Aaron Hertzmann

15 papers · 2013–2025 · 5 conferences · across top CS/AI conferences

Achievements

+9 more ↓

🌍 Conference Polyglot (5) 🏃 Academic Marathon (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (5)

🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (37) 🏆 Keyword Champion 🧬 Topic Evolution 🌱 Topic Pioneer 🗃️ Keyword Collector (77) 💎 Century Club (15) 📈 Trend Setter

Conferences

CVPR (5) ICCV (4) NIPS (3) ECCV (2) ICLR (1)

Top co-authors

Jimei Yang (4) Jun-Yan Zhu (2) Leonidas J. Guibas (2) Eli Shechtman (2) Evangelos Kalogerakis (2) Difan Liu (2) Sylvain Paris (2) Ruben Villegas (2) Davis Rempe (2) Chen Fang (2)

Keywords

neural rendering (2) human motion (2) 3d shape (2) line drawing (2) style transfer (2) principal component analysis (1) pose estimation (1) 3d reconstruction (1) image synthesis (1) 3d vision (1) image translation (1) machine unlearning (1) stylized rendering (1) variational inference (1) neural architecture (1) image-to-image translation (1) hyperparameter optimization (1) marginal likelihood (1) image generation (1) unsupervised learning (1)

Papers

MaDCoW: Marginal Distortion Correction for Wide-Angle Photography with Arbitrary Objects CVPR 2025 Data Attribution for Text-to-Image Models by Unlearning Synthesized Images NIPS 2024 Contact-Aware Retargeting of Skinned Motion ICCV 2021 HuMoR: 3D Human Motion Model for Robust Pose Estimation ICCV 2021 Neural Strokes: Stylized Line Drawing of 3D Shapes ICCV 2021 Aligning and Projecting Images to Class-conditional Generative Networks ECCV 2020 GANSpace: Discovering Interpretable GAN Controls NIPS 2020 Neural Contours: Learning to Draw Lines From 3D Shapes CVPR 2020 Contact and Human Dynamics from Monocular Video ECCV 2020 LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators ICLR 2019 Im2Pencil: Controllable Pencil Illustration From Photographs CVPR 2019 BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography ICCV 2017 Controlling Perceptual Factors in Neural Style Transfer CVPR 2017 User-Specific Hand Modeling from Monocular Depth Sequences CVPR 2014 Efficient Optimization for Sparse Gaussian Process Regression NIPS 2013