Search results for "initialization"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Artur Jordão, George Corrêa de Araújo, Helena de Almeida Maia, Hélio Pedrini	When Layers Play the Lottery, all Tickets Win at Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Minheng Chen, Zhirun Zhang, Shuheng Gu, Youyong Kong	Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Registration.	CoRR	2023	DBLP DOI BibTeX RDF
12	Fanghui Song, Jiebao Sun, Shengzhu Shi, Zhichang Guo, Dazhi Zhang	Re-initialization-free Level Set Method via Molecular Beam Epitaxy Equation Regularization for Image Segmentation.	CoRR	2023	DBLP DOI BibTeX RDF
12	Sebastian Mair 0001, Jens Sjölund	Archetypal Analysis++: Rethinking the Initialization Strategy.	CoRR	2023	DBLP DOI BibTeX RDF
12	Soroosh Tayebi Arasteh, Leo Misera, Jakob Nikolas Kather, Daniel Truhn, Sven Nebelung	Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images.	CoRR	2023	DBLP DOI BibTeX RDF
12	Andong Hua, Jindong Gu, Zhiyu Xue, Nicholas Carlini, Eric Wong, Yao Qin 0001	Initialization Matters for Adversarial Transfer Learning.	CoRR	2023	DBLP DOI BibTeX RDF
12	Theodor Westny, Arman Mohammadi, Daniel Jung 0002, Erik Frisk	Stability-Informed Initialization of Neural Ordinary Differential Equations.	CoRR	2023	DBLP DOI BibTeX RDF
12	François Remy, Simone Scaboro, Beatrice Portelli	Boosting Adverse Drug Event Normalization on Social Media: General-Purpose Model Initialization and Biomedical Semantic Text Similarity Benefit Zero-Shot Linking in Informal Contexts.	CoRR	2023	DBLP DOI BibTeX RDF
12	Ming Li, Guang Yang	Where to Begin? From Random to Foundation Model Instructed Initialization in Federated Learning for Medical Image Segmentation.	CoRR	2023	DBLP DOI 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.	CoRR	2023	DBLP DOI BibTeX RDF
12	Mathijs R. van Geerenstein, Felicia Ruppel, Klaus Dietmayer, Dariu M. Gavrila	Multimodal Object Query Initialization for 3D Object Detection.	CoRR	2023	DBLP DOI BibTeX RDF
12	Hyunwoo Lee, Yunho Kim, Seungyeop Yang, Hayoung Choi	Improved weight initialization for deep and narrow feedforward neural network.	CoRR	2023	DBLP DOI BibTeX RDF
12	Yan Sun, Li Shen 0008, Dacheng Tao	Understanding How Consistency Works in Federated Learning via Stage-wise Relaxed Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Takeshi Koshizuka, Masahiro Fujisawa, Yusuke Tanaka, Issei Sato	Initialization Bias of Fourier Neural Operator: Revisiting the Edge of Chaos.	CoRR	2023	DBLP DOI BibTeX RDF
12	Jiaqi Yin, Cunxi Yu	Accelerating Exact Combinatorial Optimization via RL-based Initialization - A Case Study in Scheduling.	CoRR	2023	DBLP DOI BibTeX RDF
12	Kang Liu, Jipeng Qiang	Sentence Simplification Using Paraphrase Corpus for Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Wolfgang Fuhl	An Initialization Schema for Neuronal Networks on Tabular Data.	CoRR	2023	DBLP DOI BibTeX RDF
12	Hongrui Chen, Aditya Joglekar, Levent Burak Kara	Topology Optimization using Neural Networks with Conditioning Field Initialization for Improved Efficiency.	CoRR	2023	DBLP DOI BibTeX RDF
12	Wyatt Bridgman, Reese E. Jones, Mohammad Khalil	Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations.	CoRR	2023	DBLP DOI BibTeX RDF
12	Cheolhyoung Lee, Kyunghyun Cho	Unsupervised Learning of Initialization in Deep Neural Networks via Maximum Mean Discrepancy.	CoRR	2023	DBLP DOI BibTeX RDF
12	Konstantin Dobler, Gerard de Melo	FOCUS: Effective Embedding Initialization for Specializing Pretrained Multilingual Models on a Single Language.	CoRR	2023	DBLP DOI BibTeX RDF
