Siddhant Agarwal

According to our database, Siddhant Agarwal authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Accelerating the discovery of steady-states of planetary interior dynamics with machine learning.

Siddhant Agarwal, Nicola Tosi, Christian Hüttig, David S. Greenberg, Ali Can Bekar

CoRR, 2024

Aero-Nef: Neural Fields for Rapid Aircraft Aerodynamics Simulations.

Giovanni Catalani, Siddhant Agarwal, Xavier Bertrand, Frederic Tost, Michael Bauerheim, Joseph Morlier

CoRR, 2024

Robot Air Hockey: A Manipulation Testbed for Robot Learning with Reinforcement Learning.

Caleb Chuck, Carl Qi, Michael J. Munje, Shuozhe Li, Max Rudolph, Chang Shi, Siddhant Agarwal, Harshit Sikchi, Abhinav Peri, Sarthak Dayal, Evan Kuo, Kavan Mehta, Anthony Wang, Peter Stone, Amy Zhang, Scott Niekum

CoRR, 2024

MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing.

Siddhant Agarwal, Shivam Sharma, Preslav Nakov, Tanmoy Chakraborty

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

f-Policy Gradients: A General Framework for Goal-Conditioned RL using f-Divergences.

Siddhant Agarwal, Ishan Durugkar, Peter Stone, Amy Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

What Do You MEME? Generating Explanations for Visual Semantic Role Labelling in Memes.

Shivam Sharma, Siddhant Agarwal, Tharun Suresh, Preslav Nakov, Md. Shad Akhtar, Tanmoy Chakraborty

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Reinforcement Explanation Learning.

Siddhant Agarwal, Owais Iqbal, Sree Aditya Buridi, Madda Manjusha, Abir Das

CoRR, 2021

Deep learning for surrogate modelling of 2D mantle convection.

Siddhant Agarwal, Nicola Tosi, Pan Kessel, Doris Breuer, Grégoire Montavon

CoRR, 2021

Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation.

Mrigank Raman, Aaron Chan, Siddhant Agarwal, Peifeng Wang, Hansen Wang, Sungchul Kim, Ryan A. Rossi, Handong Zhao, Nedim Lipka, Xiang Ren

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Poisoned classifiers are not only backdoored, they are fundamentally broken.

Mingjie Sun, Siddhant Agarwal, J. Zico Kolter

CoRR, 2020

2019

Traffic Sign Classification using Hybrid HOG-SURF Features and Convolutional Neural Networks.

Rishabh Madan, Deepank Agrawal, Shreyas Kowshik, Harsh Maheshwari, Siddhant Agarwal, Debashish Chakravarty

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

2016

Intuitionistic fuzzy ant colony optimization for course sequencing in E-learning.

Siddhant Agarwal, Mukta Goyal, Adarsh Kumar, K. Rajalakshmi

Proceedings of the Ninth International Conference on Contemporary Computing, 2016