Sarthak Chandra

2 papers · 2022–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

ICML (1) NeurIPS (1)

Top co-authors

Ila Fiete (2) Sugandha Sharma (2) Abhiram Iyer (1)

Research topics

Artificial Intelligence (2) Interdisciplinary (2) Machine Learning (2) Cognitive Science (2) Core AI (2) Learning Types · Machine Learning (2) Deep Learning (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Science (1)

Keywords

representation learning (1) catastrophic forgetting (1) self-supervised learning (1) neural network model (1) energy function (1) hopfield network (1) grid cell (1) self-supervised geometric consistency (1) abstract velocity extraction (1) cognitive space mapping (1) cognitive mapping (1) content-addressable memory (1) abstract domain mapping (1) velocity integration (1) cognitive flexibility (1) memory scaffold (1) abstract domain (1) velocity extraction (1)

Papers

Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NeurIPS 2024 Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold ICML 2022