12	Davood Wadi, Marc Fredette, Sylvain Senecal	Read the Signs: Towards Invariance to Gradient Descent's Hyperparameter Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Weihan Wang, Jiani Li, Yuhang Ming 0001, Philippos Mordohai	EDI: ESKF-based Disjoint Initialization for Visual-Inertial SLAM Systems.	CoRR	2023	DBLP DOI BibTeX RDF
12	Abhishek Goudar, Frederike Dümbgen, Timothy D. Barfoot, Angela P. Schoellig	Optimal Initialization Strategies for Range-Only Trajectory Estimation.	CoRR	2023	DBLP DOI BibTeX RDF
12	Gen Li 0005, Wei Fan, Yuting Wei	Approximate message passing from random initialization with applications to ℤ2 synchronization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Faheem Hussayn, Shahid M. Shah	Parametric entropy based Cluster Centriod Initialization for k-means clustering of various Image datasets.	CoRR	2023	DBLP DOI BibTeX RDF
12	Hancheng Min, René Vidal, Enrique Mallada	Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka	Random Projection Forest Initialization for Graph Convolutional Networks.	CoRR	2023	DBLP DOI BibTeX RDF
12	Ning Gao, Bernard Hohmann, Gerhard Neumann	Enhancing Interpretable Object Abstraction via Clustering-based Slot Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Giulio Delama, Farhad Shamsfakhr, Stephan Weiss 0002, Daniele Fontanelli, Alessandro Fornasier	UVIO: An UWB-Aided Visual-Inertial Odometry Framework with Bias-Compensated Anchors Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Noga Bar, Raja Giryes	Pruning at Initialization - A Sketching Perspective.	CoRR	2023	DBLP DOI BibTeX RDF
12	Amir Joudaki, Hadi Daneshmand, Francis R. Bach	On the impact of activation and normalization in obtaining isometric embeddings at initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	François Remy, Pieter Delobelle, Bettina Berendt, Kris Demuynck, Thomas Demeester	Tik-to-Tok: Translating Language Models One Token at a Time: An Embedding Initialization Strategy for Efficient Language Adaptation.	CoRR	2023	DBLP DOI 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.	CoRR	2023	DBLP DOI BibTeX RDF
12	Sebastian Neumayer, Lénaïc Chizat, Michael Unser	On the Effect of Initialization: The Scaling Path of 2-Layer Neural Networks.	CoRR	2023	DBLP DOI BibTeX RDF
12	Cameron Jakub, Mihai Nica	Depth Degeneracy in Neural Networks: Vanishing Angles in Fully Connected ReLU Networks on Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Nuoya Xiong, Lijun Ding, Simon S. Du	How Over-Parameterization Slows Down Gradient Descent in Matrix Sensing: The Curses of Symmetry and Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Alejandro Mata Ali, Iñigo Pérez Delgado, Marina Ristol Roura, Aitor Moreno-Fernandez-de-Leceta	Efficient Finite Initialization for Tensorized Neural Networks.	CoRR	2023	DBLP DOI BibTeX RDF
12	Daniel Campos, Alexandre Marques, Mark Kurtz, ChengXiang Zhai	oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes.	CoRR	2023	DBLP DOI BibTeX RDF
12	Sivaramakrishnan Rajaraman, Ghada Zamzmi, Feng Yang, Zhaohui Liang, Zhiyun Xue, Sameer K. Antani	Uncovering the effects of model initialization on deep model generalization: A study with adult and pediatric Chest X-ray images.	CoRR	2023	DBLP DOI BibTeX RDF
12	Feiping Nie 0001, Jitao Lu, Danyang Wu, Rong Wang 0001, Xuelong Li 0001	A Novel Normalized-Cut Solver with Nearest Neighbor Hierarchical Initialization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Mohammad Samragh, Mehrdad Farajtabar, Sachin Mehta, Raviteja Vemulapalli, Fartash Faghri, Devang Naik, Oncel Tuzel, Mohammad Rastegari	Weight subcloning: direct initialization of transformers using larger pretrained ones.	CoRR	2023	DBLP DOI BibTeX RDF
12	Harel Biggie, Andrew Beathard, Christoffer Heckman	BO-ICP: Initialization of Iterative Closest Point Based on Bayesian Optimization.	CoRR	2023	DBLP DOI BibTeX RDF
