Aditya Kusupati

Computer Science · Physical Sciences

9h-index397citations47works1.12yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(14), Advanced Neural Network Applications(9), Radar Systems and Signal Processing(5), Multimodal Machine Learning Applications(5), Topic Modeling(4)

Publications47 total

Compressing Many-Shots in In-Context Learning
arXiv (Cornell University)·2025Open Access
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems
arXiv (Cornell University)·2025Open Access
Matryoshka Quantization
arXiv (Cornell University)·2025Open Access
From an Image to a Scene: Learning to Imagine the World from a Million 360 Videos
arXiv (Cornell University)·2024Open Access
MatMamba: A Matryoshka State Space Model
arXiv (Cornell University)·2024Open Access
ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition
arXiv (Cornell University)·2024Open Access
Mixture of Nested Experts: Adaptive Processing of Visual Tokens
arXiv (Cornell University)·2024· 2 citedOpen Access
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
arXiv (Cornell University)·2024· 1 citedOpen Access
Gecko: Versatile Text Embeddings Distilled from Large Language Models
arXiv (Cornell University)·2024· 9 citedOpen Access
MatFormer: Nested Transformer for Elastic Inference
2024· 2 cited
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
2024
Towards Adaptive Intelligence
ResearchWorks at the University of Washington (University of Washington)·2024Open Access
From an Image to a Scene: Learning to Imagine the World from a Million 360° Videos
2024· 1 cited
ActionAtlas: A VideoQA Benchmark for Domain-specialized Action Recognition
2024· 1 cited
Are "Hierarchical" Visual Representations Hierarchical?
arXiv (Cornell University)·2023Open Access
SHARCS: Efficient Transformers through Routing with Dynamic Width Sub-networks
arXiv (Cornell University)·2023· 1 citedOpen Access
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval
arXiv (Cornell University)·2023Open Access
MatFormer: Nested Transformer for Elastic Inference
arXiv (Cornell University)·2023· 3 citedOpen Access
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
arXiv (Cornell University)·2023· 10 citedOpen Access
Objaverse-XL: A Universe of 10M+ 3D Objects
arXiv (Cornell University)·2023· 36 citedOpen Access
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Frequent Co-authors

Ali Farhadi(24), Matthew Wallingford(13), Sham M. Kakade(12), Prateek Jain(11), Manik Varma(11), Vivek Ramanujan(9), Aniruddha Kembhavi(8), Dhrubojyoti Roy(7), Sangeeta Srivastava(7), Pranshu Jain(7), Anish Arora(7), Hannaneh Hajishirzi(6), Prateek Jain(5), Mohammadreza Salehi(5), Raghav Somani(4), Alan Fan(4), Inderjit S. Dhillon(4), Roozbeh Mottaghi(4), Ranjay Krishna(4), Matt Deitke(3)