84 citations · 104 across the 6 of their papers we have counts for
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cs.CV2020
Transformation Driven Visual Reasoning
Xin Hong, Yanyan Lan, Liang Pang +2
This paper defines a new visual reasoning paradigm by introducing an important factor, i.e.~transformation. The motivation comes from the fact that most existing visual reasoning t…
cs.LG2020★ 11 cited
Robust Reinforcement Learning with Wasserstein Constraint
Linfang Hou, Liang Pang, Xin Hong +3
Robust Reinforcement Learning aims to find the optimal policy with some extent of robustness to environmental dynamics. Existing learning algorithms usually enable the robustness t…