12	Mudit Verma, Subbarao Kambhampati	Data Driven Reward Initialization for Preference based Reinforcement Learning.	CoRR	2023	DBLP DOI BibTeX RDF
12	Marina Gul, M. Abdul Rehman	Big data: an optimized approach for cluster initialization.	J. Big Data	2023	DBLP DOI BibTeX RDF
12	Tomás Horváth, Rafael G. Mantovani, André C. P. L. F. de Carvalho	Hyper-parameter initialization of classification algorithms using dynamic time warping: A perspective on PCA meta-features.	Appl. Soft Comput.	2023	DBLP DOI BibTeX RDF
12	Alexander Kolpakov, Michael Werman	An Approach to Robust ICP Initialization.	IEEE Trans. Pattern Anal. Mach. Intell.	2023	DBLP DOI BibTeX RDF
12	Chao Tan, Huan Zhao, Han Ding 0001	Statistical initialization of intrinsic K-means clustering on homogeneous manifolds.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
12	Espen Haugsdal, Erlend Aune, Massimiliano Ruocco	Persistence Initialization: a novel adaptation of the Transformer architecture for time series forecasting.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
12	Erik Cuevas, Héctor Escobar, Ram Sarkar, Heba F. Eid	A new population initialization approach based on Metropolis-Hastings (MH) method.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
12	Xuanming Guo, Jiao Hu, Helong Yu, Mingjing Wang, Bo Yang	A new population initialization of metaheuristic algorithms based on hybrid fuzzy rough set for high-dimensional gene data feature selection.	Comput. Biol. Medicine	2023	DBLP DOI BibTeX RDF
12	Soumia Mehimeh, Xianglong Tang, Wei Zhao	Value function optimistic initialization with uncertainty and confidence awareness in lifelong reinforcement learning.	Knowl. Based Syst.	2023	DBLP DOI BibTeX RDF
12	Xinkai Yang, Luhan Zhen, Zhanshan Li	Binary golden eagle optimizer combined with initialization of feature number subspace for feature selection.	Knowl. Based Syst.	2023	DBLP DOI BibTeX RDF
12	Shalu Singh, Dinesh Singh	A Bio-inspired VM Migration using Re-initialization and Decomposition Based-Whale Optimization.	ICT Express	2023	DBLP DOI BibTeX RDF
12	Junlin Ou, Seong Hyeon Hong, Ge Song, Yi Wang 0070	Hybrid path planning based on adaptive visibility graph initialization and edge computing for mobile robots.	Eng. Appl. Artif. Intell.	2023	DBLP DOI BibTeX RDF
12	Christoph Dobraunig, Bart Mennink	Generalized Initialization of the Duplex Construction.	IACR Cryptol. ePrint Arch.	2023	DBLP BibTeX RDF
12	Yuqing Guo, Danya Yao, Bai Li 0002, Haichuan Gao, Li Li 0013	Down-Sized Initialization for Optimization-Based Unstructured Trajectory Planning by Only Optimizing Critical Variables.	IEEE Trans. Intell. Veh.	2023	DBLP DOI BibTeX RDF
12	Tianlun Gu, Jianwei Zhang, Yanli Liu	Accurate Monocular SLAM Initialization via Structural Line Tracking.	Sensors	2023	DBLP DOI BibTeX RDF
12	Wenjun Zhou, Yuheng Deng, Bo Peng, Sheng Xiang, Shun'ichi Kaneko	Co-occurrence spatial-temporal model for adaptive background initialization in high-dynamic complex scenes.	Signal Process. Image Commun.	2023	DBLP DOI BibTeX RDF
12	Jipeng Qiang, Feng Zhang, Yun Li 0010, Yunhao Yuan, Yi Zhu 0006, Xindong Wu 0001	Unsupervised statistical text simplification using pre-trained language modeling for initialization.	Frontiers Comput. Sci.	2023	DBLP DOI BibTeX RDF
12	Souhail Maazioui, Imad Kissami, Fayssal Benkhaldoun, Driss Ouazar	Numerical Study of Viscoplastic Flows Using a Multigrid Initialization Algorithm.	Algorithms	2023	DBLP DOI BibTeX RDF
12	Huaifei Hu, Ning Pan, Alejandro F. Frangi	Fully Automatic initialization and segmentation of left and right ventricles for large-scale cardiac MRI using a deeply supervised network and 3D-ASM.	Comput. Methods Programs Biomed.	2023	DBLP DOI BibTeX RDF
