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description=Srikrishna Karanam — computer vision and machine learning research, deployed AI products, patents, publications, and academic service.;

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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 email google scholar patents 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 adobe brand intelligence brand aware ai for agentic marketing scales consistent brand expression across content workflows adobe genstudio express one click brand setup automatically converts existing brand assets into reusable brand systems for content creation adobe express apply brand recolor graphics applies brand colors automatically while preserving graphic structure and visual identity adobe acrobat on brand generate cover page automatically design a cover page that matches your document s brand colors uai vision automatic patient positioning real time contactless scanning deployed in hundreds of hospitals worldwide siemens easy spares idea ai powered visual identification of industrial spare parts streamlines maintenance and service workflows where it started phd research tag and track airport video analytics computer vision research developed into a real time multi camera system deployed for evaluation with the tsa 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 srikrishna karanam