Lawrence Carin
1994–2025 年に発表
- 530
- 論文数
- 35,085
- 被引用数
- 92
- h 指数
- 369
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Computer Science49.8%
- Engineering24.2%
- Medicine7.8%
- Biochemistry, Genetics and Molecular Biology3.7%
- Neuroscience3%
- Mathematics2.8%
- その他8.7%
トピック
- Sparse and Compressive Sensing Techniques5.9%
- Topic Modeling3.7%
- Domain Adaptation and Few-Shot Learning2.5%
- Image and Signal Denoising Methods2.5%
- Multimodal Machine Learning Applications2.4%
- Natural Language Processing Techniques2.2%
- その他80.8%
共著者
- Ricardo Henao85
- Xuejun Liao49
- Zhe Gan41
- Changyou Chen40
- David B. Dunson38
- Chunyuan Li36
- Dinghan Shen29
- Guoyin Wang29
- Yizhe Zhang28
- Liqun Chen26
- Chenyang Tao25
- David E. Carlson25
- Wenlin Wang25
- Xin Yuan25
- Guillermo Sapiro23
- Hongteng Xu21
- Mingyuan Zhou20
- Ruiyi Zhang20
- Yunchen Pu20
- Piyush Rai18
- Miguel R. D. Rodrigues17
- Minhua Chen17
- A. Robert Calderbank16
- David J. Brady16
全論文
- What Makes Good In-Context Examples for GPT-3?
著者: Jiachang Liu, Dinghan Shen, Yizhe Zhang, Bill Dolan, Lawrence Carin, Weizhu Chen - Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, DeeLIO@ACL 2022 被引用: 889
- Bayesian Compressive Sensing
著者: Shihao Ji, Ya Xue, Lawrence Carin - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2008 被引用: 2,398
- Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing
著者: Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin - Conference of the North, NAACL-HLT (1) 2019 被引用: 255
- HiResCAM: Explainable Multi-Organ Multi-Abnormality Prediction in 3D Medical Images
著者: Rachel Lea Draelos, Lawrence Carin - arXiv (Cornell University), CoRR 2020 被引用: 77
- Compressive Coded Aperture Spectral Imaging: An Introduction
著者: Gonzalo R. Arce, David J. Brady, Lawrence Carin, Henry Arguello, David S. Kittle - IEEE Signal Processing Magazine, IEEE Signal Process. Mag. 2013 被引用: 653
- Coded aperture compressive temporal imaging
著者: Patrick Llull, Xuejun Liao, Xin Yuan, Jianbo Yang, David S. Kittle, Lawrence Carin, Guillermo Sapiro, David J. Brady - Optics Express 2013 被引用: 460
- Digital technology and COVID-19
著者: Daniel Shu Wei Ting, Lawrence Carin, Victor J. Dzau, Tien Yin Wong - Nature Medicine 2020 被引用: 1,481
- Computational Snapshot Multispectral Cameras: Toward dynamic capture of the spectral world
著者: Xun Cao, Tao Yue, Xing Lin, Stephen Lin, Xin Yuan, Qionghai Dai, Lawrence Carin, David J. Brady - IEEE Signal Processing Magazine, IEEE Signal Process. Mag. 2016 被引用: 284
- Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes
著者: Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin - Medical Image Analysis, Medical Image Anal. 2020 被引用: 93
- Vision transformer-based weakly supervised histopathological image analysis of primary brain tumors
著者: Zhongxiao Li, Yuwei Cong, Xin Chen, Jiping Qi, Jingxian Sun, Tao Yan, He Yang, Junsi Liu, Enzhou Lu, Lixiang Wang, Jiafeng Li, Hu Hong, Cheng Zhang, Quan Yang, Jiawei Yao, Penglei Yao, Qiuyi Jiang, Wenwu Liu, Jiangning Song, Lawrence Carin, Yupeng Chen, Shiguang Zhao, Xin Gao - iScience 2022 被引用: 75
- Semantic Compositional Networks for Visual Captioning
著者: Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng - IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 被引用: 497
- An Integrated Clinico-Metabolomic Model Improves Prediction of Death in Sepsis
