Hoover, Benjamin
- Can a Fruit Fly Learn Word Embeddings?
2021/01/18 by Yuchen Liang, Liang, Yuchen, Chaitanya K. Ryali +11 · 3 voices · 3 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · Neuroscience · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Neurobiology and Insect Physiology Research #Neurons and Cognition (q-bio.NC) #Plant and animal studies #cs.CL #cs.LG #cs.NE #q-bio.NC #stat.ML
- DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
2022/10/26 by Wang, Zijie J., Montoya, Evan, Munechika, David +3 · 48 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models
2022/08/16 by Hendrik Strobelt, Albert Webson, Strobelt, Hendrik +11 · 11 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Modern Methods in Associative Memory
2025/07/08 by Dmitry Krotov, Benjamin Hoover, Krotov, Dmitry +5 · 1 voice · 5 citations
#cs.LG
- Shared Interest: Measuring Human-AI Alignment to Identify Recurring Patterns in Model Behavior
2021/07/20 by Boggust, Angie, Hoover, Benjamin, Satyanarayan, Arvind +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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, Cho, Aeree, Grace Kim +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
- FairyTailor: A Multimodal Generative Framework for Storytelling
2021/07/13 by Bensaid, Eden, Martino, Mauro, Hoover, Benjamin +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models
2019/10/11 by Benjamin Hoover, Hendrik Strobelt, Hoover, Benjamin +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
2023/05/04 by Lee, Seongmin, Hoover, Benjamin, Strobelt, Hendrik +7 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- LMdiff: A Visual Diff Tool to Compare Language Models
2021/11/02 by Strobelt, Hendrik, Hoover, Benjamin, Satyanarayan, Arvind +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- 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
- Dense Associative Memory with Epanechnikov Energy
2025/06/12 by Benjamin Hoover, Zhaoyang Shi, Hoover, Benjamin +7 · 3 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing