David Bau
- Agents of Chaos
2026/02/23 by Natalie Shapira, Chris Wendler, Avery Yen +35 · 76 voices · 5 citations
#cs.AI #cs.CY
- Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task
2022/10/24 by Kenneth Li, Li, Kenneth, Aspen Hopkins +10 · 10 voices · 52 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Locating and Editing Factual Associations in GPT
2022/02/10 by Kevin Meng, David Bau, Meng, Kevin +5 · 327 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Text Readability and Simplification
- Mass-Editing Memory in a Transformer
2022/10/13 by Kevin Meng, Arnab Sen Sharma, Meng, Kevin +7 · 113 citations
Computer Science · Decision Sciences · #Topic Modeling #Advanced Data Storage Technologies #Scientific Computing and Data Management
- Network Dissection: Quantifying Interpretability of Deep Visual\n Representations
2017/04/19 by David Bau, Bau, David, Bolei Zhou +7 · 66 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Neural Networks and Applications #Generative Adversarial Networks and Image Synthesis
- Explaining Explanations: An Overview of Interpretability of Machine\n Learning
2018/05/31 by Leilani H. Gilpin, Gilpin, Leilani H., David Bau +9 · 37 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- Unified Concept Editing in Diffusion Models
2023/08/25 by Rohit Gandikota, Hadas Orgad, Gandikota, Rohit +7 · 60 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Internet Traffic Analysis and Secure E-voting
- Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models
2023/11/20 by Rohit Gandikota, Gandikota, Rohit, Joanna Materzynska +7 · 1 voice · 20 citations
#cs.CV
- Function Vectors in Large Language Models
2023/10/23 by Eric Todd, Todd, Eric, Millicent Li +9 · 37 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
2024/12/09 by A. Feder Cooper, Cooper, A. Feder, Christopher A. Choquette-Choo +75 · 5 voices · 8 citations
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CY #cs.LG
- Measuring and Controlling Instruction (In)Stability in Language Model Dialogs
2024/02/13 by Kenneth Li, Tianle Liu, Li, Kenneth +12 · 1 voice · 14 citations
Computer Science · #Persona Design and Applications
- Open Problems in Mechanistic Interpretability
2025/01/27 by Lee Sharkey, Bilal Chughtai, Sharkey, Lee +55 · 35 citations
Computer Science · #Natural Language Processing Techniques #Statistical and Computational Modeling
- The Quest for the Right Mediator: Surveying Mechanistic Interpretability Through the Lens of Causal Mediation Analysis
2024/08/02 by Aaron Mueller, Mueller, Aaron, Jannik Brinkmann +25 · 3 voices · 14 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #European and International Law Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Qualitative Comparative Analysis Research #cs.AI #cs.LG
- Natural Language Descriptions of Deep Visual Features
2022/01/26 by Evan Hernandez, Hernandez, Evan, Sarah Schwettmann +9 · 11 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking
2024/02/22 by N. Prakash, Prakash, Nikhil, Tamar Rott Shaham +7 · 14 citations
Computer Science · #Data Stream Mining Techniques
- NNsight and NDIF: Democratizing Access to Open-Weight Foundation Model Internals
2024/07/18 by Jaden Fiotto-Kaufman, Fiotto-Kaufman, Jaden, Alexander R. Loftus +36 · 16 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #ICT Impact and Policies #Machine Learning (cs.LG)
- Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models
2024/07/31 by Adam Karvonen, Benjamin D. Wright, Karvonen, Adam +15 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Language Models use Lookbacks to Track Beliefs
2025/05/20 by Nikhil Prakash, Prakash, Nikhil, Natalie Shapira +13 · 4 voices · 9 citations
#cs.CL
- Interpreting Deep Visual Representations via Network Dissection
2017/11/15 by Bolei Zhou, David Bau, Zhou, Bolei +5 · 4 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · Materials Science · #Explainable Artificial Intelligence (XAI) #Cell Image Analysis Techniques #Machine Learning in Materials Science
- Revisiting the Importance of Individual Units in CNNs via Ablation
2018/06/07 by Bolei Zhou, Zhou, Bolei, Yiyou Sun +5 · 5 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Testing Language Model Agents Safely in the Wild
2023/11/17 by Silen Naihin, Naihin, Silen, David Atkinson +13 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
- Editing a classifier by rewriting its prediction rules
2021/12/02 by Shibani Santurkar, Dimitris Tsipras, Santurkar, Shibani +9 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Time Series Analysis and Forecasting
- Discovering Variable Binding Circuitry with Desiderata
2023/07/07 by Xander Davies, Max Nadeau, Davies, Xander +7 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Erasing Conceptual Knowledge from Language Models
2024/10/03 by Rohit Gandikota, Sheridan Feucht, Gandikota, Rohit +5 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Locating and Editing Factual Associations in Mamba
2024/04/04 by Arnab Sen Sharma, Sharma, Arnab Sen, David Atkinson +3 · 4 citations
Social Sciences · Arts and Humanities · #African history and culture analysis #Postcolonial and Cultural Literary Studies #Global Maritime and Colonial Histories
- Disentangling visual and written concepts in CLIP
2022/06/15 by Joanna Materzyńska, Antonio Torralba, Materzynska, Joanna +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- MIB: A Mechanistic Interpretability Benchmark
2025/04/17 by Aaron Mueller, Atticus Geiger, Mueller, Aaron +45 · 1 voice · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG
- Position-aware Automatic Circuit Discovery
2025/02/07 by Tal Haklay, Haklay, Tal, Hadas Orgad +7 · 3 citations
Computer Science · #68T50 #Advanced Database Systems and Queries #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Logic, programming, and type systems #Machine Learning (cs.LG)
- When Are Concepts Erased From Diffusion Models?
2025/05/22 by Kunpeng Lu, Nicky Kriplani, Lu, Kevin +11 · 3 citations
Social Sciences · Computer Science · #Misinformation and Its Impacts #Domain Adaptation and Few-Shot Learning #Topic Modeling
- Discovering Forbidden Topics in Language Models
2025/05/23 by Can Rager, Rager, Can, Chris Wendler +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Opt-In Art: Learning Art Styles Only from Few Examples
2024/11/29 by Hui Ren, Joanna Materzyńska, Joanna Materzynska +8 · 3 voices
Arts and Humanities · #Art, Technology, and Culture #Artistic and Creative Research #Art History and Market Analysis