Sanket Vaibhav Mehta

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 23

Top Topics

Lifelong Learning

Structural Constraints

Top Venues

J. Mach. Learn. Res.

Publications

Sanket Vaibhav Mehta, Darshan Patil, Sarath Chandar, Emma Strubell
An Empirical Investigation of the Role of Pre-training in Lifelong Learning. J. Mach. Learn. Res. 24 (2023)
Sanket Vaibhav Mehta, Jai Gupta, Yi Tay, Mostafa Dehghani, Vinh Q. Tran, Jinfeng Rao, Marc Najork, Emma Strubell, Donald Metzler
DSI++: Updating Transformer Memory with New Documents. EMNLP (2023)
Sang Keun Choe, Sanket Vaibhav Mehta, Hwijeen Ahn, Willie Neiswanger, Pengtao Xie, Emma Strubell, Eric Xing
Making Scalable Meta Learning Practical. CoRR (2023)
Rajshekhar Das, Jonathan Francis, Sanket Vaibhav Mehta, Jean Oh, Emma Strubell, José M. F. Moura
Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints. CoRR (2023)
Sang Keun Choe, Sanket Vaibhav Mehta, Hwijeen Ahn, Willie Neiswanger, Pengtao Xie, Emma Strubell, Eric Xing
Making Scalable Meta Learning Practical. NeurIPS (2023)
Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Prakash Gupta, Kai Hui, Sebastian Ruder, Donald Metzler
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning. ICLR (2022)
Sanket Vaibhav Mehta, Jinfeng Rao, Yi Tay, Mihir Kale, Ankur Parikh, Emma Strubell
Improving Compositional Generalization with Self-Training for Data-to-Text Generation. ACL (1) (2022)
Shagun Sodhani, Mojtaba Faramarzi, Sanket Vaibhav Mehta, Pranshu Malviya, Mohamed Abdelsalam, Janarthanan Rajendran, Sarath Chandar
An Introduction to Lifelong Supervised Learning. CoRR (2022)
Clara Na, Sanket Vaibhav Mehta, Emma Strubell
Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models. EMNLP (Findings) (2022)
Sanket Vaibhav Mehta, Jai Prakash Gupta, Yi Tay, Mostafa Dehghani, Vinh Q. Tran, Jinfeng Rao, Marc Najork, Emma Strubell, Donald Metzler
DSI++: Updating Transformer Memory with New Documents. CoRR (2022)
Clara Na, Sanket Vaibhav Mehta, Emma Strubell
Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models. CoRR (2022)
Sanket Vaibhav Mehta, Jinfeng Rao, Yi Tay, Mihir Kale, Ankur Parikh, Hongtao Zhong, Emma Strubell
Improving Compositional Generalization with Self-Training for Data-to-Text Generation. CoRR (2021)
Sanket Vaibhav Mehta, Darshan Patil, Sarath Chandar, Emma Strubell
An Empirical Investigation of the Role of Pre-training in Lifelong Learning. CoRR (2021)
Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Prakash Gupta, Kai Hui, Sebastian Ruder, Donald Metzler
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning. CoRR (2021)
Zirui Wang, Sanket Vaibhav Mehta, Barnabás Póczos, Jaime G. Carbonell
Efficient Meta Lifelong-Learning with Limited Memory. CoRR (2020)
Zirui Wang, Sanket Vaibhav Mehta, Barnabás Póczos, Jaime G. Carbonell
Efficient Meta Lifelong-Learning with Limited Memory. EMNLP (1) (2020)
Harsh Jhamtani, Sanket Vaibhav Mehta, Jaime G. Carbonell, Taylor Berg-Kirkpatrick
Learning Rhyming Constraints using Structured Adversaries. EMNLP/IJCNLP (1) (2019)
Harsh Jhamtani, Sanket Vaibhav Mehta, Jaime G. Carbonell, Taylor Berg-Kirkpatrick
Learning Rhyming Constraints using Structured Adversaries. CoRR (2019)
Jay Yoon Lee, Sanket Vaibhav Mehta, Michael L. Wick, Jean-Baptiste Tristan, Jaime G. Carbonell
Gradient-Based Inference for Networks with Output Constraints. AAAI (2019)
Sanket Vaibhav Mehta, Jay Yoon Lee, Jaime G. Carbonell
Towards Semi-Supervised Learning for Deep Semantic Role Labeling. EMNLP (2018)
Sanket Vaibhav Mehta, Jay Yoon Lee, Jaime G. Carbonell
Towards Semi-Supervised Learning for Deep Semantic Role Labeling. CoRR (2018)
Sanket Vaibhav Mehta, Shagun Sodhani, Dhaval Patel
Spatial Co-location Pattern Mining - A new perspective using Graph Database. CoRR (2018)
Sanket Vaibhav Mehta, Shagun Sodhani
Stack Exchange Tagger. CoRR (2015)