Search results for "initialization"

Hits ?▲	Authors	Title	Venue	Year	Link
12	Tianle Yang	Neural Networks with Different Initialization Methods for Depression Detection.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mariia Seleznova, Gitta Kutyniok	Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization.	CoRR	2022	DBLP BibTeX RDF
12	Jianhao Ma, Salar Fattahi	Global Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization.	CoRR	2022	DBLP BibTeX RDF
12	Shihao Han, Feiyang Deng, Tao Li, Hailong Pei	Tightly Coupled Optimization-based GPS-Visual-Inertial Odometry with Online Calibration and Initialization.	CoRR	2022	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.	CoRR	2022	DBLP DOI BibTeX RDF
12	Kevin J. Doherty 0001, David M. Rosen, John J. Leonard	Performance Guarantees for Spectral Initialization in Rotation Averaging and Pose-Graph SLAM.	CoRR	2022	DBLP BibTeX RDF
12	Daesung Kim, Hye Won Chung	Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	James Thornton, Marco Cuturi	Rethinking Initialization of the Sinkhorn Algorithm.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yibo Yang, Hong Wang, Haobo Yuan, Zhouchen Lin	Towards Theoretically Inspired Neural Initialization Optimization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Prakash Chourasia, Sarwan Ali, Murray Patterson	Informative Initialization and Kernel Selection Improves t-SNE for Biological Sequences.	CoRR	2022	DBLP DOI BibTeX RDF
12	Alexander Munteanu, Simon Omlor, Zhao Song 0002, David P. Woodruff	Bounding the Width of Neural Networks via Coupled Initialization - A Worst Case Analysis.	CoRR	2022	DBLP DOI BibTeX RDF
12	John Nguyen, Kshitiz Malik, Maziar Sanjabi, Michael G. Rabbat	Where to Begin? Exploring the Impact of Pre-Training and Initialization in Federated Learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Atish Agarwala, Samuel S. Schoenholz	Deep equilibrium networks are sensitive to initialization statistics.	CoRR	2022	DBLP DOI BibTeX RDF
12	Sadia Khanam, Mohammad Reza Chalak Qazani, Subrota Kumar Mondal, Hussain Mohammed Dipu Kabir, Abadhan Saumya Sabyasachi, Houshyar Asadi, Keshav Kumar, Farzin Tabarsinezhad, Shady M. K. Mohamed, Abbas Khosravi, Saeid Nahavandi	CoV-TI-Net: Transferred Initialization with Modified End Layer for COVID-19 Diagnosis.	CoRR	2022	DBLP DOI BibTeX RDF
12	Chenglin Fan, Ping Li 0001, Xiaoyun Li	k-Median Clustering via Metric Embedding: Towards Better Initialization with Differential Privacy.	CoRR	2022	DBLP DOI BibTeX RDF
12	Zhenyu Zhu, Fanghui Liu 0001, Grigorios G. Chrysos, Volkan Cevher	Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization).	CoRR	2022	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.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yaohui Cai, Weizhe Hua, Hongzheng Chen, G. Edward Suh, Christopher De Sa, Zhiru Zhang	Structured Pruning is All You Need for Pruning CNNs at Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Christoph Böddeker, Tobias Cord-Landwehr, Thilo von Neumann, Reinhold Haeb-Umbach	An Initialization Scheme for Meeting Separation with Spatial Mixture Models.	CoRR	2022	DBLP DOI BibTeX RDF
12	Amitoz Azad	Learning Label Initialization for Time-Dependent Harmonic Extension.	CoRR	2022	DBLP DOI BibTeX RDF
12	Da Ren, Qing Li 0001	A Representation Modeling Based Language GAN with Completely Random Initialization.	CoRR	2022	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.	CoRR	2022	DBLP DOI BibTeX RDF
