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S

Soheil Kolouri

Department of Computer Science

23H指数
154论文数
3.4K被引数
收录论文 19
发表时间
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Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions大语言模型的蒸馏与数据集蒸馏：新兴趋势、挑战与未来方向
errArtificial Intelligence Review
IF13.9
err2025-11-20
err0
errOAAI
errLuyang Fang; Xiaowei Yu; Jiazhang Cai; Yongkai Chen; Shushan Wu; Zhengliang Liu; Zhenyuan Yang; Haoran Lu; Xilin Gong; Yufang Liu; Terry Ma; Wei Ruan; Ali Abbasi; Jing Zhang; Tao Wang; Ehsan Latif; Wei Liu; Wei Zhang; Soheil Kolouri; Xiaoming Zhai; Dajiang Zhu; Wenxuan Zhong; Tianming Liu; Ping Ma
err分享
err收藏
An inverse design framework for optimizing tensile strength of composite materials based on a CNN surrogate for the phase field fracture model基于相场断裂模型的CNN代理优化复合材料拉伸强度的反设计框架
errCOMPOSITES PART A-APPLIED SCIENCE AND MANUFACTURING
IF8.9
err2025-05-01
err0
errOAAI
errGao, Yuxiang; Duddu, Ravindra; Kolouri, Soheil; Gupta, Abhinav; Prabhakar, Pavana
err分享
err收藏
Wasserstein task embedding for measuring task similarities
errNEURAL NETWORKS
IF6.3
err2025-01-01
err0
errOAAI
errLiu, Xinran; Bai, Yikun; Lu, Yuzhe; Soltoggio, Andrea; Kolouri, Soheil
err分享
err收藏
Low-cost and label-free blue light cystoscopy through digital staining of white light cystoscopy videos
errCOMMUNICATIONS MEDICINE
IF6.3
err2024-12-18
err0
errOAAI
errChang, Shuang; Wintergerst, Greyson A.; Carlson, Camella; Yin, Haoli; Scarpato, Kristen R.; Luckenbaugh, Amy N.; Chang, Sam S.; Kolouri, Soheil; Bowden, Audrey K.
err分享
err收藏
A collective AI via lifelong learning and sharing at the edge
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-03-22
err6
errOAAI
errSoltoggio, Andrea; Ben-Iwhiwhu, Eseoghene; Braverman, Vladimir; Eaton, Eric; Epstein, Benjamin; Ge, Yunhao; Halperin, Lucy; How, Jonathan; Itti, Laurent; Jacobs, Michael A.; Kantharaju, Pavan; Le, Long; Lee, Steven; Liu, Xinran; Monteiro, Sildomar T.; Musliner, David; Nath, Saptarshi; Panda, Priyadarshini; Peridis, Christos; Pirsiavash, Hamed; Parekh, Vishwa; Roy, Kaushik; Shperberg, Shahaf; Siegelmann, Hava T.; Stone, Peter; Vedder, Kyle; Wu, Jingfeng; Yang, Lin; Zheng, Guangyao; Kolouri, Soheil
err分享
err收藏
Teaching Networks to Solve Optimization Problems
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errLiu, Xinran; Lu, Yuzhe; Abbasi, Ali; Li, Meiyi; Mohammadi, Javad; Kolouri, Soheil
err分享
err收藏
Enhancing the image quality of blue light cystoscopy through green-hue correction and fogginess removal
errSCIENTIFIC REPORTS
IF3.9
err2023-12-06
err2
errOAAI
errChang, Shuang; Bermoy, Micha E.; Chang, Sam S.; Scarpato, Kristen R.; Luckenbaugh, Amy N.; Kolouri, Soheil; Bowden, Audrey K.
err分享
err收藏
A domain-agnostic approach for characterization of lifelong learning systems
errNEURAL NETWORKS
IF6.3
err2023-03-01
err7
errOAAI
errBaker, Megan M.; New, Alexander; Aguilar-Simon, Mario; Al-Halah, Ziad; Arnold, Sebastien M. R.; Ben-Iwhiwhu, Ese; Brna, Andrew P.; Brooks, Ethan; Brown, Ryan C.; Daniels, Zachary; Daram, Anurag; Delattre, Fabien; Dellana, Ryan; Eaton, Eric; Fu, Haotian; Grauman, Kristen; Hostetler, Jesse; Iqbal, Shariq; Kent, Cassandra; Ketz, Nicholas; Kolouri, Soheil; Konidaris, George; Kudithipudi, Dhireesha; Learned-Miller, Erik; Lee, Seungwon; Littman, Michael L.; Madireddy, Sandeep; Mendez, Jorge A.; Nguyen, Eric Q.; Piatko, Christine; Pilly, Praveen K.; Raghavan, Aswin; Rahman, Abrar; Ramakrishnan, Santhosh Kumar; Ratzlaff, Neale; Soltoggio, Andrea; Stone, Peter; Sur, Indranil; Tang, Zhipeng; Tiwari, Saket; Vedder, Kyle; Wang, Felix; Xu, Zifan; Yanguas-Gil, Angel; Yedidsion, Harel; Yu, Shangqun; Vallabha, Gautam K.
