Siddharth Seth

5 papers · 2020–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

CVPR (2) AAAI (1) NeurIPS (1) WACV (1)

Top co-authors

Jogendra Nath Kundu (4) Anirban Chakraborty (4) Varun Jampani (3) Pradyumna YM (2) R. Venkatesh Babu (2) Mugalodi Rakesh (2) Anirudh Jamkhandi (1) Marc Habermann (1) Adam Kortylewski (1) Christian Theobalt (1)

Research topics

Computer Vision (5) Analysis (5) Machine Learning (4) Learning Types · Machine Learning (4) Deep Learning (3) Learning Types · Deep Learning (2) Application Areas (1) Models (1)

Keywords

3d human pose estimation (4) self-supervised learning (3) pose disentanglement (2) domain adaptation (2) human pose estimation (2) video understanding (1) unsupervised domain adaptation (1) relation distillation (1) 3d pose estimation (1) diffusion model (1) out-of-distribution detection (1) denoising diffusion (1) kinematic structure (1) self-supervised adaptation (1) part segmentation (1) human skeleton (1) monocular image (1) synthetic-to-real adaptation (1) 3d human (1) clothing deformation (1)

Papers

PocoLoco: A Point Cloud Diffusion Model of Human Shape in Loose Clothing WACV 2025 Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation CVPR 2022 Non-local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation NeurIPS 2021 Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation AAAI 2020 Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis CVPR 2020