Nataniel Ruiz

61 papers A* 13A 1B 1Journal 39Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
MultiGen: Level-Design for Editable Multiplayer Worlds in Diffusion Game Engines.
CoRR
Ryan Po, David Junhao Zhang, Amir Hertz, Gordon Wetzstein, Neal Wadhwa, Nataniel Ruiz
2026 J jnl
\texttt{Complex-Edit}: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark.
Trans. Mach. Learn. Res.
Siwei Yang, Mude Hui, Bingchen Zhao, Yuyin Zhou, Nataniel Ruiz, Cihang Xie
2025 J jnl
Complex-Edit: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark.
CoRR
Siwei Yang, Mude Hui, Bingchen Zhao, Yuyin Zhou, Nataniel Ruiz, Cihang Xie
2025 — conf
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition.
CVPR Workshops
Rupayan Mallick, Sibo Dong, Nataniel Ruiz, Sarah Adel Bargal
2025 J jnl
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition.
CoRR
Rupayan Mallick, Sibo Dong, Nataniel Ruiz, Sarah Adel Bargal
2025 J jnl
MotionV2V: Editing Motion in a Video.
CoRR
Ryan D. Burgert, Charles Herrmann, Forrester Cole, Michael S. Ryoo, Neal Wadhwa, Andrey Voynov, Nataniel Ruiz
2025 J jnl
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models.
CoRR
Luca Eyring, Shyamgopal Karthik, Alexey Dosovitskiy, Nataniel Ruiz, Zeynep Akata
2025 A* conf
RB-Modulation: Training-Free Stylization using Reference-Based Modulation.
ICLR
Litu Rout, Yujia Chen, Nataniel Ruiz, Abhishek Kumar, Constantine Caramanis, Sanjay Shakkottai, Wen-Sheng Chu
2025 A* conf
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning.
CVPR
David Junhao Zhang, Roni Paiss, Shiran Zada, Nikhil Karnad, David E. Jacobs, Yael Pritch, Inbar Mosseri, Mike Zheng Shou, Neal Wadhwa, Nataniel Ruiz
2025 A* conf
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations.
ICLR
Litu Rout, Yujia Chen, Nataniel Ruiz, Constantine Caramanis, Sanjay Shakkottai, Wen-Sheng Chu
2025 A* conf
Unbounded: A Generative Infinite Game of Character Life Simulation.
ICLR
Jialu Li, Yuanzhen Li, Neal Wadhwa, Yael Pritch, David E. Jacobs, Michael Rubinstein, Mohit Bansal, Nataniel Ruiz
2024 A* conf
HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models.
CVPR
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Wei Wei, Tingbo Hou, Yael Pritch, Neal Wadhwa, Michael Rubinstein, Kfir Aberman
2024 J jnl
M-VAR: Decoupled Scale-wise Autoregressive Modeling for High-Quality Image Generation.
CoRR
Sucheng Ren, Yaodong Yu, Nataniel Ruiz, Feng Wang, Alan L. Yuille, Cihang Xie
2024 J jnl
Magic Insert: Style-Aware Drag-and-Drop.
CoRR
Nataniel Ruiz, Yuanzhen Li, Neal Wadhwa, Yael Pritch, Michael Rubinstein, David E. Jacobs, Shlomi Fruchter
2024 J jnl
RB-Modulation: Training-Free Personalization of Diffusion Models using Stochastic Optimal Control.
CoRR
Litu Rout, Yujia Chen, Nataniel Ruiz, Abhishek Kumar, Constantine Caramanis, Sanjay Shakkottai, Wen-Sheng Chu
2024 J jnl
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning.
CoRR
David Junhao Zhang, Roni Paiss, Shiran Zada, Nikhil Karnad, David E. Jacobs, Yael Pritch, Inbar Mosseri, Mike Zheng Shou, Neal Wadhwa, Nataniel Ruiz
2024 J jnl
RealFill: Reference-Driven Generation for Authentic Image Completion.
ACM Trans. Graph.
Luming Tang, Nataniel Ruiz, Qinghao Chu, Yuanzhen Li, Aleksander Holynski, David E. Jacobs, Bharath Hariharan, Yael Pritch, Neal Wadhwa, Kfir Aberman, Michael Rubinstein
2024 J jnl
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations.
