654 citations
- Carnegie Mellon UniversityUS15 papers
- École PolytechniqueFR11 papers
- Australian National UniversityAU7 papers
- Centre de Mathématiques Appliquées de l'École polytechniqueFR7 papers
- The University of SydneyAU7 papers
- Inception Institute of Artificial IntelligenceAE6 papers
- Nanyang Technological UniversitySG6 papers
- National Research University Higher School of EconomicsRU6 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Indian Institute of Technology DelhiIN5 papers
- Nankai UniversityCN5 papers
- Technical University of MunichDE5 papers
Showing 2020Show all
3 papers · 1 filter
cs.CV2020★ 28 cited
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation
Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal +3
Single-stage instance segmentation approaches have recently gained popularity due to their speed and simplicity, but are still lagging behind in accuracy, compared to two-stage met…
cs.LG2020★ 25 cited
On the Number of Linear Regions of Convolutional Neural Networks
H. Xiong, L. Huang, M. Yu +3
One fundamental problem in deep learning is understanding the outstanding performance of deep Neural Networks (NNs) in practice. One explanation for the superiority of NNs is that…
eess.IV2020★ 16 cited
Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images
Deng-Ping Fan, Tao Zhou, Ge-Peng Ji +5
Coronavirus Disease 2019 (COVID-19) spread globally in early 2020, causing the world to face an existential health crisis. Automated detection of lung infections from computed tomo…