Articles by Shyam Subramanian

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Shyam Subramanian

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RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving

4 days ago by Wenqi Jiang and others

Information Retrieval, Artificial Intelligence

Star formation in interacting galaxy systems: UVIT imaging of NGC 7252 and NGC 5291

4 March 2025 by Geethika Santhosh and others

Astrophysics of Galaxies

Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding

21 February 2025 by Tian Jin and others

Computation and Language, Distributed, Parallel, and Cluster Computing

Huge Ensembles Part I: Design of Ensemble Weather Forecasts using Spherical Fourier Neural Operators

18 February 2025 by Ankur Mahesh and others

Atmospheric and Oceanic Physics, Machine Learning

Huge Ensembles Part II: Properties of a Huge Ensemble of Hindcasts Generated with Spherical Fourier Neural Operators

18 February 2025 by Ankur Mahesh and others

Machine Learning, Atmospheric and Oceanic Physics

An anisotropic plasma model of the heliospheric interface

10 February 2025 by Vladimir Florinski and others

Space Physics, Solar and Stellar Astrophysics

Robust model predictive control exploiting monotonicity properties

6 February 2025 by Moritz Heinlein and others

Systems and Control, Optimization and Control

Investigating the role of bars in quenching star formation using spatially resolved UV-optical colour maps

28 January 2025 by D. Renu and others at

Indian Institute of Astrophysics

Astrophysics of Galaxies

Effective Interplay between Sparsity and Quantization: From Theory to Practice

28 January 2025 by Simla Burcu Harma and others

Machine Learning, Artificial Intelligence

The Journey Matters: Average Parameter Count over Pre-training Unifies Sparse and Dense Scaling Laws

21 January 2025 by Tian Jin and others

Machine Learning, Computation and Language

Modeling of cement clinker production in a rotary kiln incorporating melting and aggregation of particles

17 January 2025 by Akanksha Dhayal and others

Chemical Engineering and Industrial Chemistry

Two-level Solar Irradiance Clustering with Season Identification: A Comparative Analysis

17 January 2025 by Roshni Agrawal and others

Machine Learning

AutoPresent: Designing Structured Visuals from Scratch

1 January 2025 by Jiaxin Ge and others

Computer Vision and Pattern Recognition, Computation and Language

Unraveling the kinematic and morphological evolution of the Small Magellanic Cloud

1 January 2025 by S. Dhanush and others

Astrophysics of Galaxies

Topological Entropy of Two Dimensional Turbulence

13 December 2024 by Amal Manoharan and others

Fluid Dynamics

Tracing Hierarchical Star Formation out to Kiloparsec Scales in Nearby Spiral Galaxies with UVIT

10 December 2024 by Gairola Shashank and others

Astrophysics of Galaxies

Topological Magnons on the Ferromagnetic Zigzag Lattice

27 November 2024 by Skandan Subramanian and others

Mesoscale and Nanoscale Physics, Materials Science

The Llama 3 Herd of Models

23 November 2024 by Aaron Grattafiori and others

Artificial Intelligence, Computation and Language

Using Language Models to Disambiguate Lexical Choices in Translation

8 November 2024 by Josh Barua and others at

UC Berkeley

Computation and Language, Artificial Intelligence

A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond

1 November 2024 by Junyu Chen and others

Image and Video Processing, Computer Vision and Pattern Recognition

Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning

28 October 2024 by Wuyang Chen and others

Machine Learning

TraveLER: A Modular Multi-LMM Agent Framework for Video Question-Answering

19 October 2024 by Chuyi Shang and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Effects of Firefighter Helmets on Cervical Intervertebral Kinematics: An OpenSim-Based Biomechanical Study

12 October 2024 by Giorgio Paulon and others at

Texas Tech University

Bioengineering

Pixtral 12B

10 October 2024 by Pravesh Agrawal and others

Computer Vision and Pattern Recognition, Computation and Language

Pixtral 12B

9 October 2024 by Pravesh Agrawal and others

Computer Vision and Pattern Recognition, Computation and Language

Quantum Channel Testing in Average-Case Distance

6 October 2024 by Gregory Rosenthal and others

Quantum Physics, Computational Complexity

Comprehensive Performance Modeling and System Design Insights for Foundation Models

30 September 2024 by Shashank Subramanian and others

Machine Learning, Distributed, Parallel, and Cluster Computing

Development and Validation of a Paralimbic Related Subcortical Brain Dysmaturation MRI Score in Infants with Congenital Heart Disease

27 September 2024 by W. Reynolds and others

Radiology and Imaging

UVIT Study of the MAgellanic Clouds (U-SMAC) II. A Far-UV catalog of the Small Magellanic Cloud: Morphology and Kinematics of young stellar population

20 September 2024 by Sipra Hota and others

Astrophysics of Galaxies

Hacking, The Lazy Way: LLM Augmented Pentesting

14 September 2024 by Dhruva Goyal and others

Cryptography and Security, Artificial Intelligence

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Astrophysics of Galaxies Algebraic Geometry Solar and Stellar Astrophysics Cancer Biology Neuroscience Bioinformatics Microbiology Evolutionary Biology Plant Biology Biochemistry Neurology Cosmology and Nongalactic Astrophysics Pediatrics Scientific Communication and Education Biophysics