Search results for "generalization"

Hits ?▲	Authors	Title	Venue	Year	Link
8	Weilin Cong, Jian Kang, Hanghang Tong, Mehrdad Mahdavi	On the Generalization Capability of Temporal Graph Learning Algorithms: Theoretical Insights and a Simpler Method.	CoRR	2024	DBLP DOI BibTeX RDF
8	Christopher Liao, Theodoros Tsiligkaridis, Brian Kulis	A Data Centric Approach for Unsupervised Domain Generalization via Retrieval from Web Scale Multimodal Data.	CoRR	2024	DBLP DOI BibTeX RDF
8	Ezequiel Alvarez, Leandro Da Rold, Manuel Szewc, Alejandro Szynkman, Santiago A. Tanco, Tatiana Tarutina	Improvement and generalization of ABCD method with Bayesian inference.	CoRR	2024	DBLP DOI BibTeX RDF
8	Tao Li, Qinghua Tao, Weihao Yan, Zehao Lei, Yingwen Wu, Kun Fang 0004, Mingzhen He, Xiaolin Huang	Revisiting Random Weight Perturbation for Efficiently Improving Generalization.	CoRR	2024	DBLP DOI BibTeX RDF
8	Irina Saparina, Mirella Lapata	Improving Generalization in Semantic Parsing by Increasing Natural Language Variation.	CoRR	2024	DBLP DOI BibTeX RDF
8	Adithya Bhaskar, Dan Friedman, Danqi Chen 0001	The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yumeng Yang, Ashley Gilliam, Ethan B. Ludmir, Kirk Roberts	Exploring the Generalization of Cancer Clinical Trial Eligibility Classifiers Across Diseases.	CoRR	2024	DBLP DOI BibTeX RDF
8	Zewen Chen, Haina Qin, Juan Wang, Chunfeng Yuan, Bing Li 0001, Weiming Hu, Liang Wang 0001	PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts.	CoRR	2024	DBLP DOI BibTeX RDF
8	Pengfei Ding, Yan Wang, Guanfeng Liu 0001, Nan Wang	Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs.	CoRR	2024	DBLP DOI BibTeX RDF
8	Idan Attias, Gintare Karolina Dziugaite, Mahdi Haghifam, Roi Livni, Daniel M. Roy 0001	Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization.	CoRR	2024	DBLP DOI BibTeX RDF
8	Eric Yang Yu, Christopher Liao, Sathvik Ravi, Theodoros Tsiligkaridis, Brian Kulis	Image-Caption Encoding for Improving Zero-Shot Generalization.	CoRR	2024	DBLP DOI BibTeX RDF
8	Benjamin Dupuis, Umut Simsekli	Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equation.	CoRR	2024	DBLP DOI BibTeX RDF
8	Prasanna Vijayaraghavan, Jeffrey Frederic Queißer, Sergio Verduzco Flores, Jun Tani	Development of Compositionality and Generalization through Interactive Learning of Language and Action of Robots.	CoRR	2024	DBLP DOI BibTeX RDF
8	Hanhui Wang, Huaize Ye, Yi Xia, Xueyan Zhang	Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation.	CoRR	2024	DBLP DOI BibTeX RDF
8	Giorgio Franceschelli, Mirco Musolesi	Do Agents Dream of Electric Sheep?: Improving Generalization in Reinforcement Learning through Generative Learning.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yang Yang, Wenhai Wang, Zhe Chen, Jifeng Dai, Liang Zheng	Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments.	CoRR	2024	DBLP DOI BibTeX RDF
8	Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato 0001, Fabrizio Falchi	Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yong Yi Bay, Kathleen A. Yearick	Machine Learning vs Deep Learning: The Generalization Problem.	CoRR	2024	DBLP DOI BibTeX RDF
8	Xuxi Chen, Zhendong Wang, Daouda Sow, Junjie Yang, Tianlong Chen, Yingbin Liang, Mingyuan Zhou, Zhangyang Wang	Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization.	CoRR	2024	DBLP DOI BibTeX RDF
8	Mircea Petrache, Shubhendu Trivedi	Position Paper: Generalized grammar rules and structure-based generalization beyond classical equivariance for lexical tasks and transduction.	CoRR	2024	DBLP DOI BibTeX RDF
