Maximum Entropy with Maximum J-Divergence Discrimination for Text Classification - D. M. V. Satya Sriram; Gaurav Pandey 001; Debarghya Ghoshdastidar; Ambedkar Dukkipati; M. Narasimha Murty (CoRR, 2012)

Generative Maximum Entropy Learning for Multiclass Classification. - Ambedkar Dukkipati; Gaurav Pandey 001; Debarghya Ghoshdastidar; Paramita Koley; D. M. V. Satya Sriram (ICDM, 2013)

Minimum description length principle for maximum entropy model selection. - Gaurav Pandey 001; Ambedkar Dukkipati (ISIT, 2013)

To go deep or wide in learning? - Gaurav Pandey 001; Ambedkar Dukkipati (AISTATS, 2014)

Learning by Stretching Deep Networks. - Gaurav Pandey 001; Ambedkar Dukkipati (ICML, 2014)

Hierarchical Completely Random Measures for Mixed Membership Modelling. - Gaurav Pandey 001; Ambedkar Dukkipati (CoRR, 2015)

On collapsed representation of hierarchical Completely Random Measures. - Gaurav Pandey 001; Ambedkar Dukkipati (ICML, 2016)

Variational methods for Conditional Multimodal Learning: Generating Human Faces from Attributes. - Gaurav Pandey 001; Ambedkar Dukkipati (CoRR, 2016)

Unsupervised Feature Learning with Discriminative Encoder. - Gaurav Pandey 001; Ambedkar Dukkipati (ICDM, 2017)

Variational methods for conditional multimodal deep learning. - Gaurav Pandey 001; Ambedkar Dukkipati (IJCNN, 2017)

Discriminative Neural Topic Models. - Gaurav Pandey 001; Ambedkar Dukkipati (CoRR, 2017)

Exemplar Encoder-Decoder for Neural Conversation Generation. - Gaurav Pandey 001; Danish Contractor; Vineet Kumar; Sachindra Joshi (ACL (1), 2018)

Learning to Segment With Image-Level Supervision. - Gaurav Pandey 001; Ambedkar Dukkipati (WACV, 2019)

Mask & Focus: Conversation Modelling by Learning Concepts. - Gaurav Pandey 001; Dinesh Raghu; Sachindra Joshi (AAAI, 2020)

Unsupervised Learning of Interpretable Dialog Models. - Dhiraj Madan; Dinesh Raghu; Gaurav Pandey 001; Sachindra Joshi (ECAI, 2020)

Agent Assist through Conversation Analysis. - Kshitij Fadnis; Nathaniel Mills; Jatin Ganhotra; Haggai Roitman; Gaurav Pandey 001; Doron Cohen 001; Yosi Mass; Shai Erera; R. Chulaka Gunasekara; Danish Contractor; Siva Sankalp Patel; Q. Vera Liao; et al. (EMNLP (Demos), 2020)

Simulated Chats for Task-oriented Dialog: Learning to Generate Conversations from Instructions. - Biswesh Mohapatra; Gaurav Pandey 001; Danish Contractor; Sachindra Joshi (CoRR, 2020)

Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions. - Biswesh Mohapatra; Gaurav Pandey 001; Danish Contractor; Sachindra Joshi (EMNLP (Findings), 2021)

Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings. - Gaurav Pandey 001; Danish Contractor; Sachindra Joshi (EMNLP (Findings), 2022)

Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems. - Ella Rabinovich; Matan Vetzler; David Boaz; Vineet Kumar; Gaurav Pandey 001; Ateret Anaby-Tavor (EMNLP (Industry Track), 2022)

Variational Learning for Unsupervised Knowledge Grounded Dialogs. - Mayank Mishra; Dhiraj Madan; Gaurav Pandey 001; Danish Contractor (IJCAI, 2022)

HealthAlignSumm : Utilizing Alignment for Multimodal Summarization of Code-Mixed Healthcare Dialogues. - Akash Ghosh; Arkadeep Acharya; Sriparna Saha 001; Gaurav Pandey 001; Dinesh Raghu; Setu Sinha (EMNLP (Findings), 2024)

BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback. - Gaurav Pandey 001; Yatin Nandwani; Tahira Naseem; Mayank Mishra; Guangxuan Xu; Dinesh Raghu; Sachindra Joshi; Asim Munawar; Ramón Fernandez Astudillo (ICML, 2024)

Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models. - Sonam Gupta 001; Yatin Nandwani; Asaf Yehudai; Mayank Mishra; Gaurav Pandey 001; Dinesh Raghu; Sachindra Joshi (CoRR, 2024)

Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG. - Kushagra Bhushan; Yatin Nandwani; Dinesh Khandelwal; Sonam Gupta 001; Gaurav Pandey 001; Dinesh Raghu; Sachindra Joshi (NAACL (Findings), 2025)