12	Sebastiano Chiodini, Marco Pertile, Pierdomenico Fracchiolla, Andrea Valmorbida, Enrico C. Lorenzini, Stefano Debei	Experimental Evaluation of Pose Initialization Methods for Relative Navigation Between Non-Cooperative Satellites.	CoRR	2022	DBLP DOI BibTeX RDF
12	Benjamin Dees, Susama Agarwala, Corey Lowman	Eigenvalues of Autoencoders in Training and at Initialization.	CoRR	2022	DBLP BibTeX RDF
12	Max Bolderman, Mircea Lazar, Hans Butler	On feedforward control using physics-guided neural networks: Training cost regularization and optimized initialization.	CoRR	2022	DBLP BibTeX RDF
12	Yukun Huang, Kun Qian 0016, Zhou Yu	Learning a Better Initialization for Soft Prompts via Meta-Learning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Patrick Lutz, Ludovic Arnould, Claire Boyer, Erwan Scornet	Sparse tree-based initialization for neural networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang 0001, Kangwook Lee 0001, Dimitris S. Papailiopoulos	Rare Gems: Finding Lottery Tickets at Initialization.	CoRR	2022	DBLP BibTeX RDF
12	Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal	Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients.	CoRR	2022	DBLP BibTeX RDF
12	Alexander E. Siemenn, Zekun Ren, Qianxiao Li, Tonio Buonassisi	Fast Bayesian Optimization of Needle-in-a-Haystack Problems using Zooming Memory-Based Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Albert Gu, Ankit Gupta 0001, Karan Goel, Christopher Ré	On the Parameterization and Initialization of Diagonal State Space Models.	CoRR	2022	DBLP DOI BibTeX RDF
12		Random Initialization Solves Shapley's Fictitious Play Counterexample.	CoRR	2022	DBLP DOI BibTeX RDF
12	Changtong Zan, Liang Ding 0006, Li Shen 0008, Yu Cao, Weifeng Liu 0001, Dacheng Tao	On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation.	CoRR	2022	DBLP DOI BibTeX RDF
12	Alexander Kolpakov, Michael Werman	An approach to robust ICP initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jiafeng Wang, Zhaoyu Chen, Kaixun Jiang, Dingkang Yang, Lingyi Hong, Yan Wang, Wenqiang Zhang	Boosting the Transferability of Adversarial Attacks with Global Momentum Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Xiaotian Han, Tong Zhao 0003, Yozen Liu, Xia Hu 0001, Neil Shah	MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Xiaoming Zhao 0001, Zhizhen Zhao, Alexander G. Schwing	Initialization and Alignment for Adversarial Texture Optimization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yinan Yang 0001, Ying Ji 0003, Yu Wang 0018, Heng Qi, Jien Kato	One-shot Network Pruning at Initialization with Discriminative Image Patches.	CoRR	2022	DBLP DOI BibTeX RDF
12	Bing Han, Zhongyang Xiao, Shuai Huang, Tao Zhang	Multi-layer VI-GNSS Global Positioning Framework with Numerical Solution aided MAP Initialization.	CoRR	2022	DBLP BibTeX RDF
12	Kangyu Weng, Aohua Cheng, Ziyang Zhang, Pei Sun, Yang Tian	Statistical Physics of Deep Neural Networks: Initialization toward Optimal Channels.	CoRR	2022	DBLP DOI BibTeX RDF
12	Carlo Baldassi	Systematically improving existing k-means initialization algorithms at nearly no cost, by pairwise-nearest-neighbor smoothing.	CoRR	2022	DBLP BibTeX RDF
12	Leonardo F. S. Scabini, Bernard De Baets, Odemir M. Bruno	Improving Deep Neural Network Random Initialization Through Neuronal Rewiring.	CoRR	2022	DBLP DOI BibTeX RDF
