Manish Dhakal
Presidential Fellow- Biography
Manish Dhakal is pursuing his Ph.D. in Computer Science at Georgia State University, specializing in computer vision and natural language processing. He graduated from the Institute of Engineering, Pulchowk Campus, Tribhuvan University, Nepal, with a bachelor’s degree in computer engineering. Dhakal’s previous research works encompass computer-assisted learning of medical image analysis incorporating multimodal learning, especially with vision-language models.
- Publications
- VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight BlocksManish Dhakal, Rabin Adhikari, Safal Thapaliya, Bishesh KhanalIn Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024Exploring Transfer Learning in Medical Image Segmentation using Vision-Language ModelsKanchan Poudel, Manish Dhakal, Prasiddha Bhandari, Rabin Adhikari, Safal Thapaliya, Bishesh KhanalIn Medical Imaging with Deep Learning (MIDL), 2024Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in EchocardiographyRabin Adhikari, Manish Dhakal, Safal Thapaliya, Kanchan Poudel, Prasiddha Bhandari, Bishesh KhanalIn International Workshop on Advances in Simplifying Medical Ultrasound (ASMUS), 2023Automatic speech recognition for the Nepali language using CNN, bidirectional LSTM and ResNetManish Dhakal, Arman Chhetri, Aman Kumar Gupta, Prabin Lamichhane, Suraj Pandey, Subarna ShakyaIn International Conference on Inventive Computation Technologies (ICICT), 2022