output
19962023
most citedA Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

373 citations

Showing 2020Show all

8 papers · 1 filter

cs.LG2020★ 1 cited

T-Net: A Semi-supervised Deep Model for Turbulence Forecasting

Denghui Zhang, Yanchi Liu, Wei Cheng +5

Accurate air turbulence forecasting can help airlines avoid hazardous turbulence, guide the routes that keep passengers safe, maximize efficiency, and reduce costs. Traditional tur…

cs.CV2020★ 3 cited

Learning to Caricature via Semantic Shape Transform

Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai +4

Caricature is an artistic drawing created to abstract or exaggerate facial features of a person. Rendering visually pleasing caricatures is a difficult task that requires professio…

cs.CV2020★ 11 cited

Weakly-Supervised Semantic Segmentation via Sub-category Exploration

Yu-Ting Chang, Qiaosong Wang, Wei-Chih Hung +3

Existing weakly-supervised semantic segmentation methods using image-level annotations typically rely on initial responses to locate object regions. However, such response maps gen…

cs.CV2020★ 2 cited

SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction

Sriram N N, Buyu Liu, Francesco Pittaluga +1

We propose advances that address two key challenges in future trajectory prediction: (i) multimodality in both training data and predictions and (ii) constant time inference regard…

cs.CV2020

Understanding Road Layout from Videos as a Whole

Buyu Liu, Bingbing Zhuang, Samuel Schulter +2

In this paper, we address the problem of inferring the layout of complex road scenes from video sequences. To this end, we formulate it as a top-view road attributes prediction pro…

cs.NI2020★ 13 cited

SkyHaul: An Autonomous Gigabit Network Fabric in the Sky

Ramanujan K Sheshadri, Eugene Chai, Karthikeyan Sundaresan +1

We design and build SKYHAUL, the first large-scale, autonomous, self-organizing network of Unmanned Aerial Vehicles (UAVs) that are connected using a mmWave wireless mesh backhaul.…