Vardaan Pahuja

According to our database, Vardaan Pahuja authored at least 17 papers between 2016 and 2024.

Collaborative distances:

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

2024

Fine-Tuning is Fine, if Calibrated.

Zheda Mai, Arpita Chowdhury, Ping Zhang, Cheng-Hao Tu, Hong-You Chen, Vardaan Pahuja, Tanya Y. Berger-Wolf, Song Gao, Charles V. Stewart, Yu Su, Wei-Lun Chao

CoRR, 2024

Bringing Back the Context: Camera Trap Species Identification as Link Prediction on Multimodal Knowledge Graphs.

Vardaan Pahuja, Weidi Luo, Yu Gu, Cheng-Hao Tu, Hong-You Chen, Tanya Y. Berger-Wolf, Charles V. Stewart, Song Gao, Wei-Lun Chao, Yu Su

CoRR, 2024

Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs.

Vardaan Pahuja, Weidi Luo, Yu Gu, Cheng-Hao Tu, Hong-You Chen, Tanya Y. Berger-Wolf, Charles V. Stewart, Song Gao, Wei-Lun Chao, Yu Su

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Diversifying Joint Vision-Language Tokenization Learning.

Vardaan Pahuja, A. J. Piergiovanni, Anelia Angelova

CoRR, 2023

Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data.

Cheng-Hao Tu, Hong-You Chen, Zheda Mai, Jike Zhong, Vardaan Pahuja, Tanya Y. Berger-Wolf, Song Gao, Charles V. Stewart, Yu Su, Wei-Lun Chao

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

A Retrieve-and-Read Framework for Knowledge Graph Link Prediction.

Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Knowledge Base Question Answering: A Semantic Parsing Perspective.

Yu Gu, Vardaan Pahuja, Gong Cheng, Yu Su

Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022

2021

A Systematic Investigation of KB-Text Embedding Alignment at Scale.

Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen, Yu Su

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2019

Learning Sparse Mixture of Experts for Visual Question Answering.

Vardaan Pahuja, Jie Fu, Christopher J. Pal

CoRR, 2019

Structure Learning for Neural Module Networks.

Vardaan Pahuja, Jie Fu, Sarath Chandar, Christopher Joseph Pal

Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge, 2019

2018

Tooling Framework for Instantiating Natural Language Querying System.

Manasa Jammi, Jaydeep Sen, Ashish R. Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan

Proc. VLDB Endow., 2018

Memory Augmented Self-Play.

Shagun Sodhani, Vardaan Pahuja

CoRR, 2018

Reproducibility Report for "Learning To Count Objects In Natural Images For Visual Question Answering".

Shagun Sodhani, Vardaan Pahuja

CoRR, 2018

Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph.

Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Joint Learning of Correlated Sequence Labelling Tasks Using Bidirectional Recurrent Neural Networks.

Vardaan Pahuja, Anirban Laha, Shachar Mirkin, Vikas C. Raykar, Lili Kotlerman, Guy Lev

CoRR, 2017

Joint Learning of Correlated Sequence Labeling Tasks Using Bidirectional Recurrent Neural Networks.

Vardaan Pahuja, Anirban Laha, Shachar Mirkin, Vikas C. Raykar, Lili Kotlerman, Guy Lev

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

Learning a Probabilistic Boolean Network model from biological pathways and time-series expression data.

Vardaan Pahuja, Ritwik Kumar Layek, Pabitra Mitra

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016