22 citations · 32 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 22 cited
Remember the Past: Distilling Datasets into Addressable Memories for Neural Networks
Zhiwei Deng, Olga Russakovsky
We propose an algorithm that compresses the critical information of a large dataset into compact addressable memories. These memories can then be recalled to quickly re-train a neu…
cs.AI2020★ 8 cited
BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps
Wang Zhu, Hexiang Hu, Jiacheng Chen +4
Learning to follow instructions is of fundamental importance to autonomous agents for vision-and-language navigation (VLN). In this paper, we study how an agent can navigate long p…
cs.CV2020★ 2 cited
Take the Scenic Route: Improving Generalization in Vision-and-Language Navigation
Felix Yu, Zhiwei Deng, Karthik Narasimhan +1
In the Vision-and-Language Navigation (VLN) task, an agent with egocentric vision navigates to a destination given natural language instructions. The act of manually annotating the…