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Avik Pal
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 16
Top Topics
Black Boxes
Differential Equations
Scene Reconstruction
Runge Kutta
Top Venues
CoRR
ICML
HPEC
SemEval@ACL/IJCNLP
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Publications
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Avik Pal
,
Alan Edelman
,
Chris Rackauckas
Locally Regularized Neural Differential Equations: Some Black Boxes Were Meant to Remain Closed!
CoRR
(2023)
Avik Pal
,
Alan Edelman
,
Chris Rackauckas
Continuous Deep Equilibrium Models: Training Neural ODEs Faster by Integrating Them to Infinity.
HPEC
(2023)
Avik Pal
,
Alan Edelman
,
Christopher Vincent Rackauckas
Locally Regularized Neural Differential Equations: Some Black Boxes were meant to remain closed!
ICML
(2023)
Avik Pal
,
Alan Edelman
,
Christopher Rackauckas
Mixing Implicit and Explicit Deep Learning with Skip DEQs and Infinite Time Neural ODEs (Continuous DEQs).
CoRR
(2022)
Chris Rackauckas
,
Maja Gwózdz
,
Anand Jain
,
Yingbo Ma
,
Francesco Martinuzzi
,
Utkarsh Rajput
,
Elliot Saba
,
Viral B. Shah
,
Ranjan Anantharaman
,
Alan Edelman
,
Shashi Gowda
,
Avik Pal
,
Chris Laughman
Composing Modeling And Simulation With Machine Learning In Julia.
ANNSIM
(2022)
Avik Pal
,
Yingbo Ma
,
Viral B. Shah
,
Christopher Rackauckas
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics.
CoRR
(2021)
Christopher Rackauckas
,
Ranjan Anantharaman
,
Alan Edelman
,
Shashi Gowda
,
Maja Gwózdz
,
Anand Jain
,
Chris Laughman
,
Yingbo Ma
,
Francesco Martinuzzi
,
Avik Pal
,
Utkarsh Rajput
,
Elliot Saba
,
Viral B. Shah
Composing Modeling and Simulation with Machine Learning in Julia.
CoRR
(2021)
Avik Pal
,
Aniket Das
TorchGAN: A Flexible Framework for GAN Training and Evaluation.
J. Open Source Softw.
6 (66) (2021)
Aishwarya Gupta
,
Avik Pal
,
Bholeshwar Khurana
,
Lakshay Tyagi
,
Ashutosh Modi
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness.
CoRR
(2021)
Aishwarya Gupta
,
Avik Pal
,
Bholeshwar Khurana
,
Lakshay Tyagi
,
Ashutosh Modi
Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness.
SemEval@ACL/IJCNLP
(2021)
Avik Pal
,
Jonah Philion
,
Yuan-Hong Liao
,
Sanja Fidler
Emergent Road Rules In Multi-Agent Driving Environments.
ICLR
(2021)
Avik Pal
,
Yingbo Ma
,
Viral B. Shah
,
Christopher Vincent Rackauckas
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics.
ICML
(2021)
Avik Pal
,
Jonah Philion
,
Yuan-Hong Liao
,
Sanja Fidler
Emergent Road Rules In Multi-Agent Driving Environments.
CoRR
(2020)
Avik Pal
RayTracer.jl: A Differentiable Renderer that supports Parameter Optimization for Scene Reconstruction.
CoRR
(2019)
Avik Pal
,
Aniket Das
TorchGAN: A Flexible Framework for GAN Training and Evaluation.
CoRR
(2019)
Michael Innes
,
Elliot Saba
,
Keno Fischer
,
Dhairya Gandhi
,
Marco Concetto Rudilosso
,
Neethu Mariya Joy
,
Tejan Karmali
,
Avik Pal
,
Viral B. Shah
Fashionable Modelling with Flux.
CoRR
(2018)