Strobelt, Hendrik

15 publications

ICCV 2025 LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity Walid Bousselham, Angie Boggust, Sofian Chaybouti, Hendrik Strobelt, Hilde Kuehne

NeurIPS 2024 Dense Associative Memory Through the Lens of Random Features Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, Parikshit Ram, Dmitry Krotov

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: A Causality-Inspired Investigation of VLM Failures Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: A Human-in-the-Loop Approach to Interpretability Lukas Klein, Kenza Amara, Carsten T. Lüth, Antonio Foncubierta-Rodríguez, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: A Human-in-the-Loop Investigation of VLM Failure Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

NeurIPSW 2024 Interactive Semantic Interventions for VLMs: Breaking VLMs with Human Ingenuity Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger

IJCAI 2024 Interactive Visual Learning for Stable Diffusion Seongmin Lee, Benjamin Hoover, Hendrik Strobelt, Zijie J. Wang, Shengyun Peng, Austin P. Wright, Kevin Li, Haekyu Park, Haoyang Yang, Duen Horng Chau

NeurIPS 2023 Energy Transformer Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed Zaki, Dmitry Krotov

NeurIPSW 2023 Energy Transformer Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J Zaki, Dmitry Krotov

NeurIPSW 2023 Memory in Plain Sight: A Survey of the Uncanny Resemblances Between Diffusion Models and Associative Memories Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Judy Hoffman, Zsolt Kira, Duen Horng Chau

NeurIPSW 2022 A Universal Abstraction for Hierarchical Hopfield Networks Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, Dmitry Krotov

NeurIPS 2020 CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models Vijil Chenthamarakshan, Payel Das, Samuel Hoffman, Hendrik Strobelt, Inkit Padhi, Kar Wai Lim, Benjamin Hoover, Matteo Manica, Jannis Born, Teodoro Laino, Aleksandra Mojsilovic

ICLR 2019 GAN Dissection: Visualizing and Understanding Generative Adversarial Networks David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba

ICLRW 2019 Interactive Visual Exploration of Latent Space (IVELS) for Peptide Auto-Encoder Model Selection Tom Sercu, Sebastian Gehrmann, Hendrik Strobelt, Payel Das, Inkit Padhi, Cicero Dos Santos, Kahini Wadhawan, Vijil Chenthamarakshan

ICLRW 2019 Visualizing and Understanding GANs David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba