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20172022
most citedComplex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing

6 citations · 19 across the 7 of their papers we have counts for

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7 papers · 1 filter

cs.CV20204 cited

Vehicle Re-ID for Surround-view Camera System

Zizhang Wu, Man Wang, Lingxiao Yin +3

The vehicle re-identification (ReID) plays a critical role in the perception system of autonomous driving, which attracts more and more attention in recent years. However, to our b…

cs.CV20201 cited

PSDet: Efficient and Universal Parking Slot Detection

Zizhang Wu, Weiwei Sun, Man Wang +3

While real-time parking slot detection plays a critical role in valet parking systems, existing methods have limited success in real-world applications. We argue two reasons accoun…

cs.CV20201 cited

DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction using Aerial Images and Trajectories

Hao Wu, Hanyuan Zhang, Xinyu Zhang +3

Automatic map extraction is of great importance to urban computing and location-based services. Aerial image and GPS trajectory data refer to two different data sources that could…

cs.CV2019

Optimizing Through Learned Errors for Accurate Sports Field Registration

Wei Jiang, Juan Camilo Gamboa Higuera, Baptiste Angles +3

We propose an optimization-based framework to register sports field templates onto broadcast videos. For accurate registration we go beyond the prevalent feed-forward paradigm. Ins…

cs.CV2019

ACNe: Attentive Context Normalization for Robust Permutation-Equivariant Learning

Weiwei Sun, Wei Jiang, Eduard Trulls +2

Many problems in computer vision require dealing with sparse, unordered data in the form of point clouds. Permutation-equivariant networks have become a popular solution-they opera…

cs.CV20194 cited

UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations

Hao Wu, Jiayuan Mao, Yufeng Zhang +4

We propose Unified Visual-Semantic Embeddings (UniVSE) for learning a joint space of visual and textual concepts. The space unifies the concepts at different levels, including obje…