Manish Dhakal

PhD Student, Georgia State University

manish.jpg

Atlanta, Georgia, USA

Computer Vision and Natural Language Processing

Hello, I’m Manish Dhakal, a PhD Student at Georgia State University, under the supervision of Dr. Yi Ding and Dr. Raj Sunderraman. I am working as a Graduate Research Assistant (GRA) for computer science department, specializing in the applications of artificial intelligence and deep learning for computer vision and natural language processing research.

My desire to contribute to these sectors and investigate cutting-edge solutions is motivated by a sincere curiosity. I’m pursuing to further my knowledge and give back to the ML/AI community.

News

Sep 20, 2024 TuneVLSeg has been accepted for oral presentation at ACCV, 2024.
Aug 23, 2024 Awarded with LMIC Travel Grant by MICCAI, 2024, to present our research work.
Jun 18, 2024 VLSM-Adapter research paper has been accepted for the main conference of MICCAI, 2024.
Apr 25, 2024 Joining the computer science Ph.D. program of Georgia State University (GSU) for the Fall’24, as a graduate research assistant.
Apr 06, 2024 Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models has been accepted for MIDL, 2024.

Selected Publications

  1. ACCV
    TuneVLSeg: Prompt Tuning Benchmark for Vision-Language Segmentation Models
    Rabin AdhikariSafal ThapaliyaManish Dhakal, and 1 more author
    arXiv preprint arXiv:2410.05239, 2024
  2. MIDL
    Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models
    Kanchan PoudelManish DhakalPrasiddha Bhandari, and 3 more authors
    arXiv preprint arXiv:2308.07706, 2024