Parth Padalkar

18 papers A* 1B 1C 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Improving Interpretability and Accuracy in Neuro-Symbolic Rule Extraction Using Class-Specific Sparse Filters.
CoRR
Parth Padalkar, Jaeseong Lee, Shiyi Wei, Gopal Gupta
2025 J jnl
Symbolic Rule Extraction From Attention-Guided Sparse Representations in Vision Transformers.
Theory Pract. Log. Program.
Parth Padalkar, Gopal Gupta
2025 J jnl
Symbolic Rule Extraction from Attention-Guided Sparse Representations in Vision Transformers.
CoRR
Parth Padalkar, Gopal Gupta
2024 J jnl
A Neurosymbolic Framework for Bias Correction in CNNs.
CoRR
Parth Padalkar, Natalia Slusarz, Ekaterina Komendantskaya, Gopal Gupta
2024 — conf
A Neurosymbolic Framework for Bias Correction in Convolutional Neural Networks.
ICLP Workshops
Parth Padalkar, Natalia Slusarz, Ekaterina Komendantskaya, Gopal Gupta
2024 J jnl
A Neurosymbolic Framework for Bias Correction in Convolutional Neural Networks.
Theory Pract. Log. Program.
Parth Padalkar, Natalia Slusarz, Ekaterina Komendantskaya, Gopal Gupta
2024 C conf
Automated Interactive Domain-Specific Conversational Agents that Understand Human Dialogs.
PADL
Yankai Zeng, Abhiramon Rajasekharan, Parth Padalkar, Kinjal Basu, Joaquín Arias, Gopal Gupta
2024 A* conf
NeSyFOLD: A Framework for Interpretable Image Classification.
AAAI
Parth Padalkar, Huaduo Wang, Gopal Gupta
2024 C conf
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks.
PADL
Parth Padalkar, Huaduo Wang, Gopal Gupta
2023 J jnl
Automated Interactive Domain-Specific Conversational Agents that Understand Human Dialogs.
CoRR
Yankai Zeng, Abhiramon Rajasekharan, Parth Padalkar, Kinjal Basu, Joaquín Arias, Gopal Gupta
2023 — ch.
Logic-Based Explainable and Incremental Machine Learning.
Prolog: The Next 50 Years
Gopal Gupta, Huaduo Wang, Kinjal Basu, Farhad Shakerin, Elmer Salazar, Sarat Chandra Varanasi, Parth Padalkar, Sopam Dasgupta
2023 J jnl
MACOptions: Multi-Agent Learning with Centralized Controller and Options Framework.
CoRR
Alakh Aggarwal, Rishita Bansal, Parth Padalkar, Sriraam Natarajan
2023 J jnl
NeSyFOLD: A System for Generating Logic-based Explanations from Convolutional Neural Networks.
CoRR
Parth Padalkar, Huaduo Wang, Gopal Gupta
2023 — conf
NeSyFOLD: Extracting Logic Programs from Convolutional Neural Networks.
ICLP Workshops
Parth Padalkar, Huaduo Wang, Gopal Gupta
2023 — ch.
Prolog: Past, Present, and Future.
Prolog: The Next 50 Years
Gopal Gupta, Elmer Salazar, Farhad Shakerin, Joaquín Arias, Sarat Chandra Varanasi, Kinjal Basu, Huaduo Wang, Fang Li, Serdar Erbatur, Parth Padalkar, Abhiramon Rajasekharan, Yankai Zeng, Manuel Carro
2023 B conf
Reliable Natural Language Understanding with Large Language Models and Answer Set Programming.
ICLP
Abhiramon Rajasekharan, Yankai Zeng, Parth Padalkar, Gopal Gupta
2023 J jnl
Using Logic Programming and Kernel-Grouping for Improving Interpretability of Convolutional Neural Networks.
CoRR
Parth Padalkar, Gopal Gupta
2022 — conf
Symbolic Reinforcement Learning Framework with Incremental Learning of Rule-based Policy.
ICLP Workshops
Kinjal Basu, Elmer Salazar, Huaduo Wang, Joaquín Arias, Parth Padalkar, Gopal Gupta