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 Berger-Wolf, Charles Stewart, Song Gao, Wei-Lun Chao, Yu Su, Preprint [PDF]
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja, Boshi Wang, Hugo Latapie, Jayanth Srinivasa, Yu Su, CIKM'23 (Oral) [PDF][code][blog]
Diversifying Joint Vision-Language Tokenization Learning Vardaan Pahuja, AJ Piergiovanni, Anelia Angelova, Transformers for Vision workshop, CVPR 2023. [PDF][Poster]
Knowledge Base Question Answering: A Semantic Parsing Perspective
Yu Gu, Vardaan Pahuja, Gong Cheng, Yu Su, AKBC 2022. [PDF]
A Systematic Investigation of KB-Text Embedding Alignment at Scale Vardaan Pahuja, Yu Gu, Wenhu Chen, Mehdi Bahrami, Lei Liu, Wei-Peng Chen and Yu Su, ACL-IJCNLP 2021 (Oral). [PDF][code][slides][poster]
Structure Learning for Neural Module Networks Vardaan Pahuja, Jie Fu, Sarath Chandar, Christopher J Pal, LANTERN workshop, EMNLP 2019.[PDF][code]
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, AAAI’18 [PDF][Website]
Joint Learning of Correlated Sequence Labeling Tasks Using Bidirectional Recurrent Neural Networks Vardaan Pahuja*, Anirban Laha*, Shachar Mirkin, Vikas Raykar, Lili Kotlerman and Guy Lev, . Interspeech 2017 [PDF][arXiv][code]
Learning a Probabilistic Boolean Network Model from Biological Pathways and Time-series Expression Data Vardaan Pahuja, Ritwik Kumar Layek and Pabitra Mitra, . 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’16). [PDF]
Other Publications
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data
Cheng-Hao Tu, Hong-You Chen, Jike Zhong, Zheda Mai, Vardaan Pahuja, Tanya Berger-Wolf, Song Gao, Charles Stewart, Yu Su, Wei-Lun Chao, NeurIPS 2023 [PDF]
SalsaBot: Towards a Robust and Generalizable Embodied Agent
Chan Hee Song*, Jiaman Wu*, Ju-Seung Byun, Zexin Xu, Vardaan Pahuja, Goonmeet Bajaj, Samuel Stevens, Ziru Chen, Yu Su, Proceedings of Alexa Prize SimBot Challenge [PDF]
Learning Sparse Mixture of Experts for Visual Question Answering Vardaan Pahuja, Jie Fu, Christopher J Pal, Visual Question Answering and Dialog Workshop, CVPR 2019 [PDF]
Tooling framework for instantiating natural language querying system
Manasa Jammi, Jaydeep Sen, Ashish Mittal, Sagar Verma, Vardaan Pahuja, Rema Ananthanarayanan, Pranay Lohia, Hima Karanam, Diptikalyan Saha, Karthik Sankaranarayanan, . Proceedings of the VLDB Endowment 2018 [PDF]* indicates Equal Contribution.