Gaurav Pandey

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 23

Top Topics

Supervised Learning

Multiclass Classification

Top Venues

EMNLP (Findings)

Publications

Gaurav Pandey, Yatin Nandwani, Tahira Naseem, Mayank Mishra, Guangxuan Xu, Dinesh Raghu, Sachindra Joshi, Asim Munawar, Ramón Fernandez Astudillo
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback. CoRR (2024)
Mayank Mishra, Dhiraj Madan, Gaurav Pandey, Danish Contractor
Variational Learning for Unsupervised Knowledge Grounded Dialogs. IJCAI (2022)
Ella Rabinovich, Matan Vetzler, David Boaz, Vineet Kumar, Gaurav Pandey, Ateret Anaby-Tavor
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems. EMNLP (Industry Track) (2022)
Ella Rabinovich, Matan Vetzler, David Boaz, Vineet Kumar, Gaurav Pandey, Ateret Anaby-Tavor
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems. CoRR (2022)
Gaurav Pandey, Danish Contractor, Sachindra Joshi
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings. EMNLP (Findings) (2022)
Gaurav Pandey, Danish Contractor, Sachindra Joshi
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings. CoRR (2022)
Biswesh Mohapatra, Gaurav Pandey, Danish Contractor, Sachindra Joshi
Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions. EMNLP (Findings) (2021)
Mayank Mishra, Dhiraj Madan, Gaurav Pandey, Danish Contractor
Variational Learning for Unsupervised Knowledge Grounded Dialogs. CoRR (2021)
Dhiraj Madan, Dinesh Raghu, Gaurav Pandey, Sachindra Joshi
Unsupervised Learning of Interpretable Dialog Models. ECAI (2020)
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
Agent Assist through Conversation Analysis. EMNLP (Demos) (2020)
Biswesh Mohapatra, Gaurav Pandey, Danish Contractor, Sachindra Joshi
Simulated Chats for Task-oriented Dialog: Learning to Generate Conversations from Instructions. CoRR (2020)
Gaurav Pandey, Dinesh Raghu, Sachindra Joshi
Mask & Focus: Conversation Modelling by Learning Concepts. AAAI (2020)
Gaurav Pandey, Dinesh Raghu, Sachindra Joshi
Mask & Focus: Conversation Modelling by Learning Concepts. CoRR (2020)
Gaurav Pandey, Ambedkar Dukkipati
Learning to Segment With Image-Level Supervision. WACV (2019)
Dhiraj Madan, Dinesh Raghu, Gaurav Pandey, Sachindra Joshi
Unsupervised Learning of Interpretable Dialog Models. CoRR (2018)
Gaurav Pandey, Danish Contractor, Vineet Kumar, Sachindra Joshi
Exemplar Encoder-Decoder for Neural Conversation Generation. ACL (1) (2018)
Gaurav Pandey, Ambedkar Dukkipati
Discriminative Neural Topic Models. CoRR (2017)
Gaurav Pandey, Ambedkar Dukkipati
Unsupervised feature learning with discriminative encoder. CoRR (2017)
Gaurav Pandey, Ambedkar Dukkipati
Unsupervised Feature Learning with Discriminative Encoder. ICDM (2017)
Gaurav Pandey, Ambedkar Dukkipati
Variational methods for conditional multimodal deep learning. IJCNN (2017)
Gaurav Pandey, Ambedkar Dukkipati
Variational methods for Conditional Multimodal Learning: Generating Human Faces from Attributes. CoRR (2016)
Gaurav Pandey, Ambedkar Dukkipati
On collapsed representation of hierarchical Completely Random Measures. ICML (2016)
Gaurav Pandey, Ambedkar Dukkipati
Hierarchical Completely Random Measures for Mixed Membership Modelling. CoRR (2015)
Gaurav Pandey, Ambedkar Dukkipati
Learning by Stretching Deep Networks. ICML (2014)
Gaurav Pandey, Ambedkar Dukkipati
To go deep or wide in learning? AISTATS (2014)
Gaurav Pandey, Ambedkar Dukkipati
To go deep or wide in learning? CoRR (2014)
Ambedkar Dukkipati, Gaurav Pandey, Debarghya Ghoshdastidar, Paramita Koley, D. M. V. Satya Sriram
Generative Maximum Entropy Learning for Multiclass Classification. ICDM (2013)
Gaurav Pandey, Ambedkar Dukkipati
Minimum description length principle for maximum entropy model selection. ISIT (2013)
Gaurav Pandey, Ambedkar Dukkipati
Minimum Description Length Principle for Maximum Entropy Model Selection CoRR (2012)
D. M. V. Satya Sriram, Gaurav Pandey, Debarghya Ghoshdastidar, Ambedkar Dukkipati, M. Narasimha Murty
Maximum Entropy with Maximum J-Divergence Discrimination for Text Classification CoRR (2012)