12	Ingeborg de Pater, Mihaela Mitici	A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers.	Neural Networks	2023	DBLP DOI BibTeX RDF
12	Riccardo Poli, Ahmet Yilmaz	Incorrect Application of Yilmaz-Poli (2022) Initialisation Method in dePater-Mitici 2023 paper entitled "A mathematical framework for improved weight initialization of neural networks using Lagrange multipliers".	Neural Networks	2023	DBLP DOI BibTeX RDF
12	Haolin Pan, Yong Guo, Qinyi Deng, Haomin Yang, Jian Chen 0011, Yiqun Chen	Improving fine-tuning of self-supervised models with Contrastive Initialization.	Neural Networks	2023	DBLP DOI BibTeX RDF
12	Sajad Fathi Hafshejani, Zahra Moaberfard	Initialization for non-negative matrix factorization: a comprehensive review.	Int. J. Data Sci. Anal.	2023	DBLP DOI BibTeX RDF
12	Jerry Hsu, Tongtong Wang, Zherong Pan, Xifeng Gao, Cem Yuksel, Kui Wu 0003	Sag-Free Initialization for Strand-Based Hybrid Hair Simulation.	ACM Trans. Graph.	2023	DBLP DOI BibTeX RDF
12	Yinyan Zhang, Shuai Li 0002, Guanggang Geng	Initialization-Based k-Winners-Take-All Neural Network Model Using Modified Gradient Descent.	IEEE Trans. Neural Networks Learn. Syst.	2023	DBLP DOI BibTeX RDF
12	Peter Steiner, Azarakhsh Jalalvand, Peter Birkholz	Cluster-Based Input Weight Initialization for Echo State Networks.	IEEE Trans. Neural Networks Learn. Syst.	2023	DBLP DOI BibTeX RDF
12	Donghun Yang, Kien Mai Ngoc, Iksoo Shin, Myunggwon Hwang	DPReLU: Dynamic Parametric Rectified Linear Unit and Its Proper Weight Initialization Method.	Int. J. Comput. Intell. Syst.	2023	DBLP DOI BibTeX RDF
12	Carl Doersch, Yi Yang 0007, Mel Vecerík, Dilara Gokay, Ankush Gupta 0001, Yusuf Aytar, João Carreira, Andrew Zisserman	TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement.	ICCV	2023	DBLP DOI BibTeX RDF
12	Yukun Huang, Kun Qian, Zhou Yu	Learning a Better Initialization for Soft Prompts via Meta-Learning.	IJCNLP (2)	2023	DBLP DOI BibTeX RDF
12	Daniel Campos, Alexandre Marques, Mark Kurtz, ChengXiang Zhai	oBERTa: Improving Sparse Transfer Learning via improved initialization, distillation, and pruning regimes.	SustaiNLP	2023	DBLP DOI BibTeX RDF
12	Minsung Yoon, Mincheul Kang, Daehyung Park, Sung-Eui Yoon	Learning-based Initialization of Trajectory Optimization for Path-following Problems of Redundant Manipulators.	ICRA	2023	DBLP DOI BibTeX RDF
12	Alan Papalia, Joseph Morales, Kevin J. Doherty 0001, David M. Rosen, John J. Leonard	SCORE: A Second-Order Conic Initialization for Range-Aided SLAM.	ICRA	2023	DBLP DOI BibTeX RDF
12	Zhaoxin Fan, Zhenbo Song, Hongyan Liu 0002, Jun He 0008	GIDP: Learning a Good Initialization and Inducing Descriptor Post-enhancing for Large-scale Place Recognition.	ICRA	2023	DBLP DOI BibTeX RDF
12	Harel Biggie, Andrew Beathard, Christoffer Heckman	BO-ICP: Initialization of Iterative Closest Point Based on Bayesian Optimization.	ICRA	2023	DBLP DOI BibTeX RDF
12	Shenhan Jia, Rong Xiong, Yue Wang 0020	Distributed Initialization for Visual-Inertial-Ranging Odometry with Position-Unknown UWB Network.	ICRA	2023	DBLP DOI BibTeX RDF
12	Jiamin Shi, Tangyike Zhang, Junxiang Zhan, Shitao Chen, Jingmin Xin, Nanning Zheng 0001	Efficient Lane-changing Behavior Planning via Reinforcement Learning with Imitation Learning Initialization.	IV	2023	DBLP DOI BibTeX RDF
12	Rooholla Khorrambakht, Hamed Damirchi, M. R. Dindarloo, A. Saki, S. A. Khalilpour, Hamid D. Taghirad, Stephan Weiss 0002	Graph-Based Visual-Kinematic Fusion and Monte Carlo Initialization for Fast-Deployable Cable-Driven Robots.	IROS	2023	DBLP DOI BibTeX RDF
