AkshitSingh

I'm a Master's student in Computer Science at Dartmouth College. Before that, I earned my undergraduate degree at IIT Jodhpur. Along the way, I've interned at MIT CSAIL, Texas State University, HyperVerge and IIT Jodhpur, each one adding a new piece to how I think about research.

My work has been published at CVPR and AAAI, and I had the honor of presenting an oral at ACCV. I've also worked as an independent researcher, and I loved the freedom to choose my own questions and follow them wherever they led.

Above all, I care about problems that affect people and society. The interests below come from my work so far, but they will keep changing as I find new problems worth solving.

• Test-time learning for AIModels that adapt and improve themselves at inference, without ground-truth labels.
• Long-context multimodal reasoningReasoning across long sequences of images, video and text.
• Active vision and roboticsGeneralizable robots, test-time learning for robotics, implicit surfaces and LiDAR mapping.

• Oct 2026New pre-print Architectural Sampling is out.
• 2026TTRV accepted to CVPR 2026 as first author.
• Jul 2025Joined MIT CSAIL as a student researcher.
• May 2025Graduated with a B.Tech in Electrical Engineering from IIT Jodhpur.

Always up for a conversation about test-time learning, multimodal reasoning, robotics, or a collaboration waiting to happen.