Nataniel Ruiz

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 43

Top Topics

Image Generation

Diffusion Models

Top Venues

Publications

Litu Rout, Yujia Chen, Nataniel Ruiz, Abhishek Kumar, Constantine Caramanis, Sanjay Shakkottai, Wen-Sheng Chu
RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control. CoRR (2024)
Nataniel Ruiz, Yuanzhen Li, Neal Wadhwa, Yael Pritch, Michael Rubinstein, David E. Jacobs, Shlomi Fruchter
Magic Insert: Style-Aware Drag-and-Drop. CoRR (2024)
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Wei Wei, Tingbo Hou, Yael Pritch, Neal Wadhwa, Michael Rubinstein, Kfir Aberman
HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models. CoRR (2023)
Viraj Shah, Nataniel Ruiz, Forrester Cole, Erika Lu, Svetlana Lazebnik, Yuanzhen Li, Varun Jampani
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs. CoRR (2023)
Nataniel Ruiz, Sarah Adel Bargal, Cihang Xie, Stan Sclaroff
Practical Disruption of Image Translation Deepfake Networks. AAAI (2023)
Ariel N. Lee, Sarah Adel Bargal, Janavi Kasera, Stan Sclaroff, Kate Saenko, Nataniel Ruiz
Hardwiring ViT Patch Selectivity into CNNs using Patch Mixing. CoRR (2023)
Kihyuk Sohn, Lu Jiang, Jarred Barber, Kimin Lee, Nataniel Ruiz, Dilip Krishnan, Huiwen Chang, Yuanzhen Li, Irfan Essa, Michael Rubinstein, Yuan Hao, Glenn Entis, Irina Blok, Daniel Castro Chin
StyleDrop: Text-to-Image Synthesis of Any Style. NeurIPS (2023)
Wenhu Chen, Hexiang Hu, Yandong Li, Nataniel Ruiz, Xuhui Jia, Ming-Wei Chang, William W. Cohen
Subject-driven Text-to-Image Generation via Apprenticeship Learning. NeurIPS (2023)
Kihyuk Sohn, Nataniel Ruiz, Kimin Lee, Daniel Castro Chin, Irina Blok, Huiwen Chang, Jarred Barber, Lu Jiang, Glenn Entis, Yuanzhen Li, Yuan Hao, Irfan Essa, Michael Rubinstein, Dilip Krishnan
StyleDrop: Text-to-Image Generation in Any Style. CoRR (2023)
Wenhu Chen, Hexiang Hu, Yandong Li, Nataniel Ruiz, Xuhui Jia, Ming-Wei Chang, William W. Cohen
Subject-driven Text-to-Image Generation via Apprenticeship Learning. CoRR (2023)
Amit Raj, Srinivas Kaza, Ben Poole, Michael Niemeyer, Nataniel Ruiz, Ben Mildenhall, Shiran Zada, Kfir Aberman, Michael Rubinstein, Jonathan T. Barron, Yuanzhen Li, Varun Jampani
DreamBooth3D: Subject-Driven Text-to-3D Generation. ICCV (2023)
Ariel N. Lee, Cole J. Hunter, Nataniel Ruiz
Platypus: Quick, Cheap, and Powerful Refinement of LLMs. CoRR (2023)
Luming Tang, Nataniel Ruiz, Qinghao Chu, Yuanzhen Li, Aleksander Holynski, David E. Jacobs, Bharath Hariharan, Yael Pritch, Neal Wadhwa, Kfir Aberman, Michael Rubinstein
RealFill: Reference-Driven Generation for Authentic Image Completion. CoRR (2023)
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, Kfir Aberman
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation. CVPR (2023)
Nataniel Ruiz, Hao Yu, Danielle Allessio, Mona Jalal, Ajjen Joshi, Tom Murray, John J. Magee, Kevin Delgado, Vitaly Ablavsky, Stan Sclaroff, Ivon Arroyo, Beverly P. Woolf, Sarah Adel Bargal, Margrit Betke
ATL-BP: A Student Engagement Dataset and Model for Affect Transfer Learning for Behavior Prediction. IEEE Trans. Biom. Behav. Identity Sci. 5 (3) (2023)
Amit Raj, Srinivas Kaza, Ben Poole, Michael Niemeyer, Nataniel Ruiz, Ben Mildenhall, Shiran Zada, Kfir Aberman, Michael Rubinstein, Jonathan T. Barron, Yuanzhen Li, Varun Jampani
DreamBooth3D: Subject-Driven Text-to-3D Generation. CoRR (2023)
Nataniel Ruiz, Miriam Bellver, Timo Bolkart, Ambuj Arora, Ming C. Lin, Javier Romero, Raja Bala
Human Body Measurement Estimation with Adversarial Augmentation. 3DV (2022)
Nataniel Ruiz, Sarah Adel Bargal, Cihang Xie, Kate Saenko, Stan Sclaroff
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing. CoRR (2022)
Nataniel Ruiz, Miriam Bellver, Timo Bolkart, Ambuj Arora, Ming C. Lin, Javier Romero, Raja Bala
