Tracking without re-recognition in humans and machines

D Linsley, G Malik, J Kim… - Advances in …, 2021 - proceedings.neurips.cc
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 …

Machine learning heuristics on gingivobuccal cancer gene datasets reveals key candidate attributes for prognosis

T Singh, G Malik, S Someshwar, HTT Le, R Polavarapu… - Genes, 2022 - mdpi.com
Delayed cancer detection is one of the common causes of poor prognosis in the case of
many cancers, including cancers of the oral cavity. Despite the improvement and …

Robustness of humans and machines on object recognition with extreme image transformations

D Crowder, G Malik - arXiv preprint arXiv:2205.05167, 2022 - arxiv.org
Recent neural network architectures have claimed to explain data from the human visual
cortex. Their demonstrated performance is however still limited by the dependence on …

Extreme image transformations affect humans and machines differently

G Malik, D Crowder, E Mingolla - Biological Cybernetics, 2023 - Springer
Some recent artificial neural networks (ANNs) claim to model aspects of primate neural and
human performance data. Their success in object recognition is, however, dependent on …

[PDF][PDF] Supplementary Information: Tracking Without Re-recognition in Humans and Machines

D Linsley, G Malik, J Kim, LN Govindarajan, E Mingolla… - proceedings.neurips.cc
In this work we tested a relatively small number of PathTracker versions. We mostly focused
on small variations to the number of distractors and video length, but in future work we hope …

[PDF][PDF] Machine Learning Heuristics on Gingivobuccal Cancer Gene Datasets Reveals Key Candidate Attributes for Prognosis. Genes 2022, 13, 2379

T Singh, G Malik, S Someshwar, HTT Le, R Polavarapu… - 2022 - researchgate.net
Delayed cancer detection is one of the common causes of poor prognosis in the case of
many cancers, including cancers of the oral cavity. Despite the improvement and …