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2020 – today
- 2024
[i15]Avik Pal, Madhura Pawar:
Hitting "Probe"rty with Non-Linearity, and More. CoRR abs/2402.16168 (2024)- [i14]Slawomir Garcarz, Avik Pal, Pim Praat:
[RE] Modeling Personalized Item Frequency Information for Next-basket Recommendation. CoRR abs/2402.17925 (2024) - [i13]Avik Pal, Flemming Holtorf, Axel Larsson, Torkel E. Loman, Utkarsh Rajput, Frank Schäfer, Qingyu Qu, Alan Edelman, Chris Rackauckas:
NonlinearSolve.jl: High-Performance and Robust Solvers for Systems of Nonlinear Equations in Julia. CoRR abs/2403.16341 (2024) - [i12]Facundo Sapienza, Jordi Bolibar, Frank Schäfer, Brian Groenke, Avik Pal, Victor Boussange, Patrick Heimbach, Giles Hooker, Fernando Pérez, Per-Olof Persson, Christopher Rackauckas:
Differentiable Programming for Differential Equations: A Review. CoRR abs/2406.09699 (2024) - [i11]Matteo Nulli, Anesa Ibrahimi, Avik Pal, Hoshe Lee, Ivona Najdenkoska:
In-Context Learning Improves Compositional Understanding of Vision-Language Models. CoRR abs/2407.15487 (2024) - [i10]Avik Pal, Max van Spengler, Guido Maria D'Amely di Melendugno, Alessandro Flaborea, Fabio Galasso, Pascal Mettes:
Compositional Entailment Learning for Hyperbolic Vision-Language Models. CoRR abs/2410.06912 (2024) - 2023
- [c6]Avik Pal, Alan Edelman, Chris Rackauckas:
Continuous Deep Equilibrium Models: Training Neural ODEs Faster by Integrating Them to Infinity. HPEC 2023: 1-9 - [c5]Avik Pal, Alan Edelman, Christopher Vincent Rackauckas:
Locally Regularized Neural Differential Equations: Some Black Boxes were meant to remain closed! ICML 2023: 26809-26819 - [i9]Avik Pal, Alan Edelman, Chris Rackauckas:
Locally Regularized Neural Differential Equations: Some Black Boxes Were Meant to Remain Closed! CoRR abs/2303.02262 (2023) - 2022
- [c4]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: 1-17 - [i8]Avik Pal, Alan Edelman, Christopher Rackauckas:
Mixing Implicit and Explicit Deep Learning with Skip DEQs and Infinite Time Neural ODEs (Continuous DEQs). CoRR abs/2201.12240 (2022) - 2021
- [j1]Avik Pal
, Aniket Das:
TorchGAN: A Flexible Framework for GAN Training and Evaluation. J. Open Source Softw. 6(66): 2606 (2021) - [c3]Avik Pal, Jonah Philion, Yuan-Hong Liao, Sanja Fidler:
Emergent Road Rules In Multi-Agent Driving Environments. ICLR 2021 - [c2]Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Vincent Rackauckas:
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics. ICML 2021: 8325-8335 - [c1]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: 290-296 - [i7]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 abs/2104.00933 (2021) - [i6]Avik Pal, Yingbo Ma, Viral B. Shah, Christopher Rackauckas:
Opening the Blackbox: Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics. CoRR abs/2105.03918 (2021) - [i5]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 abs/2105.05946 (2021) - 2020
- [i4]Avik Pal, Jonah Philion, Yuan-Hong Liao, Sanja Fidler:
Emergent Road Rules In Multi-Agent Driving Environments. CoRR abs/2011.10753 (2020)
2010 – 2019
- 2019
- [i3]Avik Pal:
RayTracer.jl: A Differentiable Renderer that supports Parameter Optimization for Scene Reconstruction. CoRR abs/1907.07198 (2019) - [i2]Avik Pal, Aniket Das:
TorchGAN: A Flexible Framework for GAN Training and Evaluation. CoRR abs/1909.03410 (2019) - 2018
- [i1]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 abs/1811.01457 (2018)
Coauthor Index
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