Akash Kumbar

Hi There!!

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I’m Akash Kumbar, a robotics research student working under Prof. K. Madhava Krishna. My work sits at the intersection of 3D computer vision, representation learning, and robotics; building intelligent systems that can perceive, understand, and act in the real world.

I’m deeply curious about how machines see and learn, and I’m driven by the challenge of pushing robotics closer to or beyond human-level perception and autonomy. Whether it’s designing better representations for vision or exploring new learning methods, my goal is to develop technologies that make robots more capable, adaptable, and impactful.

Beyond research, I’m always excited to collaborate, experiment with new ideas, and contribute to the broader conversation around AI and robotics.

news

Oct 14, 2025 I will attending ICCV-2025 in Honolulu, Hawaii to present my accepted paper!
Jun 25, 2025 My paper “Leveraging 2D Priors and SDF Guidance for Urbam Scene Rendering:red_car:” has been accepted in “ICCV-2025”:confetti_ball:
Jul 30, 2024 I have started my Masters(by Research) at RRC, IIIT-Hyderabad under the guidance of Prof. Madhava Krishna
Aug 8, 2023 ASUR3D, my work on neural implicit representation based point cloud upsampling accepted at ICCVW-2023
Aug 7, 2023 TP-NoDE, my work on topology aware point cloud upsampling accepted at ICCVW-2023