Research

I am an undergraduate student with research interests in Computer Vision (CV) and Machine Learning (ML). My focus is on building robust AI systems that can understand multimodal data with minimal supervision.

Instant Video Models: Universal Adapters for Stabilizing Image-Based Networks

When applied sequentially to video, frame-based networks often exhibit temporal inconsistency – for example, outputs...

Quanta Neural Networks: From Photons to Perception

Quanta image sensors record individual photons, enabling capabilities like imaging in near-complete darkness and ultra-high-speed...