12	Giulio Delama, Farhad Shamsfakhr, Stephan Weiss 0002, Daniele Fontanelli, Alessandro Fomasier	UVIO: An UWB-Aided Visual-Inertial Odometry Framework with Bias-Compensated Anchors Initialization.	IROS	2023	DBLP DOI BibTeX RDF
12	Weihan Wang, Jiani Li, Yuhang Ming 0001, Philippos Mordohai	EDI: ESKF-based Disjoint Initialization for Visual-Inertial SLAM Systems.	IROS	2023	DBLP DOI BibTeX RDF
12	Andrea Pupa, Paolo Robuffo Giordano, Cristian Secchi	Optimal Energy Tank Initialization for Minimum Sensitivity to Model Uncertainties.	IROS	2023	DBLP DOI BibTeX RDF
12	Wei-Ping Huang, Sung-Feng Huang, Hung-Yi Lee	Maximizing Data Efficiency for Cross-Lingual TTS Adaptation by Self-Supervised Representation Mixing and Embedding Initialization.	ASRU	2023	DBLP DOI BibTeX RDF
12	Arindam Banerjee, Pedro Cisneros-Velarde, Libin Zhu, Mikhail Belkin	Neural tangent kernel at initialization: linear width suffices.	UAI	2023	DBLP BibTeX RDF
12	Yi-Hsin Li, Mårten Sjöström, Sebastian Knorr, Thomas Sikora	Segmentation-based Initialization for Steered Mixture of Experts.	VCIP	2023	DBLP DOI BibTeX RDF
12	Thi Diem Tran, Huu Han Hoang	Training SNNs Low Latency Utilizing Batch Normalization Through Time and Iterative Initialization Retraining.	ICAIIC	2023	DBLP DOI BibTeX RDF
12	Li Yanxing, Jichang Chen, Xueping Zhu, Huang Ying	Dynamic Parameter Initialization and Optimization for Vehicular Image Recognition via Meta-Learning and Model Pruning.	ICISCAE	2023	DBLP DOI BibTeX RDF
12	Xiasheng Shi, Chaoxu Mu, Changyin Sun, Lu Ren, Yanxu Su	Initialization-Free Distributed Constrained Optimization Algorithms with a Pre-Specified Time.	CDC	2023	DBLP DOI BibTeX RDF
12	Bernadet Klein Wassink, Zhiming Zhao	Increasing Robustness of Blockchain Peer-to-Peer Networks with Alternative Peer Initialization.	CloudCom	2023	DBLP DOI BibTeX RDF
12	Nathaniel W. Merrill, Patrick Geneva, Saimouli Katragadda, Chuchu Chen, Guoquan Huang 0001	Fast Monocular Visual-Inertial Initialization Leveraging Learned Single-View Depth.	Robotics: Science and Systems	2023	DBLP DOI BibTeX RDF
12	Timo Hagenbucher, Sasa Milojevic, Michael Grill, André Casal Kulzer	Initialization of LSTM Networks for Data-Driven Modeling Based on Real-Driving Data.	ICAC	2023	DBLP DOI BibTeX RDF
12	Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Justin Yang	Improved Clustering Using Nice Initialization.	GLOBECOM	2023	DBLP DOI BibTeX RDF
12	Davide del Giudice, Federico Bizzarri, Daniele Linaro, Angelo Maurizio Brambilla	Initialization of modular multilevel converters based on the shooting method.	ICECS	2023	DBLP DOI BibTeX RDF
12	Benjamas Tulyanitikul, Praphan Klompon, Patchanok Srisuradetchai	Efficient Initialization of the Correlation Matrix in NORTA Using Quasi-Monte Carlo and Updating Techniques.	TENCON	2023	DBLP DOI BibTeX RDF
12	Pengwen Chen, Chung-Kuan Cheng, Albert Chern, Chester Holtz, Aoxi Li, Yucheng Wang	Placement Initialization via Sequential Subspace Optimization with Sphere Constraints.	ISPD	2023	DBLP DOI BibTeX RDF
12	Juan Manuel Copia, Facundo Molina, Nazareno Aguirre, Marcelo F. Frias, Alessandra Gorla, Pablo Ponzio	Precise Lazy Initialization for Programs with Complex Heap Inputs.	ISSRE	2023	DBLP DOI BibTeX RDF
12	Garrett Bingham, Risto Miikkulainen	AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks.	AAAI	2023	DBLP DOI BibTeX RDF
12	Krystian Lapa	Multi-population-based Algorithms with Different Migration Topologies and Their Improvement by Population Re-initialization.	ICAISC (1)	2023	DBLP DOI BibTeX RDF
12	Xueyi Wu, Chunxian Gao, Hui Liu	Speech Separation for Multi-speaker Scenarios Based on Tensor Factorization Initialization.	ICSPCC	2023	DBLP DOI BibTeX RDF