Fred Hohman
- Apple Intelligence Foundation Language Models
2024/07/29 by Tom Gunter, Zirui Wang, Gunter, Tom +306 · 2 voices · 2 citations
#cs.AI #cs.CL #cs.LG
- WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings
2023/06/15 by Zijie J. Wang, Fred Hohman, Wang, Zijie J. +3 · 1 voice · 5 citations
Computer Science · #Data Visualization and Analytics #Computational Physics and Python Applications #Data Analysis with R
- Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning with JPEG Compression
2017/05/08 by Nilaksh Das, Madhuri Shanbhogue, Das, Nilaksh +11 · 31 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, Hohman, Fred, Minsuk Kahng +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
- BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks
2024/04/10 by Ruijia Cheng, Titus Barik, Cheng, Ruijia +7 · 1 voice · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.AI #cs.HC
- Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference
2024/04/03 by Fred Hohman, Chaoqun Wang, Jinmook Lee +9 · 1 voice
Computer Science · #Data Visualization and Analytics #Mobile Crowdsensing and Crowdsourcing #Data Stream Mining Techniques
- Policy Maps: Tools for Guiding the Unbounded Space of LLM Behaviors
2024/09/26 by Michelle S. Lam, Lam, Michelle S., Fred Hohman +9 · 1 voice · 3 citations
#cs.HC #cs.AI #cs.CL #cs.LG
- A Deep Learning Approach for Population Estimation from Satellite\n Imagery
2017/08/29 by Caleb Robinson, Robinson, Caleb, Fred Hohman +3 · 1 citation
Environmental Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Impact of Light on Environment and Health
- Embedding Atlas: Low-Friction, Interactive Embedding Visualization
2025/05/09 by Donghao Ren, Ren, Donghao, Fred Hohman +5 · 3 voices · 3 citations
Computer Science · Decision Sciences · #Computer Graphics and Visualization Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Exploring Empty Spaces: Human-in-the-Loop Data Augmentation
2024/10/01 by Catherine Yeh, Donghao Ren, Yeh, Catherine +7 · 3 citations
Engineering · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- Summit: Scaling Deep Learning Interpretability by Visualizing Activation\n and Attribution Summarizations
2019/04/03 by Fred Hohman, Hohman, Fred, Haekyu Park +5 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Explainable Artificial Intelligence (XAI) #Cell Image Analysis Techniques #Adversarial Robustness in Machine Learning
- NeuroCartography: Scalable Automatic Visual Summarization of Concepts in\n Deep Neural Networks
2021/08/29 by Haekyu Park, Nilaksh Das, Park, Haekyu +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
- Collaborative Machine Learning Model Building with Families Using Co-ML
2023/04/11 by Tiffany Tseng, Tseng, Tiffany, Jennifer King Chen +11 · 1 citation
Computer Science · #Online Learning and Analytics #Context-Aware Activity Recognition Systems #Machine Learning and Data Classification