22 citations · 62 across the 28 of their papers we have counts for
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cs.LG2021★ 22 cited
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
Paul Pu Liang, Yiwei Lyu, Xiang Fan +9
Learning multimodal representations involves integrating information from multiple heterogeneous sources of data. It is a challenging yet crucial area with numerous real-world appl…
cs.RO2021
Probabilistic Safety-Assured Adaptive Merging Control for Autonomous Vehicles
Yiwei Lyu, Wenhao Luo, John M. Dolan
Autonomous vehicles face tremendous challenges while interacting with human drivers in different kinds of scenarios. Developing control methods with safety guarantees while perform…
cs.CL2021
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer
Yiwei Lyu, Paul Pu Liang, Hai Pham +4
Text style transfer aims to controllably generate text with targeted stylistic changes while maintaining core meaning from the source sentence constant. Many of the existing style…