Gaurav Pandey

According to our database, Gaurav Pandey authored at least 22 papers between 2012 and 2024.

Collaborative distances:

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

2024

BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback.

Gaurav Pandey, Yatin Nandwani, Tahira Naseem, Mayank Mishra, Guangxuan Xu, Dinesh Raghu, Sachindra Joshi, Asim Munawar, Ramón Fernandez Astudillo

CoRR, 2024

2022

Variational Learning for Unsupervised Knowledge Grounded Dialogs.

Mayank Mishra, Dhiraj Madan, Gaurav Pandey, Danish Contractor

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems.

Ella Rabinovich, Matan Vetzler, David Boaz, Vineet Kumar, Gaurav Pandey, Ateret Anaby-Tavor

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings.

Gaurav Pandey, Danish Contractor, Sachindra Joshi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions.

Biswesh Mohapatra, Gaurav Pandey, Danish Contractor, Sachindra Joshi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Simulated Chats for Task-oriented Dialog: Learning to Generate Conversations from Instructions.

Biswesh Mohapatra, Gaurav Pandey, Danish Contractor, Sachindra Joshi

CoRR, 2020

Agent Assist through Conversation Analysis.

Kshitij P. Fadnis, Nathaniel Mills, Jatin Ganhotra, Haggai Roitman, Gaurav Pandey, Doron Cohen, Yosi Mass, Shai Erera, R. Chulaka Gunasekara, Danish Contractor, Siva Sankalp Patel, Q. Vera Liao, Sachindra Joshi, Luis A. Lastras, David Konopnicki

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Unsupervised Learning of Interpretable Dialog Models.

Dhiraj Madan, Dinesh Raghu, Gaurav Pandey, Sachindra Joshi

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Mask & Focus: Conversation Modelling by Learning Concepts.

Gaurav Pandey, Dinesh Raghu, Sachindra Joshi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Learning to Segment With Image-Level Supervision.

Gaurav Pandey, Ambedkar Dukkipati

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

2018

Exemplar Encoder-Decoder for Neural Conversation Generation.

Gaurav Pandey, Danish Contractor, Vineet Kumar, Sachindra Joshi

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Discriminative Neural Topic Models.

Gaurav Pandey, Ambedkar Dukkipati

CoRR, 2017

Variational methods for conditional multimodal deep learning.

Gaurav Pandey, Ambedkar Dukkipati

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Unsupervised Feature Learning with Discriminative Encoder.

Gaurav Pandey, Ambedkar Dukkipati

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

Variational methods for Conditional Multimodal Learning: Generating Human Faces from Attributes.

Gaurav Pandey, Ambedkar Dukkipati

CoRR, 2016

On collapsed representation of hierarchical Completely Random Measures.

Gaurav Pandey, Ambedkar Dukkipati

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Hierarchical Completely Random Measures for Mixed Membership Modelling.

Gaurav Pandey, Ambedkar Dukkipati

CoRR, 2015

2014

Learning by Stretching Deep Networks.

Gaurav Pandey, Ambedkar Dukkipati

Proceedings of the 31th International Conference on Machine Learning, 2014

To go deep or wide in learning?

Gaurav Pandey, Ambedkar Dukkipati

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Minimum description length principle for maximum entropy model selection.

Gaurav Pandey, Ambedkar Dukkipati

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Generative Maximum Entropy Learning for Multiclass Classification.

Ambedkar Dukkipati, Gaurav Pandey, Debarghya Ghoshdastidar, Paramita Koley, D. M. V. Satya Sriram

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012

Maximum Entropy with Maximum J-Divergence Discrimination for Text Classification

D. M. V. Satya Sriram, Gaurav Pandey, Debarghya Ghoshdastidar, Ambedkar Dukkipati, M. Narasimha Murty

CoRR, 2012