8	Linan Yue, Qi Liu, Ye Liu, Weibo Gao, Fangzhou Yao, Wenfeng Li	Cooperative Classification and Rationalization for Graph Generalization.	CoRR	2024	DBLP DOI BibTeX RDF
8	Nishant Jain, Arun S. Suggala, Pradeep Shenoy	Improving Generalization via Meta-Learning on Hard Samples.	CoRR	2024	DBLP DOI BibTeX RDF
8	Kai Guo, Hongzhi Wen, Wei Jin 0009, Yaming Guo, Jiliang Tang, Yi Chang 0001	Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective.	CoRR	2024	DBLP DOI BibTeX RDF
8	Firas Laakom, Yuheng Bu, Moncef Gabbouj	Class-wise Generalization Error: an Information-Theoretic Analysis.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yang Wang, Ya-Hui Jia, Wei-Neng Chen, Yi Mei 0001	Distance-aware Attention Reshaping: Enhance Generalization of Neural Solver for Large-scale Vehicle Routing Problems.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yuejiang Liu, Alexandre Alahi	Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts.	CoRR	2024	DBLP DOI BibTeX RDF
8	Borja Rodríguez Gálvez, Omar Rivasplata, Ragnar Thobaben, Mikael Skoglund	A note on generalization bounds for losses with finite moments.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yunlong Tang 0004, Yuxuan Wan, Lei Qi, Xin Geng	DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization.	CoRR	2024	DBLP DOI BibTeX RDF
8	Ge Chen, Junjie Qin	Neural Risk Limiting Dispatch in Power Networks: Formulation and Generalization Guarantees.	CoRR	2024	DBLP DOI BibTeX RDF
8	Binghui Xie, Yongqiang Chen, Jiaqi Wang, Kaiwen Zhou, Bo Han 0003, Wei Meng, James Cheng	Enhancing Evolving Domain Generalization through Dynamic Latent Representations.	CoRR	2024	DBLP DOI BibTeX RDF
8	Jianyuan Guo, Hanting Chen, Chengcheng Wang, Kai Han 0002, Chang Xu, Yunhe Wang 0001	Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models.	CoRR	2024	DBLP DOI BibTeX RDF
8	Shanshan Feng, Haoming Lyu, Caishun Chen, Yew-Soon Ong	Where to Move Next: Zero-shot Generalization of LLMs for Next POI Recommendation.	CoRR	2024	DBLP DOI BibTeX RDF
8	Deng Li, Aming Wu, Yaowei Wang 0001, Yahong Han	Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization.	CoRR	2024	DBLP DOI BibTeX RDF
8	Lei Yang, Xinyu Zhang, Jun Li, Li Wang, Chuang Zhang, Li Ju, Zhiwei Li, Yang Shen	Towards Scenario Generalization for Vision-based Roadside 3D Object Detection.	CoRR	2024	DBLP DOI BibTeX RDF
8	Reza Abbasi, Mohammad Samiei, Mohammad Hossein Rohban, Mahdieh Soleymani Baghshah	Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yi Zhang, Ce Zhang 0009, Ke Yu, Yushun Tang, Zhihai He	Concept-Guided Prompt Learning for Generalization in Vision-Language Models.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yinuo Ren, Chao Ma 0012, Lexing Ying	Understanding the Generalization Benefits of Late Learning Rate Decay.	CoRR	2024	DBLP DOI BibTeX RDF
8	Matan Schliserman, Uri Sherman, Tomer Koren	The Dimension Strikes Back with Gradients: Generalization of Gradient Methods in Stochastic Convex Optimization.	CoRR	2024	DBLP DOI BibTeX RDF
8	Feng Hou, Jin Yuan, Ying Yang, Yang Liu, Yang Zhang, Cheng Zhong, Zhongchao Shi, Jianping Fan 0007, Yong Rui, Zhiqiang He 0002	DomainVerse: A Benchmark Towards Real-World Distribution Shifts For Tuning-Free Adaptive Domain Generalization.	CoRR	2024	DBLP DOI BibTeX RDF
8	Jinze Zhao, Peihao Wang, Zhangyang Wang	Generalization Error Analysis for Sparse Mixture-of-Experts: A Preliminary Study.	CoRR	2024	DBLP DOI BibTeX RDF
8	Javier Romero 0003, Torsten Schaub, Klaus Strauch	On the generalization of learned constraints for ASP solving in temporal domains.	CoRR	2024	DBLP DOI BibTeX RDF