CoRR
Litu Rout, Yujia Chen, Nataniel Ruiz, Constantine Caramanis, Sanjay Shakkottai, Wen-Sheng Chu
2024 J jnl
Unbounded: A Generative Infinite Game of Character Life Simulation.
CoRR
Jialu Li, Yuanzhen Li, Neal Wadhwa, Yael Pritch, David E. Jacobs, Michael Rubinstein, Mohit Bansal, Nataniel Ruiz
2024 — conf
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs.
ECCV (1)
Viraj Shah, Nataniel Ruiz, Forrester Cole, Erika Lu, Svetlana Lazebnik, Yuanzhen Li, Varun Jampani
2023 J jnl
ATL-BP: A Student Engagement Dataset and Model for Affect Transfer Learning for Behavior Prediction.
IEEE Trans. Biom. Behav. Identity Sci.
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
2023 A* conf
DreamBooth3D: Subject-Driven Text-to-3D Generation.
ICCV
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
2023 J jnl
DreamBooth3D: Subject-Driven Text-to-3D Generation.
CoRR
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
2023 A* conf
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation.
CVPR
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, Kfir Aberman
2023 J jnl
Hardwiring ViT Patch Selectivity into CNNs using Patch Mixing.
CoRR
Ariel N. Lee, Sarah Adel Bargal, Janavi Kasera, Stan Sclaroff, Kate Saenko, Nataniel Ruiz
2023 J jnl
HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models.
CoRR
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Wei Wei, Tingbo Hou, Yael Pritch, Neal Wadhwa, Michael Rubinstein, Kfir Aberman
2023 J jnl
Platypus: Quick, Cheap, and Powerful Refinement of LLMs.
CoRR
Ariel N. Lee, Cole J. Hunter, Nataniel Ruiz
2023 A* conf
Practical Disruption of Image Translation Deepfake Networks.
AAAI
Nataniel Ruiz, Sarah Adel Bargal, Cihang Xie, Stan Sclaroff
2023 J jnl
RealFill: Reference-Driven Generation for Authentic Image Completion.
CoRR
Luming Tang, Nataniel Ruiz, Qinghao Chu, Yuanzhen Li, Aleksander Holynski, David E. Jacobs, Bharath Hariharan, Yael Pritch, Neal Wadhwa, Kfir Aberman, Michael Rubinstein
2023 J jnl
StyleDrop: Text-to-Image Generation in Any Style.
CoRR
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
2023 A* conf
StyleDrop: Text-to-Image Synthesis of Any Style.
NeurIPS
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
2023 A* conf
Subject-driven Text-to-Image Generation via Apprenticeship Learning.
NeurIPS
Wenhu Chen, Hexiang Hu, Yandong Li, Nataniel Ruiz, Xuhui Jia, Ming-Wei Chang, William W. Cohen
2023 J jnl
Subject-driven Text-to-Image Generation via Apprenticeship Learning.
CoRR
Wenhu Chen, Hexiang Hu, Yandong Li, Nataniel Ruiz, Xuhui Jia, Ming-Wei Chang, William W. Cohen
2023 J jnl
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs.
CoRR
Viraj Shah, Nataniel Ruiz, Forrester Cole, Erika Lu, Svetlana Lazebnik, Yuanzhen Li, Varun Jampani
2022 J jnl
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation.
CoRR
Nataniel Ruiz, Yuanzhen Li, Varun Jampani, Yael Pritch, Michael Rubinstein, Kfir Aberman
2022 A* conf
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing.
NeurIPS
Nataniel Ruiz, Sarah A. Bargal, Cihang Xie, Kate Saenko, Stan Sclaroff
2022 J jnl
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing.
CoRR
Nataniel Ruiz, Sarah Adel Bargal, Cihang Xie, Kate Saenko, Stan Sclaroff
2022 — conf
Human Body Measurement Estimation with Adversarial Augmentation.
3DV
Nataniel Ruiz, Miriam Bellver, Timo Bolkart, Ambuj Arora, Ming C. Lin, Javier Romero, Raja Bala
2022 J jnl
Human Body Measurement Estimation with Adversarial Augmentation.
CoRR
Nataniel Ruiz, Miriam Bellver, Timo Bolkart, Ambuj Arora, Ming C. Lin, Javier Romero, Raja Bala
2022 A* conf
Simulated Adversarial Testing of Face Recognition Models.
