Isomorphic model-based initialization for convolutional neural networks.	J. Vis. Commun. Image Represent.	2022	DBLP DOI BibTeX RDF
12	Carlo Mari, Cristiano Baldassari	Unsupervised expectation-maximization algorithm initialization for mixture models: A complex network-driven approach for modeling financial time series.	Inf. Sci.	2022	DBLP DOI BibTeX RDF
12	Muhammad Arif 0009, Jianer Chen, Guojun Wang 0001, Hafiz Tayyab Rauf	Cognitive population initialization for swarm intelligence and evolutionary computing.	J. Ambient Intell. Humaniz. Comput.	2022	DBLP DOI BibTeX RDF
12	Shwetha N, Manoj Priyatham, Gangadhar N	Adaptive Channel Equalization Using Seagull Optimization with Various Initialization Strategies.	J. Commun.	2022	DBLP DOI BibTeX RDF
12	Maximilian Krämer, Torsten Bertram	Improving Local Trajectory Optimization by Enhanced Initialization and Global Guidance.	IEEE Access	2022	DBLP DOI BibTeX RDF
12	Junjun Zhang, Minzhu Xie	NNDSVD-GRMF: A Graph Dual Regularization Matrix Factorization Method Using Non-Negative Initialization for Predicting Drug-Target Interactions.	IEEE Access	2022	DBLP DOI BibTeX RDF
12	Lin He, Lijun Peng, Lile He	An Ordered Aggregation-Based Ensemble Selection Method of Lightweight Deep Neural Networks With Random Initialization.	IEEE Access	2022	DBLP DOI BibTeX RDF
12	Nur Lyana Shahfiqa Albashah, Helmi Md Rais	Population Initialization Factor in Binary Multi-Objective Grey Wolf Optimization for Features Selection.	IEEE Access	2022	DBLP DOI BibTeX RDF
12	V. Anirudh Puligandla, Sven Loncaric	A Supervoxel Segmentation Method With Adaptive Centroid Initialization for Point Clouds.	IEEE Access	2022	DBLP DOI BibTeX RDF
12	Peng Zhang, Wenfen Liu	3FO: The Three-Frame-Only Approach for Fast and Accurate Monocular SLAM Initialization.	IEEE Access	2022	DBLP DOI BibTeX RDF
12	Simon Harris, Renato Cordeiro de Amorim	An Extensive Empirical Comparison of k-means Initialization Algorithms.	IEEE Access	2022	DBLP DOI BibTeX RDF
12	Alexander Bohlender, Lucas Van Severen, Jonathan Sterckx, Nilesh Madhu	DOA-guided source separation with direction-based initialization and time annotations using complex angular central Gaussian mixture models.	EURASIP J. Audio Speech Music. Process.	2022	DBLP DOI BibTeX RDF
12	Johannes Schneider 0002	Correlated Initialization for Correlated Data.	Neural Process. Lett.	2022	DBLP DOI BibTeX RDF
12	Qipin Chen, Wenrui Hao, Juncai He	A weight initialization based on the linear product structure for neural networks.	Appl. Math. Comput.	2022	DBLP DOI BibTeX RDF
12	Kaipeng Ji, Peng Zhao, Xiaowei Zhou, Yuhong Chen, Zhengyang Dong, Jianguo Zheng, Jianzhong Fu, Huamin Zhou	Uniform Initialization in Response Space for PSO and its Applications.	Appl. Math. Comput.	2022	DBLP DOI BibTeX RDF
12	Aounallah Naceur	Efficient Initialization for the Adaptive LMS Beamforming Algorithm.	Int. J. Appl. Evol. Comput.	2022	DBLP DOI BibTeX RDF
12	Tiziano Guadagnino, Luca Di Giammarino, Giorgio Grisetti	HiPE: Hierarchical Initialization for Pose Graphs.	IEEE Robotics Autom. Lett.	2022	DBLP DOI BibTeX RDF