著者: Raymond J. Langley, Ephraim L. Tsalik, Jennifer C. van Velkinburgh, Seth W. Glickman, Brandon Rice, Chunping Wang, Bo Chen, Lawrence Carin, Arturo Suarez, Robert P. Mohney, Debra H. Freeman, Mu Wang, Jinsam You, Jacob Wulff, J. Will Thompson, M. Arthur Moseley, Stephanie J. Reisinger, Brian T. Edmonds, Brian W. Grinnell, David R. Nelson, Darrell L. Dinwiddie, Neil Miller, Carol Saunders, Sarah S. Soden, Angela J. Rogers, Lee Gazourian, Laura E. Fredenburgh, Anthony F. Massaro, Rebecca M. Baron, Augustine M.K. Choi, G. Ralph Corey, Geoffrey S. Ginsburg, Charles B. Cairns, Ronny Otero, Vance G. Fowler, Emanuel P. Rivers, Christopher W. Woods, Stephen F. Kingsmore - Science Translational Medicine 2013 被引用: 511
- Convolutional neural network to identify symptomatic Alzheimer’s disease using multimodal retinal imaging
著者: C. Ellis Wisely, Dong Wang, Ricardo Henao, Dilraj S. Grewal, Atalie C. Thompson, Cason B. Robbins, Stephen P. Yoon, Srinath Soundararajan, Bryce W. Polascik, James R. Burke, Andy Liu, Lawrence Carin, Sharon Fekrat - British Journal of Ophthalmology 2020 被引用: 129
- Compressive Sensing by Learning a Gaussian Mixture Model From Measurements
著者: Jianbo Yang, Xuejun Liao, Xin Yuan, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2014 被引用: 201
- Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds
著者: Balaji Krishnapuram, Lawrence Carin, Mário A. T. Figueiredo, Alexander J. Hartemink - IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Trans. Pattern Anal. Mach. Intell. 2005 被引用: 893
- FLOP: Federated Learning on Medical Datasets using Partial Networks
著者: Qian Yang, Jianyi Zhang, Weituo Hao, Gregory P. Spell, Lawrence Carin - SIGKDD Conference on Knowledge Discovery & Data Mining 2021 被引用: 63
- CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information
著者: Pengyu Cheng, Weituo Hao, Shuyang Dai, Jiachang Liu, Zhe Gan, Lawrence Carin - ICML 2020 被引用: 546
- SAGES consensus recommendations on an annotation framework for surgical video
著者: Ozanan R. Meireles, Guy Rosman, Maria S. Altieri, Lawrence Carin, Gregory D. Hager, Amin Madani, Nicolas Padoy, Carla M. Pugh, Patricia Sylla, Thomas M. Ward, Daniel A. Hashimoto, the SAGES Video Annotation for AI Working Groups - Surgical Endoscopy 2021 被引用: 108
- Multitask Compressive Sensing
著者: Shihao Ji, David B. Dunson, Lawrence Carin - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2008 被引用: 503
- Generalized Alternating Projection for Weighted-퓁2, 1 Minimization with Applications to Model-Based Compressive Sensing
著者: Xuejun Liao, Hui Li, Lawrence Carin - SIAM Journal on Imaging Sciences, SIAM J. Imaging Sci. 2014 被引用: 178
- Deep Learning–Assisted Detection of Glaucoma Progression in Spectral-Domain OCT
著者: Eduardo B. Mariottoni, Shounak Datta, Leonardo Shigueoka, Alessandro A. Jammal, Ivan Maynart Tavares, Ricardo Henao, Lawrence Carin, Felipe A. Medeiros - Ophthalmology Glaucoma 2022 被引用: 38
- Video Compressive Sensing Using Gaussian Mixture Models
著者: Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin - IEEE Transactions on Image Processing, IEEE Trans. Image Process. 2014 被引用: 213
- Brain-wide Electrical Spatiotemporal Dynamics Encode Depression Vulnerability
著者: Rainbo Hultman, Kyle Ulrich, Benjamin D. Sachs, Cameron Blount, David Carlson, Nkemdilim Ndubuizu, Rosemary C. Bagot, Eric M. Parise, Mai-Anh Vu, Neil M. Gallagher, Joyce Wang, Alcino J. Silva, Karl Deisseroth, Stephen D. Mague, Marc G. Caron, Eric J. Nestler, Lawrence Carin, Kafui Dzirasa - Cell 2018 被引用: 202
- MixKD: Towards Efficient Distillation of Large-scale Language Models
著者: Kevin J. Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin - ICLR 2021 被引用: 90