8	Nicholas Konz, Maciej A. Mazurowski	The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images.	CoRR	2024	DBLP DOI BibTeX RDF
8	Fan Wu 0006, Jinling Gao, Lanqing Hong, Xinbing Wang, Chenghu Zhou, Nanyang Ye 0001	G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection.	CoRR	2024	DBLP DOI BibTeX RDF
8	Elaine Sui, Xiaohan Wang, Serena Yeung-Levy	Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models.	CoRR	2024	DBLP DOI BibTeX RDF
8	Saba Aslam, Hafsa Aslam, Arslan Manzoor, Chen Hui, Abdur Rasool	AntiPhishStack: LSTM-based Stacked Generalization Model for Optimized Phishing URL Detection.	CoRR	2024	DBLP DOI BibTeX RDF
8	George Eskandar, Chongzhe Zhang, Abhishek Kaushik 0004, Karim Guirguis, Mohamed Sayed, Bin Yang	An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yuyang Sun, Panagiotis Kosmas	Meta-forests: Domain generalization on random forests with meta-learning.	CoRR	2024	DBLP DOI BibTeX RDF
8	Xingxuan Zhang, Jiansheng Li, Wenjing Chu, Junjia Hai, Renzhe Xu, Yuqing Yang, Shikai Guan, Jiazheng Xu, Peng Cui 0001	On the Out-Of-Distribution Generalization of Multimodal Large Language Models.	CoRR	2024	DBLP DOI BibTeX RDF
8	Son Nguyen Van, Hoai Nguyen Xuan	Learning Generalization and Regularization of Nonhomogeneous Temporal Poisson Processes.	CoRR	2024	DBLP DOI BibTeX RDF
8	Kandan Ramakrishnan, R. James Cotton, Xaq Pitkow, Andreas S. Tolias	Generalization properties of contrastive world models.	CoRR	2024	DBLP DOI BibTeX RDF
8	Hao-Ting Pai, Yu-Hsuan Kang, Wen-Cheng Chung	An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques.	CoRR	2024	DBLP DOI BibTeX RDF
8	Ezgi Korkmaz	A Survey Analyzing Generalization in Deep Reinforcement Learning.	CoRR	2024	DBLP DOI BibTeX RDF
8	Changnan Xiao, Bing Liu 0001	A Theory for Length Generalization in Learning to Reason.	CoRR	2024	DBLP DOI BibTeX RDF
8	Yahong Yang, Juncai He	Deeper or Wider: A Perspective from Optimal Generalization Error with Sobolev Loss.	CoRR	2024	DBLP DOI BibTeX RDF
8	Zhiqing Sun, Longhui Yu, Yikang Shen, Weiyang Liu, Yiming Yang, Sean Welleck, Chuang Gan	Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision.	CoRR	2024	DBLP DOI BibTeX RDF
8	Zeren Chen, Zhelun Shi, Xiaoya Lu, Lehan He, Sucheng Qian, Haoshu Fang, Zhenfei Yin, Wanli Ouyang, Jing Shao, Yu Qiao, Cewu Lu, Lu Sheng	RH20T-P: A Primitive-Level Robotic Dataset Towards Composable Generalization Agents.	CoRR	2024	DBLP DOI BibTeX RDF
8	Chao Zhao, Weiming Shen 0001	Imbalanced domain generalization via Semantic-Discriminative augmentation for intelligent fault diagnosis.	Adv. Eng. Informatics	2024	DBLP DOI BibTeX RDF
8	Mohammed Alabbad, Neerja Mhaskar, Ridha Khédri	Two formal design solutions for the generalization of network segmentation.	J. Netw. Comput. Appl.	2024	DBLP DOI BibTeX RDF
8	Yan Chen, Qiuling Tang, Hua Ma	Multi-source adaptive meta-learning framework for domain generalization person re-identification.	Soft Comput.	2024	DBLP DOI BibTeX RDF
8	Amin Ghodousian, Babak Sepehri Rad, Oveys Ghodousian	A non-linear generalization of optimization problems subjected to continuous max-t-norm fuzzy relational inequalities.	Soft Comput.	2024	DBLP DOI BibTeX RDF
8	Hu Zhao, Yu-Jie Zhao	Notes on "Generalization of LM-filters: sum, subspace, product, quotient and stratification" Soft Computing 27(2023) 809-819.	Soft Comput.	2024	DBLP DOI BibTeX RDF
8	Benjamín R. C. Bedregal, Claudilene Gomes da Costa, Eduardo Silva Palmeira, Edmundo Mansilla, B. L. L. Bedregal	A generalization of the Moore and Yang integral and interval probability density functions.	Int. J. Gen. Syst.	2024	DBLP DOI BibTeX RDF
