Karan Sapra

5 papers · 2019–2025 · 3 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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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ICLR (2) ECCV (1)

Top co-authors

Bryan Catanzaro (3) Andrew Tao (3) Guilin Liu (2) Yaser Yacoob (1) Fuxiao Liu (1) De-An Huang (1) Zhiding Yu (1) Hongxu Yin (1) Arun Mallya (1) Shawn Newsam (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Computer Vision (2) Deep Learning (2) Analysis (2) Application Areas (2) Core AI (1) Core Methods (1) Generation (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Processing (1)

Keywords

federated learning (1) semantic segmentation (1) image generation (1) model combination (1) video prediction (1) data augmentation (1) image synthesis (1) conditional generation (1) instance segmentation (1) generative model (1) data heterogeneity (1) personalized model (1) multimodal large language model (1) photorealistic rendering (1) parameter efficiency (1) vision encoder (1) visual token (1) panoptic segmentation (1) conditional synthesis (1) semantic map (1)

Papers

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders ICLR 2025 Personalized Federated Learning with First Order Model Optimization ICLR 2021 Panoptic-Based Image Synthesis CVPR 2020 World-Consistent Video-to-Video Synthesis ECCV 2020 Improving Semantic Segmentation via Video Propagation and Label Relaxation CVPR 2019