Srikrishna Karanam

Srikrishna Karanam

I develop new computer vision and machine learning ideas and turn them into real-world AI products.

I'm Senior Research Scientist and Manager at Adobe Research India where I work on computer vision and related problems. I've previously worked at Siemens Research in Princeton, NJ and United Imaging Intelligence in Boston, MA. I've shipped AI features across diverse areas such as Enterprise AI, Healthcare, Industrial Automation, and Public Safety. I regularly publish in leading computer vision and machine learning venues and earned my PhD at RPI where my adviser was Prof. Rich Radke.

Shipped AI Enterprise · Healthcare
Industry · Public Safety
50+ Papers CVPR · ECCV · ICCV
and other leading venues
40+ Patents Across AI research
and products
Community Serving the Computer Vision
and Indian research community

Selected Product Impact

Selected Recent Papers

CVPR 2026 · Main Track pdf
Concept Regions Matter: Benchmarking CLIP with a New Cluster-Importance Approach
CVPR 2026 · Findings Track pdf
LiteEmbed: Adapting CLIP to Rare Classes
ACM MM 2025 pdf
CoCoNO: Attention Contrast-and-Complete for Initial Noise Optimization in Text-to-Image Synthesis
CVPR 2025 pdf
TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction
CVPR 2025 pdf
Composing Parts for Expressive Object Generation
ECCV 2024 pdf
SafaRi: Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation
AAAI 2024 pdf
CoPL: Contextual Prompt Learning for Vision-Language Understanding
ICCV 2023 pdf
A-STAR: Test-time Attention Segregation and Retention for Text-to-image Synthesis

Research Community

Recent academic service focused on the Computer Vision and Indian research community.

Program Chair
ACM CODS 2026 · ACM CODS 2025
Area Chair
CVPR 2026, 2022 · ECCV 2026 · WACV 2026–2024 · BMVC 2025–2024
Associate Editor
Pattern Recognition · 2021–