Sumith Kulal

6 papers · 2019–2024 · 3 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 (24) 🐣 Hot Topic Early Bird

Venues

CVPR (3) NeurIPS (2) ICML (1)

Top co-authors

Jiajun Wu (4) Alex Aiken (4) Jiayuan Mao (2) Harry Saini (1) Yam Levi (1) Jonas Müller (1) Tim Brooks (1) Axel Sauer (1) Zion English (1) Patrick Esser (1)

Research topics

Computer Vision (5) Deep Learning (5) Machine Learning (3) Analysis (3) Generation (3) Learning Types · Deep Learning (3) Models (3) Artificial Intelligence (2) Core AI (2) Learning Types · Machine Learning (2) Processing (2) Computer Science (1) Applications (1) Architectures (1) Core Methods (1)

Keywords

human motion (2) diffusion model (2) representation learning (2) video synthesis (2) pose estimation (1) scene understanding (1) 3d reconstruction (1) video prediction (1) semi-supervised learning (1) video generation (1) self-supervised learning (1) text-to-image synthesis (1) code generation (1) 3d vision (1) video understanding (1) image synthesis (1) transformer (1) human pose estimation (1) program synthesis (1) motion synthesis (1)

Papers

Scaling Rectified Flow Transformers for High-Resolution Image Synthesis ICML 2024 Putting People in Their Place: Affordance-Aware Human Insertion Into Scenes CVPR 2023 Programmatic Concept Learning for Human Motion Description and Synthesis CVPR 2022 Unsupervised Learning of Shape Programs with Repeatable Implicit Parts NeurIPS 2022 Hierarchical Motion Understanding via Motion Programs CVPR 2021 SPoC: Search-based Pseudocode to Code NeurIPS 2019