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Sudarshan Regmi I am an independent researcher based in Nepal. My research interests revolve around trustworthy machine learning. I obtained my Bachelor degree in 2022 from Department of Electronics and Computer Engineering at Pulchowk Campus, Tribhuvan University. I'm interested in developing solutions that enhance the reliability and safety of deep learning models for real-world deployment. In general, I am motivated by the application of deep learning in safety critical applications such as healthcare. Recently, I have developed a keen interest in the safety and alignment aspects of foundation models. I am actively seeking GRA positions to conduct CV/ML research starting Fall 2025. Please feel free to reach out in any case via email or linkedin. |
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True wisdom is recognizing what you know, Research |
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T2FNorm: Train-time Feature Normalization for OOD Detection in Image Classification
Sudarshan Regmi, Bibek Panthi, Sakar Dotel, Prashnna K Gyawali, Danail Stoyanov, Binod Bhattarai Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops PDF | Code |
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ReweightOOD: Loss Reweighting for Distance-based OOD Detection
Sudarshan Regmi, Bibek Panthi, Yifei Ming, Prashnna K Gyawali, Danail Stoyanov, Binod Bhattarai Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops PDF | Code |
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Neural Network Pruning for Real-Time Polyp Segmentation
Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai Annual Conference on Medical Image Understanding and Analysis |
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CholecTriplet2022: Show me a tool and tell me the triplet
Chinedu Innocent Nwoye .., Sudarshan Regmi, .., Nicolas Padoy Medical Image Analysis |
MiscellaneousOutside of research, I like watching/playing cricket and hiking. I also frequently enjoy revisiting Tolkien's Middle-earth. I enjoy comedy shows like South Park and Family Guy. After all, what is life without a touch of humor? 😉 
Lucky welcomes you!
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