Sourya Basu

3 papers · 2021–2023 · 3 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

AAAI (1) ICLR (1) NeurIPS (1)

Top co-authors

Lav R. Varshney (3) Payel Das (2) Prasanna Sattigeri (2) Vijil Chenthamarakshan (2) Pulkit Katdare (1) Kush R. Varshney (1) Govardana Sachitanandam Ramachandran (1) Karthikeyan Natesan Ramamurthy (1) Katherine Driggs-Campbell (1) Nitish Shirish Keskar (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Techniques (2) Machine Learning (1) Natural Language Processing (1) Application Areas (1) Generation (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

pre-trained model (2) transfer learning (2) natural language generation (1) text generation (1) group theory (1) compositional generalization (1) language model (1) equivariant learning (1) group equivariance (1) nucleus sampling (1) group equivariant fine-tuning (1) top-k sampling (1) text decoding (1) representation learning (1) perplexity control (1) image classification (1)

Papers

Efficient Equivariant Transfer Learning from Pretrained Models NeurIPS 2023 Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023 MIROSTAT: A NEURAL TEXT DECODING ALGORITHM THAT DIRECTLY CONTROLS PERPLEXITY ICLR 2021