CVPR
Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal, Alan L. Yuille, Stan Sclaroff
2021 J jnl
Examining the Human Perceptibility of Black-Box Adversarial Attacks on Face Recognition.
CoRR
Benjamin Spetter-Goldstein, Nataniel Ruiz, Sarah Adel Bargal
2021 B conf
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System.
FG
Nataniel Ruiz, Hao Yu, Danielle Allessio, Mona Jalal, Ajjen Joshi, Thomas J. Murray, John J. Magee, Jacob Whitehill, Vitaly Ablavsky, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke
2021 A conf
MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias.
BMVC
Nataniel Ruiz, Barry-John Theobald, Anurag Ranjan, Ahmed Hussen Abdelaziz, Nicholas Apostoloff
2021 J jnl
Simulated Adversarial Testing of Face Recognition Models.
CoRR
Nataniel Ruiz, Adam Kortylewski, Weichao Qiu, Cihang Xie, Sarah Adel Bargal, Alan L. Yuille, Stan Sclaroff
2020 A* conf
Detecting Attended Visual Targets in Video.
CVPR
Eunji Chong, Yongxin Wang, Nataniel Ruiz, James M. Rehg
2020 J jnl
Detecting Attended Visual Targets in Video.
CoRR
Eunji Chong, Yongxin Wang, Nataniel Ruiz, James M. Rehg
2020 — conf
Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems.
ECCV Workshops (4)
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff
2020 J jnl
Disrupting Deepfakes: Adversarial Attacks Against Conditional Image Translation Networks and Facial Manipulation Systems.
CoRR
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff
2020 J jnl
Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System.
CoRR
Nataniel Ruiz, Mona Jalal, Vitaly Ablavsky, Danielle Allessio, John J. Magee, Jacob Whitehill, Ivon Arroyo, Beverly P. Woolf, Stan Sclaroff, Margrit Betke
2020 J jnl
MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias.
CoRR
Nataniel Ruiz, Barry-John Theobald, Anurag Ranjan, Ahmed Hussen Abdelaziz, Nicholas Apostoloff
2020 J jnl
Protecting Against Image Translation Deepfakes by Leaking Universal Perturbations from Black-Box Neural Networks.
CoRR
Nataniel Ruiz, Sarah Adel Bargal, Stan Sclaroff
2019 J jnl
Detecting Gaze Towards Eyes in Natural Social Interactions and its Use in Child Assessment.
CoRR
Eunji Chong, Katha Chanda, Zhefan Ye, Audrey Southerland, Nataniel Ruiz, Rebecca M. Jones, Agata Rozga, James M. Rehg
2019 — conf
Learning To Simulate.
ICLR (Poster)
Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker
2018 — conf
Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency.
ECCV (5)
Eunji Chong, Nataniel Ruiz, Yongxin Wang, Yun Zhang, Agata Rozga, James M. Rehg
2018 J jnl
Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency.
CoRR
Eunji Chong, Nataniel Ruiz, Yongxin Wang, Yun Zhang, Agata Rozga, James M. Rehg
2018 — conf
Fine-Grained Head Pose Estimation Without Keypoints.
CVPR Workshops
Nataniel Ruiz, Eunji Chong, James M. Rehg
2018 J jnl
Learning To Simulate.
CoRR
Nataniel Ruiz, Samuel Schulter, Manmohan Chandraker
2018 J jnl
Learning to Localize and Align Fine-Grained Actions to Sparse Instructions.
CoRR
Meera Hahn, Nataniel Ruiz, Jean-Baptiste Alayrac, Ivan Laptev, James M. Rehg
2017 J jnl
Detecting Gaze Towards Eyes in Natural Social Interactions and Its Use in Child Assessment.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Eunji Chong, Katha Chanda, Zhefan Ye, Audrey Southerland, Nataniel Ruiz, Rebecca M. Jones, Agata Rozga, James M. Rehg
2017 J jnl
Dockerface: an easy to install and use Faster R-CNN face detector in a Docker container.
CoRR
Nataniel Ruiz, James M. Rehg
2017 J jnl
Fine-Grained Head Pose Estimation Without Keypoints.
CoRR
Nataniel Ruiz, Eunji Chong, James M. Rehg