Nataniel Ruiz
18 papers · 2018–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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Research topics
Deep Learning
(12)
Computer Vision
(11)
Models
(9)
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI Β· Artificial Intelligence
(7)
Generation
(7)
Analysis
(5)
Processing
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Learning Types Β· Deep Learning
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Learning Types Β· Machine Learning
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Architectures
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Core AI Β· Computer Vision
(2)
Optimization & Theory
(2)
Keywords
diffusion model
(5)
image generation
(3)
subject-driven generation
(3)
text-to-image generation
(2)
video understanding
(1)
object detection
(1)
style transfer
(1)
in-context learning
(1)
domain adaptation
(1)
face recognition
(1)
text-to-image synthesis
(1)
image editing
(1)
image translation
(1)
masked training
(1)
query efficiency
(1)
video generation
(1)
video analysis
(1)
optimal control
(1)
multi-view learning
(1)
imitation learning
(1)
Papers
MotionV2V: Editing Motion in a Video
CVPR 2026
Magic Insert: Style-Aware Drag-and-Drop
ICCV 2025
RB-Modulation: Training-Free Stylization using Reference-Based Modulation
ICLR 2025
ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning
CVPR 2025
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
ICLR 2025
Unbounded: A Generative Infinite Game of Character Life Simulation
ICLR 2025
HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models
CVPR 2024
ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs
ECCV 2024
DreamBooth3D: Subject-Driven Text-to-3D Generation
ICCV 2023
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
CVPR 2023
Practical Disruption of Image Translation Deepfake Networks
AAAI 2023
StyleDrop: Text-to-Image Synthesis of Any Style
NeurIPS 2023
Subject-driven Text-to-Image Generation via Apprenticeship Learning
NeurIPS 2023
Finding Differences Between Transformers and ConvNets Using Counterfactual Simulation Testing
NeurIPS 2022
Simulated Adversarial Testing of Face Recognition Models
CVPR 2022
Detecting Attended Visual Targets in Video
CVPR 2020
Learning To Simulate
ICLR 2019
Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency
ECCV 2018