12	Zhenzhong Cao, Yunzhou Zhang, Rui Tian, Rong Ma, Xinggang Hu, Sonya Coleman, Dermot Kerr	Object-Aware SLAM Based on Efficient Quadric Initialization and Joint Data Association.	IEEE Robotics Autom. Lett.	2022	DBLP DOI BibTeX RDF
12	Justin Sahs, Ryan Pyle, Aneel Damaraju, Josue Ortega Caro, Onur Tavaslioglu, Andy Lu, Fabio Anselmi, Ankit B. Patel	Shallow Univariate ReLU Networks as Splines: Initialization, Loss Surface, Hessian, and Gradient Flow Dynamics.	Frontiers Artif. Intell.	2022	DBLP DOI BibTeX RDF
12	Julian Rossbroich, Julia Gygax, Friedemann Zenke	Fluctuation-driven initialization for spiking neural network training.	Neuromorph. Comput. Eng.	2022	DBLP DOI BibTeX RDF
12	Jeffrey O. Agushaka, Absalom E. Ezugwu	Evaluation of several initialization methods on arithmetic optimization algorithm performance.	J. Intell. Syst.	2022	DBLP DOI BibTeX RDF
12	Meenal V. Narkhede, Prashant P. Bartakke, Mukul S. Sutaone	A review on weight initialization strategies for neural networks.	Artif. Intell. Rev.	2022	DBLP DOI BibTeX RDF
12	Priyanka Kumari, Sudip Kumar Sahana	Heuristic Initialization Based Modified ACO (HIMACO) Mimicking Ant Safety Features for Multicast Routing and its Parameter Tuning.	Microprocess. Microsystems	2022	DBLP DOI BibTeX RDF
12	Gang Chen 0014, Zhijun Guo	Initialization-Free Distributed Fixed-Time Convergent Algorithms for Optimal Resource Allocation.	IEEE Trans. Syst. Man Cybern. Syst.	2022	DBLP DOI BibTeX RDF
12	Erik Schultheis, Rohit Babbar	Speeding-up one-versus-all training for extreme classification via mean-separating initialization.	Mach. Learn.	2022	DBLP DOI BibTeX RDF
12	Jiali Xi, Qin Zhou, Xinzhe Li, Shibao Zheng	Momentum source-proxy guided initialization for unsupervised domain adaptive person re-identification.	Neurocomputing	2022	DBLP DOI BibTeX RDF
12	Jingjing Liu, Yefeng Liu, Qichun Zhang	A weight initialization method based on neural network with asymmetric activation function.	Neurocomputing	2022	DBLP DOI BibTeX RDF
12	María Luque-Rodriguez, José Molina-Baena, Alfonso Jiménez-Vílchez, Antonio Arauzo-Azofra	Initialization of Feature Selection Search for Classification.	J. Artif. Intell. Res.	2022	DBLP DOI BibTeX RDF
12	Onkar Thorat, Siddharth Salvi, Shrey Dedhia, Chetashri Bhadane, Deepika Dongre	Domain adaptation and weight initialization of neural networks for diagnosing interstitial lung diseases.	Int. J. Imaging Syst. Technol.	2022	DBLP DOI BibTeX RDF
12	Seema A. Alsaidy, Amenah D. Abbood, Mouayad A. Sahib	Heuristic initialization of PSO task scheduling algorithm in cloud computing.	J. King Saud Univ. Comput. Inf. Sci.	2022	DBLP DOI BibTeX RDF
12	Ivan Castillo Camacho, Kai Wang 0002	Convolutional neural network initialization approaches for image manipulation detection.	Digit. Signal Process.	2022	DBLP DOI BibTeX RDF
12	Huibin Zhang, Liping Feng, Xiaohua Zhang, Yuchi Yang, Jing Li	Necessary conditions for convergence of CNNs and initialization of convolution kernels.	Digit. Signal Process.	2022	DBLP DOI BibTeX RDF
12	Matthew T. Jackson, Shreshth A. Malik, Michael T. Matthews, Yousuf Mohamed-Ahmed	Multi-Modal Fusion by Meta-Initialization.	CoRR	2022	DBLP DOI BibTeX RDF