Presentations/Talks
Research Presentation
Poster Presentation. Active label refinement for robust training of imbalanced medical image classification tasks in the presence of high label noise at International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024, Marrakesh, Morocco.
Oral Presentation. Investigating the robustness of vision transformers against label noise in medical image classification at 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2024, Orlando, Florida, USA.
Short Talk. Showcased my PhD research on Improving Medical Image Classification in Noisy Labels using Self-supervised Pretraining at Industrial Associates Fall 2023 Symposium, Rochester, NY.
Poster Presentation. Improving medical image classification in noisy labels using only self-supervised pretraining at Data Engineering in Medical Imaging workshop, MICCAI, 2023, Vancouver, Canada.
Oral Presentation. M-VAAL: Multimodal variational adversarial active learning for downstream medical image analysis tasks Conference on Medical Image Understanding and Analysis (MIUA) 2023, Aberdeen, UK.
Poster Presentation. Investigating the impact of class-dependent label noise in medical image classification at SPIE, Medical Imaging 2023, San Diego, California, US.
- Poster Presentation. How Does Heterogeneous Label Noise Impact Generalization in Neural Nets?
- In International Symposium on Visual Computing [Online], 2021
- In IEEE Western NY Signal Processing Workshop, Rochester, NY, 2021
Oral Presentation. Automatic Cobb Angle Detection using Vertebra Detector and Vertebra Corners Regression. In MICCAI 2019 Challenge on Accurate Automated Spinal Curvature Estimation & Workshop on Computational Methods and Clinical Applications for Spine Imaging. Shenzhen, China, 2019.
- Oral Presentation. Mental State Prediction by Deployment of Trained SVM Model on EEG Brain Signal. In 2018 IEEE 3rd International Conference on Computing, Communication and Security (ICCCS). Pulchowk Campus, Kathmandu, Nepal, 2018.
Other
Invited guest talk, NPLAcademia’s Second Session: Exploring PhD/MS Opportunities in USA, 2025
Invited talk, NAAMII Annual AI School Information session: Experience sharing, 2024