16 citations · 16 across the 3 of their papers we have counts for
3 papers
cs.LG2023★ 16 cited
A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis
Izzeddin Gur, Hiroki Furuta, Austin Huang +4
Pre-trained large language models (LLMs) have recently achieved better generalization and sample efficiency in autonomous web automation. However, the performance on real-world web…
cs.CV2021
Sim2Real Docs: Domain Randomization for Documents in Natural Scenes using Ray-traced Rendering
Nikhil Maddikunta, Huijun Zhao, Sumit Keswani +5
In the past, computer vision systems for digitized documents could rely on systematically captured, high-quality scans. Today, transactions involving digital documents are more lik…
cs.LG2021
Algorithm to Compilation Co-design: An Integrated View of Neural Network Sparsity
Fu-Ming Guo, Austin Huang
Reducing computation cost, inference latency, and memory footprint of neural networks are frequently cited as research motivations for pruning and sparsity. However, operationalizi…