12	Maham Haroon	What to Prune and What Not to Prune at Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Xiaojun Jia, Yong Zhang 0034, Xingxing Wei, Baoyuan Wu, Ke Ma 0001, Jue Wang 0001, Xiaochun Cao	Prior-Guided Adversarial Initialization for Fast Adversarial Training.	CoRR	2022	DBLP DOI BibTeX RDF
12	Tong Bu, Jianhao Ding, Zhaofei Yu, Tiejun Huang 0001	Optimized Potential Initialization for Low-latency Spiking Neural Networks.	CoRR	2022	DBLP BibTeX RDF
12	Ahmed Ali Abbasi, Abiy Tasissa, Shuchin Aeron	Alternating minimization algorithm with initialization analysis for r-local and k-sparse unlabeled sensing.	CoRR	2022	DBLP DOI BibTeX RDF
12	Julian Rossbroich, Julia Gygax, Friedemann Zenke	Fluctuation-driven initialization for spiking neural network training.	CoRR	2022	DBLP DOI BibTeX RDF
12	Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu	When Does Re-initialization Work?	CoRR	2022	DBLP DOI BibTeX RDF
12	Yunwen Zhou, Abhishek Kar, Eric Turner, Adarsh Kowdle, Chao X. Guo, Ryan C. DuToit, Konstantine Tsotsos	Learned Monocular Depth Priors in Visual-Inertial Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Fangcheng Zhu, Yunfan Ren, Fu Zhang	Robust and Online LiDAR-inertial Initialization.	CoRR	2022	DBLP BibTeX RDF
12	Haolin Pan, Yong Guo, Qinyi Deng, Haomin Yang, Yiqun Chen, Jian Chen 0011	Improving Fine-tuning of Self-supervised Models with Contrastive Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Kalana Abeywardena, Shechem Sumanthiran, Sanoojan Baliah, Nadarasar Bahavan, Nalith Udugampola, Ajith A. Pasqual, Chamira U. S. Edussooriya, Ranga Rodrigo	Dynamic Template Initialization for Part-Aware Person Re-ID.	CoRR	2022	DBLP DOI BibTeX RDF
12	Dennis Rieber, Moritz Reiber, Oliver Bringmann 0001, Holger Fröning	HW-Aware Initialization of DNN Auto-Tuning to Improve Exploration Time and Robustness.	CoRR	2022	DBLP DOI BibTeX RDF
12	Sam Ganzfried	Fictitious Play with Maximin Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Jyothimon Chandran, Madhuviswanatham Vankadara	An effective and efficient label initialization method based on similarity for community detection in networks.	CoRR	2022	DBLP BibTeX RDF
12	Mufan (Bill) Li, Mihai Nica, Daniel M. Roy 0001	The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization.	CoRR	2022	DBLP DOI BibTeX RDF
12	Yunzheng Zhu, Ruchao Fan, Abeer Alwan	Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition.	CoRR	2022	DBLP BibTeX RDF
12	Tiziano Guadagnino, Luca Di Giammarino, Giorgio Grisetti	HiPE: Hierarchical Initialization for Pose Graphs.	CoRR	2022	DBLP DOI 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.	CoRR	2022	DBLP DOI BibTeX RDF
12	Filipe de Avila Belbute-Peres, J. Zico Kolter	Simple initialization and parametrization of sinusoidal networks via their kernel bandwidth.	CoRR	2022	DBLP DOI BibTeX RDF
12	Espen Haugsdal, Erlend Aune, Massimiliano Ruocco	Persistence Initialization: A novel adaptation of the Transformer architecture for Time Series Forecasting.	CoRR	2022	DBLP DOI BibTeX RDF
12	Mohamed A. Bahloul, Zehor Belkhatir, Taous-Meriem Laleg-Kirati	Contribution to the initialization of linear non-commensurate fractional-order systems for the joint estimation of parameters and fractional differentiation orders.	CoRR	2022	DBLP DOI BibTeX RDF
