Duen Horng Chau
- WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings
2023/06/15 by Zijie J. Wang, Wang, Zijie J., Fred Hohman +3 · 1 voice · 5 citations
Computer Science · #Data Visualization and Analytics #Computational Physics and Python Applications #Data Analysis with R
- LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
2023/08/14 by Mansi Phute, Phute, Mansi, Alec Helbling +8 · 40 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
- Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression
2017/05/08 by Nilaksh Das, Das, Nilaksh, Madhuri Shanbhogue +11 · 25 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research
- Visual Analytics in Deep Learning: An Interrogative Survey for the Next\n Frontiers
2018/01/21 by Fred Hohman, Minsuk Kahng, Hohman, Fred +5 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #H.5.2 #Human-Computer Interaction (cs.HC) #I.2.6.g #I.5.1.d #I.6.9.c #I.6.9.f #Image and Video Quality Assessment #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Visual Attention and Saliency Detection
- A Large-Scale Database for Graph Representation Learning
2020/11/16 by Scott Freitas, Freitas, Scott, Yuxiao Dong +5 · 9 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning and Algorithms
- ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models
2017/04/06 by Minsuk Kahng, Pierre Andrews, Kahng, Minsuk +5 · 7 citations
Computer Science · #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #Data Analysis with R
- ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features
2025/02/06 by Alec Helbling, Helbling, Alec, Tuna Han Salih Meral +6 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models
2023/09/28 by Benjamin Hoover, Hendrik Strobelt, Hoover, Benjamin +9 · 2 voices · 3 citations
#cs.LG #cs.AI #math.DS
- Transformer Explainer: Interactive Learning of Text-Generative Models
2024/08/08 by Aeree Cho, Grace Kim, Cho, Aeree +13 · 1 voice · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- EnergyVis: Interactively Tracking and Exploring Energy Consumption for\n ML Models
2021/03/30 by Omar Shaikh, Shaikh, Omar, Jon Saad-Falcon +11 · 2 citations
Engineering · #Green IT and Sustainability
- Semi-Truths: A Large-Scale Dataset of AI-Augmented Images for Evaluating Robustness of AI-Generated Image detectors
2024/11/12 by Anisha Pal, Pal, Anisha, Julia Kruk +11 · 1 voice · 4 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI
- Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
2023/05/04 by Seongmin Lee, Benjamin Hoover, Lee, Seongmin +17 · 3 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Wordflow: Social Prompt Engineering for Large Language Models
2024/01/25 by Zijie J. Wang, Aishwarya Chakravarthy, Wang, Zijie J. +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
- Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in Atlanta
2016/02/29 by Michael Madaio, Shang-Tse Chen, Madaio, Michael +13 · 1 citation
Engineering · Environmental Science · #Computers and Society (cs.CY) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Fire Detection and Safety Systems #Fire effects on ecosystems
- Chronodes: Interactive Multi-focus Exploration of Event Sequences
2016/09/27 by Peter J. Polack, Polack, Peter J, Shang-Tse Chen +11 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Time Series Analysis and Forecasting
- Summit: Scaling Deep Learning Interpretability by Visualizing Activation\n and Attribution Summarizations
2019/04/03 by Fred Hohman, Haekyu Park, Hohman, Fred +5 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Explainable Artificial Intelligence (XAI) #Cell Image Analysis Techniques #Adversarial Robustness in Machine Learning
- UnMask: Adversarial Detection and Defense Through Robust Feature\n Alignment
2020/02/21 by Scott Freitas, Freitas, Scott, Shang-Tse Chen +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LLM Attributor: Interactive Visual Attribution for LLM Generation
2024/04/01 by Seongmin Lee, Lee, Seongmin, Zijie J. Wang +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
- Best of Both Worlds: Robust Accented Speech Recognition with Adversarial\n Transfer Learning
2021/03/09 by Nilaksh Das, Sravan Bodapati, Das, Nilaksh +7 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- NeuroCartography: Scalable Automatic Visual Summarization of Concepts in\n Deep Neural Networks
2021/08/29 by Haekyu Park, Park, Haekyu, Nilaksh Das +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science
- High-Performance Transformers for Table Structure Recognition Need Early Convolutions
2023/11/09 by Shengyun Peng, Peng, ShengYun, Seongmin Lee +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Currency Recognition and Detection #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
- Dense Associative Memory Through the Lens of Random Features
2024/10/31 by Benjamin Hoover, Hoover, Benjamin, Duen Horng Chau +7 · 2 voices · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety
2025/06/05 by Seongmin Lee, Aeree Cho, Lee, Seongmin +9 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Topic Modeling
- ALLUDE: A Unified Evaluation System for Configurable Attacks in Differentiable Environments
2026/07/19 by Mansi Phute, Alexander Greenhalgh, Matthew Hull +8
#cs.CV #cs.AI