err分享
err收藏
Learning to Solve Optimization Problems With Hard Linear Constraints
errIEEE ACCESS
IF3.6
err2023-01-01
err11
errOAAI
errLi, Meiyi; Kolouri, Soheil; Mohammadi, Javad
err分享
err收藏
Multi-Agent Lifelong Implicit Neural Learning
errieee signal processing magazine
IF3.9
err2023-01-01
err1
PREAI
errKolouri, Soheil; Abbasi, Ali; Koohpayegani, Soroush Abbasi; Nooralinejad, Parsa; Pirsiavash, Hamed
err分享
err收藏
Biological underpinnings for lifelong learning machines
errNATURE MACHINE INTELLIGENCE
IF23.9
err2022-03-23
err87
PREAI
errKudithipudi, Dhireesha; Aguilar-Simon, Mario; Babb, Jonathan; Bazhenov, Maxim; Blackiston, Douglas; Bongard, Josh; Brna, Andrew P.; Raja, Suraj Chakravarthi; Cheney, Nick; Clune, Jeff; Daram, Anurag; Fusi, Stefano; Helfer, Peter; Kay, Leslie; Ketz, Nicholas; Kira, Zsolt; Kolouri, Soheil; Krichmar, Jeffrey L.; Kriegman, Sam; Levin, Michael; Madireddy, Sandeep; Manicka, Santosh; Marjaninejad, Ali; McNaughton, Bruce; Miikkulainen, Risto; Navratilova, Zaneta; Pandit, Tej; Parker, Alice; Pilly, Praveen K.; Risi, Sebastian; Sejnowski, Terrence J.; Soltoggio, Andrea; Soures, Nicholas; Tolias, Andreas S.; Urbina-Melendez, Dario; Valero-Cuevas, Francisco J.; van de Ven, Gido M.; Vogelstein, Joshua T.; Wang, Felix; Weiss, Ron; Yanguas-Gil, Angel; Zou, Xinyun; Siegelmann, Hava
err分享
err收藏
Neural Networks, Hypersurfaces, and the Generalized Radon Transform
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2020-07-01
err3
errOAAI
errKolouri, Soheil; Yin, Xuwang; Rohde, Gustavo K.
err分享
err收藏
Neuromodulated attention and goal-driven perception in uncertain domains
errNEURAL NETWORKS
IF6.3
err2020-05-01
err10
errOAAI
errZou, Xinyun; Kolouri, Soheil; Pilly, Praveen K.; Krichmar, Jeffrey L.
err分享
err收藏
Optimal Mass Transport Signal processing and machine-learning applications
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2017-07-01
err262
errOAAI
errKolouri, Soheil; Park, Se Rim; Thorpe, Matthew; Slepcev, Dejan; Rohde, Gustavo K.
err分享
err收藏
A continuous linear optimal transport approach for pattern analysis in image datasets
errPATTERN RECOGNITION
IF7.6
err2016-03-01
err41
errOAAI
errKolouri, Soheil; Tosun, Akif B.; Ozolek, John A.; Rohde, Gustavo K.
err分享
err收藏
The Radon Cumulative Distribution Transform and Its Application to Image Classification
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2016-02-01
err63
errOAAI
errKolouri, Soheil; Park, Se Rim; Rohde, Gustavo K.
err分享
err收藏
Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning
errMEDICAL IMAGE ANALYSIS
IF11.8
err2014-07-01
err55
errOAAI
errOzolek, John A.; Tosun, Akif Burak; Wang, Wei; Chen, Cheng; Kolouri, Soheil; Basu, Saurav; Huang, Hu; Rohde, Gustavo K.
err分享
err收藏
Acoustic Tomography of the Atmosphere Using Unscented Kalman Filter
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2014-04-01
err16
errOAAI
errKolouri, Soheil; Azimi-Sadjadi, Mahmood R.; Ziemann, Astrid
err分享
err收藏
Detecting and visualizing cell phenotype differences from microscopy images using transportbased morphometry
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2014-02-18
err58
errOAAI
errBasu, Saurav; Kolouri, Soheil; Rohde, Gustavo K.
err分享
err收藏

研究方向

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合作学者
合作期刊
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Terrence J. Sejnowski
H 指数: 153 · 论文数: 993
B
Bruce L. McNaughton
H 指数: 105 · 论文数: 293
K
Kaushik Roy
H 指数: 101 · 论文数: 1.4K
M
Michael Levin
H 指数: 94 · 论文数: 747
K
Kristen Grauman
H 指数: 84 · 论文数: 408
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