Siddhartha Chaudhuri

24 papers · 2017–2026 · 6 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (37) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Keyword Champion (2) 🤝 Dynamic Duo (13) 🧬 Topic Evolution 🚀 Conference Pioneer 🔥 Unstoppable · Silver ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🗃️ Keyword Collector (115)

Venues

CVPR (13) ECCV (5) ICCV (3) ICLR (1) ICML (1) IJCAI (1)

Top co-authors

Vladimir G. Kim (13) Noam Aigerman (8) Matthew Fisher (7) Zhiqin Chen (5) Hao Zhang (4) Daniel Ritchie (4) Sanjeev Muralikrishnan (4) Wang Yifan (3) Evangelos Kalogerakis (3) Melinos Averkiou (2)

Research topics

Deep Learning (14) Computer Vision (13) Machine Learning (13) Analysis (10) Architectures (8) Core Methods (8) Generation (8) Learning Types · Machine Learning (8) Models (5) Learning Types · Deep Learning (4) Computer Science (3) Application Areas (3) Applications (3) Processing (3) Core AI (2)

Keywords

point cloud (4) neural network (3) shape segmentation (3) representation learning (2) 3d shape generation (2) 3d vision (2) graph neural network (2) convolutional neural network (2) shape deformation (2) shape decomposition (2) semantic segmentation (2) generative model (2) weakly supervised learning (2) neural network architecture (2) 3d shape reconstruction (2) data augmentation (1) 3d reconstruction (1) shape analysis (1) image classification (1) one-shot learning (1)

Papers

Illustrator's Depth: Monocular Layer Index Prediction for Image Decomposition CVPR 2026 Residual Primitive Fitting of 3D Shapes with SuperFrusta CVPR 2026 GenVDM: Generating Vector Displacement Maps From a Single Image CVPR 2025 "DECOLLAGE: 3D Detailization by Controllable, Localized, and Learned Geometry Enhancement" ECCV 2024 Learning to Infer Generative Template Programs for Visual Concepts ICML 2024 Temporal Residual Jacobians for Rig-free Motion Transfer ECCV 2024 Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly CVPR 2023 Glass: Geometric Latent Augmentation for Shape Spaces CVPR 2022 PatchRD: Detail-Preserving Shape Completion by Learning Patch Retrieval and Deformation ECCV 2022 The Shape Part Slot Machine: Contact-Based Reasoning for Generating 3D Shapes from Parts ECCV 2022 BuildingNet: Learning To Label 3D Buildings ICCV 2021 DECOR-GAN: 3D Shape Detailization by Conditional Refinement CVPR 2021 Joint Learning of 3D Shape Retrieval and Deformation CVPR 2021 Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases ICCV 2021 AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency Loss CVPR 2020 Affinity Graph Supervision for Visual Recognition CVPR 2020 Batch Decorrelation for Active Metric Learning IJCAI 2020 Neural Cages for Detail-Preserving 3D Deformations CVPR 2020 ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds ECCV 2020 BAE-NET: Branched Autoencoder for Shape Co-Segmentation ICCV 2019 Shape Unicode: A Unified Shape Representation CVPR 2019 Generalizing Across Domains via Cross-Gradient Training ICLR 2018 Tags2Parts: Discovering Semantic Regions From Shape Tags CVPR 2018 3D Shape Segmentation With Projective Convolutional Networks CVPR 2017