Girik Malik — accepted AI-conference papers

2025

Tracking objects that change in appearance with phase synchrony

Sabine Muzellec, Drew Linsley, Alekh Karkada Ashok, Ennio Mingolla, Girik Malik, Rufin VanRullen +1

ICLR 2025poster

Objects we encounter often change appearance as we interact with them. Changes in illumination (shadows), object pose, or the movement of non-rigid objects can drastically alter available image features. How do biological visual systems track objects as they change? One plausible mechanism involves…

Cited by 1 Source ↗PDF ↗Scholar ↗

2021

Tracking Without Re-recognition in Humans and Machines

Drew Linsley, Girik Malik, Junkyung Kim, Lakshmi Narasimhan Govindarajan, Ennio Mingolla, Thomas Serre

NeurIPS 2021poster

Imagine trying to track one particular fruitfly in a swarm of hundreds. Higher biological visual systems have evolved to track moving objects by relying on both their appearance and their motion trajectories. We investigate if state-of-the-art spatiotemporal deep neural networks are capable of the s…

Cited by 16 Source ↗PDF ↗Scholar ↗