8	Fahimeh Khosh-Ahang Ghasr	On a generalization of Roman domination with more legions.	Discret. Math. Algorithms Appl.	2024	DBLP DOI BibTeX RDF
8	Xie-Hang Yu, Zhiyuan Wang, Pavel Kos	Hierarchical generalization of dual unitarity.	Quantum	2024	DBLP DOI BibTeX RDF
8	Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama	Interpretable Compositional Representations for Robust Few-Shot Generalization.	IEEE Trans. Pattern Anal. Mach. Intell.	2024	DBLP DOI BibTeX RDF
8	Xi Peng 0005, Fengchun Qiao, Long Zhao 0003	Out-of-Domain Generalization From a Single Source: An Uncertainty Quantification Approach.	IEEE Trans. Pattern Anal. Mach. Intell.	2024	DBLP DOI BibTeX RDF
8	Bing Wang, Peipei Geng, Tianxu Li, Ying Yang, Xuedong Tian, Guochun Zhang, Xin Zhang	A deep model towards accurate boundary location and strong generalization for medical image segmentation.	Biomed. Signal Process. Control.	2024	DBLP DOI BibTeX RDF
8	Wanru Peng, Houjin Chen, Yanfeng Li 0001, Jia Sun	Multi-source domain generalization peron re-identification with knowledge accumulation and distribution enhancement.	Appl. Intell.	2024	DBLP DOI BibTeX RDF
8	Ziping Wang, Xiaohang Zhang, Zhengren Li, Fei Chen	Domain generalization based on domain-specific adversarial learning.	Appl. Intell.	2024	DBLP DOI BibTeX RDF
8	Chuang Wang, Ze Lin, Biao Liu, Chupeng Su, Gang Chen, Longhan Xie	Task attention-based multimodal fusion and curriculum residual learning for context generalization in robotic assembly.	Appl. Intell.	2024	DBLP DOI BibTeX RDF
8	Khrystyna Faryna, Jeroen van der Laak, Geert Litjens 0001	Automatic data augmentation to improve generalization of deep learning in H&E stained histopathology.	Comput. Biol. Medicine	2024	DBLP DOI BibTeX RDF
8	Yuankun Xie, Haonan Cheng, Yutian Wang, Long Ye	Domain Generalization via Aggregation and Separation for Audio Deepfake Detection.	IEEE Trans. Inf. Forensics Secur.	2024	DBLP DOI BibTeX RDF
8	Tianyi Zheng, Bo Li 0115, Shuang Wu 0001, Ben Wan, Guodong Mu, Shice Liu, Shouhong Ding, Jia Wang	MFAE: Masked Frequency Autoencoders for Domain Generalization Face Anti-Spoofing.	IEEE Trans. Inf. Forensics Secur.	2024	DBLP DOI BibTeX RDF
8	Baijuan Shi, Can Kizilates	A new generalization of the Frank matrix and its some properties.	Comput. Appl. Math.	2024	DBLP DOI BibTeX RDF
8	May Mahmoud, Robert J. Walker, Jörg Denzinger	API usage templates via structural generalization.	J. Syst. Softw.	2024	DBLP DOI BibTeX RDF
8	Zhibo Wang, Jiayu Guo, Haiqiang Zhang, Ru Wan, Junping Zhang, Jian Pu	Bridging the Gap: Improving Domain Generalization in Trajectory Prediction.	IEEE Trans. Intell. Veh.	2024	DBLP DOI BibTeX RDF
8	Joshua N. Cooper, Gabrielle Tauscheck	A generalization of the Graham-Pollak tree theorem to Steiner distance.	Discret. Math.	2024	DBLP DOI BibTeX RDF
8	Ronen Wdowinski	On an f-coloring generalization of linear arboricity of multigraphs.	Discret. Math.	2024	DBLP DOI BibTeX RDF
8	Patrick Hompe, Zishen Qu, Sophie Spirkl	Improved bounds for the triangle case of Aharoni's rainbow generalization of the Caccetta-Häggkvist conjecture.	Discret. Math.	2024	DBLP DOI BibTeX RDF
8	Alisher Aikyn, Yang Liu 0277, Dmitry A. Lyakhov, Florian Rist, Helmut Pottmann, Dominik L. Michels	Flexible Kokotsakis Meshes with Skew Faces: Generalization of the Orthodiagonal Involutive Type.	Comput. Aided Des.	2024	DBLP DOI BibTeX RDF
