Aaron Hertzmann

15 papers · 2013–2025 · 5 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.

Achievements

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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird

🧬 Topic Evolution 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 📈 Trend Setter 🌈 Renaissance Researcher (5) 💎 Century Club · Bronze 🗃️ Keyword Collector (83)

Venues

CVPR (5) ICCV (4) NeurIPS (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)

Research topics

Computer Vision (9) Deep Learning (9) Models (7) Generation (5) Machine Learning (4) Analysis (4) Architectures (4) Core Methods (4) Artificial Intelligence (3) Computer Science (3) Mathematics & Optimization (3) Applications (3) Processing (3) Robotics (2) Capabilities (2)

Keywords

neural rendering (2) 3d shape (2) style transfer (2) line drawing (2) generative adversarial network (2) human motion (2) principal component analysis (1) pose estimation (1) 3d reconstruction (1) image synthesis (1) image translation (1) machine unlearning (1) stylized rendering (1) 3d vision (1) variational inference (1) marginal likelihood (1) neural architecture (1) image-to-image translation (1) hyperparameter optimization (1) image generation (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 NeurIPS 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 Contact and Human Dynamics from Monocular Video ECCV 2020 GANSpace: Discovering Interpretable GAN Controls NeurIPS 2020 Neural Contours: Learning to Draw Lines From 3D Shapes CVPR 2020 Im2Pencil: Controllable Pencil Illustration From Photographs CVPR 2019 LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators ICLR 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 NeurIPS 2013