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Ravin Kumar

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2025
Adaptive Base Representation Theorem: An Alternative to Binary Number System.
[BibTeX]
[DOI]
Ravin Kumar
CoRR, October, 2025

EmbeddingGemma: Powerful and Lightweight Text Representations.
[BibTeX]
[DOI]
Henrique Schechter Vera
,
Sahil Dua
,
Biao Zhang
,
Daniel Salz
,
Ryan Mullins
,
Sindhu Raghuram Panyam
,
Sara Smoot
,
Iftekhar Naim
,
Joe Zou
,
Feiyang Chen
,
Daniel Cer
,
Alice Lisak
,
Min Choi
,
Lucas Gonzalez
,
Omar Sanseviero
,
Glenn Cameron
,
Ian Ballantyne
,
Kat Black
,
Kaifeng Chen
,
Weiyi Wang
,
Zhe Li
,
Gus Martins
,
Jinhyuk Lee
,
Mark Sherwood
,
Ju-yeong Ji
,
Renjie Wu
,
Jingxiao Zheng
,
Jyotinder Singh
,
Abheesht Sharma
,
Divyashree Sreepathihalli
,
Aashi Jain
,
Adham Elarabawy
,
AJ Co
,
Andreas Doumanoglou
,
Babak Samari
,
Ben Hora
,
Brian Potetz
,
Dahun Kim
,
Enrique Alfonseca
,
Fedor Moiseev
,
Feng Han
,
Frank Palma Gomez
,
Gustavo Hernández Ábrego
,
Hesen Zhang
,
Hui Hui
,
Jay Han
,
Karan Gill
,
Ke Chen
,
Koert Chen
,
Madhuri Shanbhogue
,
Michael Boratko
,
Paul Suganthan
,
Sai Meher Karthik Duddu
,
Sandeep Mariserla
,
Setareh Ariafar
,
Shanfeng Zhang
,
Shijie Zhang
,
Simon Baumgartner
,
Sonam Goenka
,
Steve Qiu
,
Tanmaya Dabral
,
Trevor Walker
,
Vikram Rao
,
Waleed Khawaja
,
Wenlei Zhou
,
Xiaoqi Ren
,
Ye Xia
,
Yichang Chen
,
Yi-Ting Chen
,
Zhe Dong
,
Zhongli Ding
,
Francesco Visin
,
Gaël Liu
,
Jiageng Zhang
,
Kathleen Kenealy
,
Michelle Casbon
,
Ravin Kumar
,
Thomas Mesnard
,
Zach Gleicher
,
Cormac Brick
,
Olivier Lacombe
,
Adam Roberts
,
Qin Yin
,
Yun-Hsuan Sung
,
Raphael Hoffmann
,
Tris Warkentin
,
Armand Joulin
,
Tom Duerig
,
Mojtaba Seyedhosseini
CoRR, September, 2025

APTx Neuron: A Unified Trainable Neuron Architecture Integrating Activation and Computation.
[BibTeX]
[DOI]
Ravin Kumar
CoRR, July, 2025

2024
CodeGemma: Open Code Models Based on Gemma.
[BibTeX]
[DOI]
Heri Zhao
,
Jeffrey Hui
,
Joshua Howland
,
Nam Nguyen
,
Siqi Zuo
,
Andrea Hu
,
Christopher A. Choquette-Choo
,
Jingyue Shen
,
Joe Kelley
,
Kshitij Bansal
,
Luke Vilnis
,
Mateo Wirth
,
Paul Michel
,
Peter Choy
,
Pratik Joshi
,
Ravin Kumar
,
Sarmad Hashmi
,
Shubham Agrawal
,
Zhitao Gong
,
Jane Fine
,
Tris Warkentin
,
Ale Jakse Hartman
,
Bin Ni
,
Kathy Korevec
,
Kelly Schaefer
,
Scott Huffman
CoRR, 2024

BlackJAX: Composable Bayesian inference in JAX.
[BibTeX]
[DOI]
Alberto Cabezas
,
Adrien Corenflos
,
Junpeng Lao
,
Rémi Louf
,
Antoine Carnec
,
Kaustubh Chaudhari
,
Reuben Cohn-Gordon
,
Jeremie Coullon
,
Wei Deng
,
Sam Duffield
,
Gerardo Duràn-Martín
,
Marcin Elantkowski
,
Dan Foreman-Mackey
,
Michele Gregori
,
Carlos Iguaran
,
Ravin Kumar
,
Martin Lysy
,
Kevin Murphy
,
Juan Camilo Orduz
,
Karm Patel
,
Xi Wang
,
Rob Zinkov
CoRR, 2024

STAR: SocioTechnical Approach to Red Teaming Language Models.
[BibTeX]
[DOI]
Laura Weidinger
,
John Mellor
,
Bernat Guillen Pegueroles
,
Nahema Marchal
,
Ravin Kumar
,
Kristian Lum
,
Canfer Akbulut
,
Mark Diaz
,
A. Stevie Bergman
,
Mikel Rodriguez
,
Verena Rieser
,
William Isaac
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023
PyMC: a modern, and comprehensive probabilistic programming framework in Python.
[BibTeX]
[DOI]
Oriol Abril Pla
,
Virgile Andréani
,
Colin Carroll
,
Larry Dong
,
Christopher Fonnesbeck
,
Maxim Kochurov
,
Ravin Kumar
,
Junpeng Lao
,
Christian C. Luhmann
,
Osvaldo A. Martin
,
Michael Osthege
,
Ricardo Vieira
,
Thomas V. Wiecki
,
Robert Zinkov
PeerJ Comput. Sci., 2023

2022
Bambi: A Simple Interface for Fitting Bayesian Linear Models in <i>Python</i>.
[BibTeX]
[DOI]
Tomás Capretto
,
Camen Piho
,
Ravin Kumar
,
Jacob Westfall
,
Tal Yarkoni
,
Osvaldo A. Martin
J. Stat. Softw., 2022

APTx: better activation function than MISH, SWISH, and ReLU's variants used in deep learning.
[BibTeX]
[DOI]
Ravin Kumar
CoRR, 2022

2021
Drone GPS data analysis for flight path reconstruction: A study on DJI, Parrot & Yuneec make drones.
[BibTeX]
[DOI]
Ravin Kumar
,
Animesh Kumar Agrawal
Digit. Investig., 2021

2020
Visual Linguistic Model and Its Applications in Image Captioning.
[BibTeX]
[DOI]
Ravin Kumar
SN Comput. Sci., 2020

A Generalized Quantum Algorithm for Assuring Fairness in Random Selection Among 2<sup>N</sup> Participants.
[BibTeX]
[DOI]
Ravin Kumar
SN Comput. Sci., 2020

Cerebral LSTM: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs.
[BibTeX]
[DOI]
Ravin Kumar
SN Comput. Sci., 2020

2019
ArviZ a unified library for exploratory analysis of Bayesian models in Python.
[BibTeX]
[DOI]
Ravin Kumar
,
Colin Carroll
,
Ari Hartikainen
,
Osvaldo A. Martin
J. Open Source Softw., 2019

A Theoretical Model For Artificial Learning, Memory Management And Decision Making System.
[BibTeX]
[DOI]
Ravin Kumar
CoRR, 2019


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