Human Body Measurement Estimation with Adversarial Augmentation. CoRR (2022)
Nataniel Ruiz, Sarah A. Bargal, Cihang Xie, Kate Saenko, Stan Sclaroff
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing. NeurIPS (2022)
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, Kfir Aberman
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation. CoRR (2022)
Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal, Alan L. Yuille, Stan Sclaroff
Simulated Adversarial Testing of Face Recognition Models. CVPR (2022)
Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal, Alan L. Yuille, Stan Sclaroff
Simulated Adversarial Testing of Face Recognition Models. CoRR (2021)
Nataniel Ruiz, Barry-John Theobald, Anurag Ranjan, Ahmed Hussen Abdelaziz, Nicholas Apostoloff
MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias. BMVC (2021)
Nataniel Ruiz, Hao Yu, Danielle Allessio, Mona Jalal, Ajjen Joshi, Thomas J. Murray, John J. Magee, Jacob Whitehill, Vitaly Ablavsky, Ivon Arroyo, Beverly Park Woolf, Stan Sclaroff, Margrit Betke
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. FG (2021)
Benjamin Spetter-Goldstein, Nataniel Ruiz, Sarah Adel Bargal
Examining the Human Perceptibility of Black-Box Adversarial Attacks on Face Recognition. CoRR (2021)
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff
Protecting Against Image Translation Deepfakes by Leaking Universal Perturbations from Black-Box Neural Networks. CoRR (2020)
Nataniel Ruiz, Barry-John Theobald, Anurag Ranjan, Ahmed Hussen Abdelaziz, Nicholas Apostoloff
MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias. CoRR (2020)
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff
Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems. CoRR (2020)
Nataniel Ruiz, Mona Jalal, Vitaly Ablavsky, Danielle Allessio, John J. Magee, Jacob Whitehill, Ivon Arroyo, Beverly Park Woolf, Stan Sclaroff, Margrit Betke
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. CoRR (2020)
Eunji Chong, Yongxin Wang, Nataniel Ruiz, James M. Rehg
Detecting Attended Visual Targets in Video. CVPR (2020)
Eunji Chong, Yongxin Wang, Nataniel Ruiz, James M. Rehg
Detecting Attended Visual Targets in Video. CoRR (2020)
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff
Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems. ECCV Workshops (4) (2020)
Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker
Learning To Simulate. ICLR (Poster) (2019)
Eunji Chong, Katha Chanda, Zhefan Ye, Audrey Southerland, Nataniel Ruiz, Rebecca M. Jones, Agata Rozga, James M. Rehg
Detecting Gaze Towards Eyes in Natural Social Interactions and its Use in Child Assessment. CoRR (2019)
Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker
Learning To Simulate. CoRR (2018)
Nataniel Ruiz, Eunji Chong, James M. Rehg
Fine-Grained Head Pose Estimation Without Keypoints. CVPR Workshops (2018)
Eunji Chong, Nataniel Ruiz, Yongxin Wang, Yun Zhang, Agata Rozga, James M. Rehg
Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency. CoRR (2018)
Eunji Chong, Nataniel Ruiz, Yongxin Wang, Yun Zhang, Agata Rozga, James M. Rehg
Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency. ECCV (5) (2018)
Meera Hahn, Nataniel Ruiz, Jean-Baptiste Alayrac, Ivan Laptev, James M. Rehg
Learning to Localize and Align Fine-Grained Actions to Sparse Instructions. CoRR (2018)
Nataniel Ruiz, Eunji Chong, James M. Rehg
Fine-Grained Head Pose Estimation Without Keypoints. CoRR (2017)
Eunji Chong, Katha Chanda, Zhefan Ye, Audrey Southerland, Nataniel Ruiz, Rebecca M. Jones, Agata Rozga, James M. Rehg
Detecting Gaze Towards Eyes in Natural Social Interactions and Its Use in Child Assessment. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Nataniel Ruiz, James M. Rehg
Dockerface: an easy to install and use Faster R-CNN face detector in a Docker container. CoRR (2017)