438 citations · 639 across the 9 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.CV2016★ 438 cited
YOLO9000: Better, Faster, Stronger
Joseph Redmon, Ali Farhadi
We introduce YOLO9000, a state-of-the-art, real-time object detection system that can detect over 9000 object categories. First we propose various improvements to the YOLO detectio…
cs.CV2016★ 5 cited
Commonly Uncommon: Semantic Sparsity in Situation Recognition
Mark Yatskar, Vicente Ordonez, Luke Zettlemoyer +1
Semantic sparsity is a common challenge in structured visual classification problems; when the output space is complex, the vast majority of the possible predictions are rarely, if…
cs.CV2016★ 163 cited
Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning
Yuke Zhu, Roozbeh Mottaghi, Eric Kolve +4
Two less addressed issues of deep reinforcement learning are (1) lack of generalization capability to new target goals, and (2) data inefficiency i.e., the model requires several (…