Hi, I'm Arka đź‘‹
M.Tech. research student at IISc, Bengaluru
Contents
Bio
I'm currently a First year MTech research student in the Computational and Data Science dept. of Indian Institute of Science, Bangalore working with Visual Computing Lab and Vision and AI Lab under the joint supervision of Asst. Prof. Anirban Chakraborty and Prof. R. Venkatesh BabuÂ
I completed my graduation in C.S Engg. from Sardar Patel Institute of Technology, Andheri in 2022, and subsequently joined Barclays as a Graduate Analyst and worked for ~1 yr before pursuing masters. My first paper on Fire Class Detection, won the IAPR best paper for CVIP 22.
My research interests lie in Conditional Generative Modeling, Multi-Modal Learning, 3D Vision, Active Learning, Latent knowledge and explainability. Please feel free to reach out if you are interested in brainstorming ideas in any of these, and related directions!
Relevant Courses
Credited Courses
DS 265 Deep Learning and Computer Vision (ongoing)
E1 222 Stochastic Models and Applications ( 8/10 GPA )
E9 241 Digital Image Processing ( 8/10 GPA )
E0 230 Computational Methods in Optimization ( 7/10 GPA )
Audited Courses
E2 335 Topics in Artificial Intelligence
E1 213 Pattern Recognition and Neural Networks
E0 298 Linear Algebra and Its Applications
Skills
Pandas, Numpy, Scipy, Sklearn, Pytorch, Fastai, Python, MachineLearning, DeepLearning, MySQL
Ongoing Projects
3D Human Pose Estimation with Active Learning
Research
Extract 3D pose information from SD models.
Propose an effective Active learning strategy to do Pose Estimation with limited data.
Editing with Rich-text in 3D Gaussian Splatting
Research
Evaluate current editing and guidance mechanisms.
Propose a robust guidance mechanism for editing Gaussians with rich-text
Contact Details
Email - arkahaldi@iisc.ac.in
Address - Room 09, PD Block, IISc Gymnasium, Malleshwaram, IISc, Bengaluru - 560012
Phone - +91 9497327717