C. Lee Giles
- Electromagnetic scattering by magnetic spheres
1983/06/01 by M. Kerker, Milton Kerker, D.-S. Wang +2 · 50 citations
Physics and Astronomy · Engineering · #Electromagnetic Scattering and Analysis #Advanced Antenna and Metasurface Technologies #Synthetic Aperture Radar (SAR) Applications and Techniques
- Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network
2017/06/07 by Xiao Yang, Yang, Xiao, Ersin Yumer +9 · 10 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach
2013/01/16 by David M. Pennock, Eric J. Horvitz, Pennock, David M. +6 · 4 citations
Business, Management and Accounting · Computer Science · Psychology · #Customer churn and segmentation #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Personality Traits and Psychology #Recommender Systems and Techniques #cs.IR
- Adversary Resistant Deep Neural Networks with an Application to Malware Detection
2016/10/05 by Qinglong Wang, Wenbo Guo, Wang, Qinglong +11 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Adapt by Minimizing Discrepancy
2017/11/30 by Alexander G. Ororbia, Patrick Haffner, Ororbia, Alexander G. +5 · 2 citations
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions
2023/10/23 by Ting-Yao Hsu, Hsu, Ting-Yao, Chieh-Yang Huang +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- A Comparative Study of Rule Extraction for Recurrent Neural Networks
2018/01/16 by Qinglong Wang, Wang, Qinglong, Kaixuan Zhang +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #semigroups and automata theory
- Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making
2024/08/17 by Siyu Wu, Alessandro Oltramari, Wu, Siyu +7 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Semantic Web and Ontologies #Symbolic Computation (cs.SC)
- An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks
2017/09/29 by Qinglong Wang, Kaixuan Zhang, Wang, Qinglong +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural Networks and Applications #Topic Modeling
- Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media
2018/01/04 by Agnese Chiatti, Mu-Jung Cho, Chiatti, Agnese +17 · 1 citation
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimedia Communication and Technology #Video Analysis and Summarization #Web Data Mining and Analysis
- The Neural Network Pushdown Automaton: Model, Stack and Learning Simulations
2017/11/15 by Guo-Zheng Sun, C. Lee Giles, Sun, G. Z. +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Algorithms #Natural Language Processing Techniques #semigroups and automata theory
- Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization
2023/02/23 by Chieh-Yang Huang, Huang, Chieh-Yang, Ting-Yao Hsu +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
- Neural JPEG: End-to-End Image Compression Leveraging a Standard JPEG Encoder-Decoder
2022/01/27 by Ankur Mali, Alexander G. Ororbia, Mali, Ankur +7 · 1 voice
Computer Science · Engineering · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #cs.CV #eess.IV #electronic engineering #information engineering
- Continual Learning of Recurrent Neural Networks by Locally Aligning\n Distributed Representations
2018/10/17 by Alexander G. Ororbia, Ororbia, Alexander, Ankur Mali +5 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Random Forest DBSCAN for USPTO Inventor Name Disambiguation
2016/02/04 by Kunho Kim, Madian Khabsa, Kim, Kunho +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Medicine · #Biomedical Text Mining and Ontologies #Data Quality and Management #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Multi-LLM Collaborative Caption Generation in Scientific Documents
2025/01/05 by Jae-Young Kim, Jong-Ho Lee, Kim, Jaeyoung +19 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification
- Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting
2019/05/25 by Alexander G. Ororbia, Ankur Mali, Ororbia, Alexander +5 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- CODA-19: Using a Non-Expert Crowd to Annotate Research Aspects on 10,000+ Abstracts in the COVID-19 Open Research Dataset
2020/05/05 by Ting-Hao Huang, Chieh-Yang Huang, Huang, Ting-Hao 'Kenneth' +7 · 1 citation
Computer Science · Medicine · Social Sciences · #COVID-19 Digital Contact Tracing #COVID-19 diagnosis using AI #Misinformation and Its Impacts
- A Synthetic Prediction Market for Estimating Confidence in Published Work
2021/12/23 by Sarah Rajtmajer, Rajtmajer, Sarah, Christopher Griffin +27 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #Data Analysis with R #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- An Investigation of Machine Learning Methods Applied to Structure Prediction in Condensed Matter
2014/05/14 by W. Brouwer, William J. Brouwer, James D. Kubicki +6 · 1 citation
Chemistry · Materials Science · Physics and Astronomy · #Advanced NMR Techniques and Applications #Machine Learning in Materials Science #X-ray Diffraction in Crystallography #cond-mat.mtrl-sci
- Investigating Symbolic Capabilities of Large Language Models
2024/05/21 by Neisarg Dave, Dave, Neisarg, Daniel Kifer +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- ACL-Fig: A Dataset for Scientific Figure Classification
2023/01/28 by Zeba Karishma, Karishma, Zeba, Shaurya Rohatgi +6 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Smart Library: Identifying Books in a Library using Richly Supervised Deep Scene Text Reading
2016/11/22 by Xiao Yang, Dafang He, Yang, Xiao +13 · 1 voice
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Music and Audio Processing #User Authentication and Security Systems #cs.CV
- Privacy at Scale: Introducing the PrivaSeer Corpus of Web Privacy Policies
2020/04/23 by Mukund Srinath, Shomir Wilson, C. Lee Giles · 1 voice
Computer Science · #cs.IR #cs.CR
- Hot Streaks in Artistic, Cultural, and Scientific Careers
2017/12/05 by Lu Liu, Yang Wang, Roberta Sinatra +3 · 1 voice
Physics and Astronomy · #physics.soc-ph
- Do Large Multimodal Models Solve Caption Generation for Scientific Figures? Lessons Learned from SciCap Challenge 2023
2025/01/31 by Ting-Yao Hsu, Yi-Li Hsu, Hsu, Ting-Yao E. +19 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Fresnel reflection and transmission at a planar boundary from media of equal refractive indices
1982/02/01 by C. Lee Giles, Walter J. Wild · 1 citation
Engineering · Physics and Astronomy · #Magneto-Optical Properties and Applications #Electromagnetic Scattering and Analysis #Optical Polarization and Ellipsometry
- Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks
2016/10/06 by Qinglong Wang, Wang, Qinglong, Wenbo Guo +15 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)