8	Zhiqian Jiang, Yu Zhang, Yong Wang, Jinlong Li, Xiaorong Gao	FR-PatchCore: An Industrial Anomaly Detection Method for Improving Generalization.	Sensors	2024	DBLP DOI BibTeX RDF
8	M. Teresa S. Ribeiro, Filipe Conceição, Matheus M. Pacheco	Proficiency Barrier in Track and Field: Adaptation and Generalization Processes.	Sensors	2024	DBLP DOI BibTeX RDF
8	Antonios Papadakis, Evaggelos Spyrou	A Multi-Modal Egocentric Activity Recognition Approach towards Video Domain Generalization.	Sensors	2024	DBLP DOI BibTeX RDF
8	Vanilson Fula, Plinio Moreno	Wrist-Based Fall Detection: Towards Generalization across Datasets.	Sensors	2024	DBLP DOI BibTeX RDF
8	Jiyao Wang, Hao Lu 0009, Ange Wang, Yingcong Chen, Dengbo He	Hierarchical Style-Aware Domain Generalization for Remote Physiological Measurement.	IEEE J. Biomed. Health Informatics	2024	DBLP DOI BibTeX RDF
8	Xinhui Yu, Dan Wang 0011, Martin J. McKeown, Z. Jane Wang 0001	Contrastive-Enhanced Domain Generalization With Federated Learning.	IEEE Trans. Artif. Intell.	2024	DBLP DOI BibTeX RDF
8	Qirui Hua, Martin H. Nielsen, Zeliang An, Jian Ren, Rafal Wisniewski, SØren Vedding Kold, Ole Rahbek, Ming Shen 0001	Lab to Multiscene Generalization for Non-Line-of-Sight Identification With Small-Scale Datasets.	IEEE Trans. Artif. Intell.	2024	DBLP DOI BibTeX RDF
8	Uwe Ehrenstein	Generalization to differential-algebraic equations of Lyapunov-Schmidt type reduction at Hopf bifurcations.	Commun. Nonlinear Sci. Numer. Simul.	2024	DBLP DOI BibTeX RDF
8	Vasily E. Tarasov	Generalization of Noether Theorem and action principle for non-Lagrangian theories.	Commun. Nonlinear Sci. Numer. Simul.	2024	DBLP DOI BibTeX RDF
8	Yan Song 0007, Peng Liu	Federated domain generalization for intelligent fault diagnosis based on pseudo-siamese network and robust global model aggregation.	Int. J. Mach. Learn. Cybern.	2024	DBLP DOI BibTeX RDF
8	Xiaoli He, Lin Zhao, Yanhong She	On generalization reducts in incomplete multi-scale decision tables.	Int. J. Mach. Learn. Cybern.	2024	DBLP DOI BibTeX RDF
8	Anastasia V. Kisil	A Generalization of the Wiener-Hopf Method for an Equation in Two Variables with Three Unknown Functions.	SIAM J. Appl. Math.	2024	DBLP DOI BibTeX RDF
8	Yuyang Zhao, Zhun Zhong, Na Zhao 0004, Nicu Sebe, Gim Hee Lee	Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization.	Int. J. Comput. Vis.	2024	DBLP DOI BibTeX RDF
8	Kaiyang Zhou, Yongxin Yang, Yu Qiao 0001, Tao Xiang 0002	MixStyle Neural Networks for Domain Generalization and Adaptation.	Int. J. Comput. Vis.	2024	DBLP DOI BibTeX RDF
8	Yumeng Li, Dan Zhang 0003, Margret Keuper, Anna Khoreva	Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization.	Int. J. Comput. Vis.	2024	DBLP DOI BibTeX RDF
8	Woula Themistoclakis, Marc Van Barel	A generalization of Floater-Hormann interpolants.	J. Comput. Appl. Math.	2024	DBLP DOI BibTeX RDF
8	Shanlin Zhong, Wei Wu 0003	Motion Learning and Generalization of Musculoskeletal Robot Using Gain Primitives.	IEEE Trans Autom. Sci. Eng.	2024	DBLP DOI BibTeX RDF
8	Václav Snásel, Juan D. Velásquez 0001, Millie Pant, Dimitrios Georgiou, Lingping Kong 0001	A generalization of multi-source fusion-based framework to stock selection.	Inf. Fusion	2024	DBLP DOI BibTeX RDF
8	Guoliang Xu, Daowen Qiu, Binbin Zhang, Tianyin Wang, Yongxin Zhang	Randomized decision tree complexity of Deutsch-Jozsa problem and a generalization.	Quantum Inf. Process.	2024	DBLP DOI BibTeX RDF
8	Qunlong Ma, Zhi Ma 0001, Ming Gao	A method for quantifying the generalization capabilities of generative models for solving Ising models.	Mach. Learn. Sci. Technol.	2024	DBLP DOI BibTeX RDF