12	Tianyu He, Darshil Doshi, Andrey Gromov	AutoInit: Automatic Initialization via Jacobian Tuning.	CoRR	2022	DBLP DOI BibTeX RDF
12	Vsevolod Nikulin, Jun Tani	Initialization of Latent Space Coordinates via Random Linear Projections for Learning Robotic Sensory-Motor Sequences.	CoRR	2022	DBLP BibTeX RDF
12	Yu Pan 0005, Zeyong Su, Ao Liu, Jingquan Wang, Nannan Li 0001, Zenglin Xu	A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks.	CoRR	2022	DBLP DOI BibTeX RDF
12	Abhishek Kumar 0010, Partha P. Biswas, Ponnuthurai N. Suganthan	Differential evolution with orthogonal array-based initialization and a novel selection strategy.	Swarm Evol. Comput.	2022	DBLP DOI BibTeX RDF
12	Yu Xue 0003, Xu Cai, Ferrante Neri	A multi-objective evolutionary algorithm with interval based initialization and self-adaptive crossover operator for large-scale feature selection in classification.	Appl. Soft Comput.	2022	DBLP DOI BibTeX RDF
12	Taiheng Liu, Zhaoshui He	DLIR: a deep learning-based initialization recommendation algorithm for trust-aware recommendation.	Appl. Intell.	2022	DBLP DOI BibTeX RDF
12	Huy Tang, Jaehong Lee	Adaptive initialization LSHADE algorithm enhanced with gradient-based repair for real-world constrained optimization.	Knowl. Based Syst.	2022	DBLP DOI BibTeX RDF
12	Greg Harrington, Fady Alajaji, Bahman Gharesifard	Initialization and Curing Policies for Pólya Contagion Networks.	SIAM J. Control. Optim.	2022	DBLP DOI BibTeX RDF
12	Sooyoung Jang, Hyung-Il Kim	Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning.	Sensors	2022	DBLP DOI BibTeX RDF
12	Min Zhong 0002, Yiqing Yao, Xiaosu Xu 0001, Hongyu Wei	A Robust Parallel Initialization Method for Monocular Visual-Inertial SLAM.	Sensors	2022	DBLP DOI BibTeX RDF
12	Vsevolod Nikulin, Jun Tani	Initialization of latent space coordinates via random linear projections for learning robotic sensory-motor sequences.	Frontiers Neurorobotics	2022	DBLP DOI BibTeX RDF
12	Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj	Feedforward neural networks initialization based on discriminant learning.	Neural Networks	2022	DBLP DOI BibTeX RDF
12	Jan Schüngel, Benjamin Stuch, Claudia Fohry, Rüdiger Schaldach	Effects of initialization of a global land-use model on simulated land change and loss of natural vegetation.	Environ. Model. Softw.	2022	DBLP DOI BibTeX RDF
12	Jerry Hsu, Nghia Truong, Cem Yuksel, Kui Wu 0003	A general two-stage initialization for sag-free deformable simulations.	ACM Trans. Graph.	2022	DBLP DOI BibTeX RDF
12	Xiaojun Jia, Yong Zhang 0034, Baoyuan Wu, Jue Wang 0001, Xiaochun Cao	Boosting Fast Adversarial Training With Learnable Adversarial Initialization.	IEEE Trans. Image Process.	2022	DBLP DOI BibTeX RDF
12	Fukang Liu, Willi Meier, Santanu Sarkar 0001, Gaoli Wang, Ryoma Ito 0001, Takanori Isobe 0001	New Cryptanalysis of ZUC-256 Initialization Using Modular Differences.	IACR Trans. Symmetric Cryptol.	2022	DBLP DOI BibTeX RDF
12	Mira Kim, Youngjo Min, Jiwon Kim, Seungryong Kim	Meta-Learned Initialization For 3D Human Recovery.	ICIP	2022	DBLP DOI BibTeX RDF
12	André Pereira Nogueira, José António Gaspar	Sensors Calibration and Filter Initialization in Visual Inertial Odometry.	ICARSC	2022	DBLP DOI BibTeX RDF
12	Kevin J. Doherty 0001, David M. Rosen, John J. Leonard	Performance Guarantees for Spectral Initialization in Rotation Averaging and Pose-Graph SLAM.	ICRA	2022	DBLP DOI BibTeX RDF
