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ScM CS student at Brown University. Studying deep learning and AI with applications in computational neuroscience. Also interested in reinforcement learning!
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Brown University
- Providence, RI
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09:42
(UTC -04:00) - in/vipul-sharma9
Highlights
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Automatic-Emotion-Recognition-on-DEAP-Dataset
Automatic-Emotion-Recognition-on-DEAP-Dataset PublicThe project uses EEG signals from the DEAP Dataset to classify emotions into 4 classes using Ensembled 1-D CNNs, LSTMs and 2D , 3D CNNs and Cascaded CNNs with LSTMs.
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Contextual-Bandits-with-Pseudocounts-based-Exploration-for-Mitigating-Shortcut-Learning
Contextual-Bandits-with-Pseudocounts-based-Exploration-for-Mitigating-Shortcut-Learning PublicFeatures used by ANNs often differ from humans, they prefer more available features (pixel footprint) even if they are less or similarly predictive as the core ones. The project uses exploration & …
Python
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