Shobhita Sundaram

3 papers · 2023–2025 · 2 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) ❓ The Questioner

Venues

NeurIPS (2) ICLR (1)

Top co-authors

Phillip Isola (3) Lucy Chai (2) Netanel Tamir (2) Stephanie Fu (2) Julia Chae (1) Lukas Muttenthaler (1) Trevor Darrell (1) Yonglong Tian (1) Sara Beery (1) Richard Zhang (1)

Research topics

Machine Learning (3) Core Methods (3) Computer Vision (2) Deep Learning (2) Analysis (2) Learning Types · Machine Learning (2) Interdisciplinary (1) Application Areas (1) Cognitive Science (1) Core AI (1) Learning Types · Deep Learning (1) Models (1)

Keywords

representation learning (3) synthetic data (2) perceptual similarity (2) image generation (1) transfer learning (1) human perception (1) image retrieval (1) depth estimation (1) downstream task (1) vision model (1) vision representation (1) perceptual alignment (1) human similarity judgment (1) semantic content (1) personalized representation (1) similarity judgment (1) contrastive learning (1) semantic segmentation (1)

Papers

Personalized Representation from Personalized Generation ICLR 2025 When does perceptual alignment benefit vision representations? NeurIPS 2024 DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data NeurIPS 2023