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Mixing Implicit and Explicit Deep Learning with Skip DEQs and Infinite Time Neural ODEs (Continuous DEQs)


Feb 04, 2022
Avik Pal, Alan Edelman, Christopher Rackauckas


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


May 09, 2021
Avik Pal, Yingbo Ma, Viral Shah, Christopher Rackauckas

* Proceedings of the 38 th International Conference on Machine Learning, 2021 

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[email protected] at SemEval-2021 Task 7: Large Language Models for Quantifying Humor and Offensiveness


Apr 02, 2021
Aishwarya Gupta, Avik Pal, Bholeshwar Khurana, Lakshay Tyagi, Ashutosh Modi

* Accepted at SemEval 2021 Task 7, 7 Pages (6 Pages main content + 2 pages for references) 

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Emergent Road Rules In Multi-Agent Driving Environments


Nov 21, 2020
Avik Pal, Jonah Philion, Yuan-Hong Liao, Sanja Fidler

* Project Page: http://fidler-lab.github.io/social-driving 

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TorchGAN: A Flexible Framework for GAN Training and Evaluation


Sep 08, 2019
Avik Pal, Aniket Das


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


Aug 03, 2019
Avik Pal

* 8 pages, 6 figures, 8 code listings Submitted to JuliaCon Proceedings 

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