Avik Pal

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authored 7 papers almost 2 years ago

Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics

Paper • 2105.03918 • Published May 9, 2021

Humor@IITK at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness

Paper • 2104.00933 • Published Apr 2, 2021

Emergent Road Rules In Multi-Agent Driving Environments

Paper • 2011.10753 • Published Nov 21, 2020

Fashionable Modelling with Flux

Paper • 1811.01457 • Published Nov 1, 2018

TorchGAN: A Flexible Framework for GAN Training and Evaluation

Paper • 1909.03410 • Published Sep 8, 2019

RayTracer.jl: A Differentiable Renderer that supports Parameter Optimization for Scene Reconstruction

Paper • 1907.07198 • Published Jul 16, 2019

Continuous Deep Equilibrium Models: Training Neural ODEs faster by integrating them to Infinity

Paper • 2201.12240 • Published Jan 28, 2022

authored a paper over 2 years ago

Locally Regularized Neural Differential Equations: Some Black Boxes Were Meant to Remain Closed!

Paper • 2303.02262 • Published Mar 3, 2023