12	Hong Liu 0008, Junyin Qiu, Weibo Huang	Integrating Point and Line Features for Visual-Inertial Initialization.	ICRA	2022	DBLP DOI BibTeX RDF
12	Christoph Böddeker, Tobias Cord-Landwehr, Thilo von Neumann, Reinhold Haeb-Umbach	An Initialization Scheme for Meeting Separation with Spatial Mixture Models.	INTERSPEECH	2022	DBLP DOI BibTeX RDF
12	Jaeuk Lee, Joon-Hyuk Chang	One-Shot Speaker Adaptation Based on Initialization by Generative Adversarial Networks for TTS.	INTERSPEECH	2022	DBLP DOI BibTeX RDF
12	Stephanie Häger, Annkristin Lange, Stefan Heldmann, Jan Modersitzki, Andreas Petersik, Manuel Schröder, Heiko Gottschling, Thomas Lieth, Erich Zähringer, Jan Hendrik Moltz	Robust Intensity-based Initialization for 2D-3D Pelvis Registration (RobIn).	Bildverarbeitung für die Medizin	2022	DBLP DOI BibTeX RDF
12	Fangcheng Zhu, Yunfan Ren, Fu Zhang	Robust Real-time LiDAR-inertial Initialization.	IROS	2022	DBLP DOI BibTeX RDF
12	Jeroen Willems, Kerem Eryilmaz, Denis Steckelmacher, Bruno Depraetere, Rian Beck, Abdellatif Bey-Temsamani, Jan Helsen, Ann Nowé	Fast Initialization of Control Parameters using Supervised Learning on Data from Similar Assets.	CCTA	2022	DBLP DOI BibTeX RDF
12	Kanza Rogeany, Chenyu Huang, Allah Rakhio Junejo, Zhuoming Li	A Weight Initialization Method for Compressed Video Action Recognition in Compressed Domain.	AIPR	2022	DBLP DOI BibTeX RDF
12	Mingrui Liu, Francesco Orabona	On the Initialization for Convex-Concave Min-max Problems.	ALT	2022	DBLP BibTeX RDF
12	Mohamed A. Bahloul, Zehor Belkhatir, Taous-Meriem Laleg-Kirati	Initialization of fractional order systems for the joint estimation of parameters and fractional differentiation orders.	ACC	2022	DBLP DOI BibTeX RDF
12	Taewan Kim, Purnanand Elango, Danylo Malyuta, Behçet Açikmese	Guided Policy Search using Sequential Convex Programming for Initialization of Trajectory Optimization Algorithms.	ACC	2022	DBLP DOI BibTeX RDF
12	Jennifer C. Shih, Akshara Rai, Laurent El Ghaoui	Learning-based Initialization Strategy for Safety of Multi-Vehicle Systems.	ACC	2022	DBLP DOI BibTeX RDF
12	Jake Millhiser, Pulak Sarangi, Piya Pal	Initialization-Free Implicit-Focusing (IF2) for Wideband Direction-of-Arrival Estimation.	ICASSP	2022	DBLP DOI BibTeX RDF
12	Amrutha Varshini Ramesh, Mojtaba Soltanalian	Deep Initialization for Guaranteed Unimodular Quadratic Programming.	ICASSP	2022	DBLP DOI BibTeX RDF
12	Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori	Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy.	ICASSP	2022	DBLP DOI BibTeX RDF
12	Yunzheng Zhu, Ruchao Fan, Abeer Alwan	Towards Better Meta-Initialization with Task Augmentation for Kindergarten-Aged Speech Recognition.	ICASSP	2022	DBLP DOI BibTeX RDF
12	Yongsung Park, Florian Meyer, Peter Gerstoft	Learning-Aided Initialization for Variational Bayesian DOA Estimation.	ICASSP	2022	DBLP DOI BibTeX RDF
12	Max Bolderman, Mircea Lazar, Hans Butler	On feedforward control using physics-guided neural networks: Training cost regularization and optimized initialization.	ECC	2022	DBLP DOI BibTeX RDF
12	Tatiana Pleshkova, Vladimir Stanovov	Hybrid Fuzzy Classification Algorithm with Modifed Initialization and Crossover.	IJCCI	2022	DBLP DOI BibTeX RDF
12	Benjamin Minixhofer, Fabian Paischer, Navid Rekabsaz	WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.	NAACL-HLT	2022	DBLP DOI BibTeX RDF