Amanpreet's Photo

I am a research engineer at Facebook AI Research working with Devi Parikh and Dhruv Batra. I graudated with Master's from NYU in 2018 where I worked with Rob Fergus, Jason Weston and Sam Bowman. My research interests include deep learning in both Computer Vision and NLP.

Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA
Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach
arXiV 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems
Alex Wang*, Yada Pruksachatkun*, Nikita Nangia*, Amanpreet Singh*, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman
NeurIPS (Spotlight) 2019
Towards VQA Models That Can Read
Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach
CVPR 2019
Learning When to Communicate at Scale in Multiagent Cooperative and Competitive tasks
Amanpreet Singh*, Tushar Jain*, Sainbayar Sukhbaatar
ICLR 2019
Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future
Nan Rosemary Ke, Amanpreet Singh, Ahmed Touati, Anirudh Goyal, Yoshua Bengio, Devi Parikh, Dhruv Batra
ICLR 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, Samuel R. Bowman
ICLR 2019
Pythia: A platform for vision & language research
Amanpreet Singh, Vivek Natarajan, Yu Jiang, Xinlei Chen, Meet Shah, Marcus Rohrbach, Dhruv Batra, Devi Parikh
SysML Workshop, NeurIPS 2019
Neural Network Acceptability Judgments
Alex Warstadt, Amanpreet Singh, Samuel R. Bowman
TACL, EMNLP (Oral) - 2019 2018
CanvasGAN: A simple baseline for text to image generation by incrementally patching a canvas
Amanpreet Singh, Sharan Agrawal
CVC 2019