Search Results for author: Girik Malik

Found 7 papers, 1 papers with code

Extreme Image Transformations Affect Humans and Machines Differently

no code implementations30 Nov 2022 Girik Malik, Dakarai Crowder, Ennio Mingolla

We introduce a set of novel image transforms inspired by neurophysiological findings and evaluate humans and ANNs on an object recognition task.

Object Recognition

Solving Royal Game of Ur Using Reinforcement Learning

2 code implementations23 Aug 2022 Sidharth Malhotra, Girik Malik

Reinforcement Learning has recently surfaced as a very powerful tool to solve complex problems in the domain of board games, wherein an agent is generally required to learn complex strategies and moves based on its own experiences and rewards received.

Board Games reinforcement-learning +1

Robustness of Humans and Machines on Object Recognition with Extreme Image Transformations

no code implementations9 May 2022 Dakarai Crowder, Girik Malik

Recent neural network architectures have claimed to explain data from the human visual cortex.

Object Recognition

The Challenge of Appearance-Free Object Tracking with Feedforward Neural Networks

no code implementations30 Sep 2021 Girik Malik, Drew Linsley, Thomas Serre, Ennio Mingolla

Here, we introduce $\textit{PathTracker}$, a visual challenge inspired by cognitive psychology, which tests the ability of observers to learn to track objects solely by their motion.

Object Object Recognition +1

Tracking Without Re-recognition in Humans and Machines

no code implementations NeurIPS 2021 Drew Linsley, Girik Malik, Junkyung Kim, Lakshmi N Govindarajan, Ennio Mingolla, Thomas Serre

For this, we introduce PathTracker, a synthetic visual challenge that asks human observers and machines to track a target object in the midst of identical-looking "distractor" objects.

Decision Making Object +2

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