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From the 1 of 1.2k papers with an AI index.

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20022023
most citedUnderstanding individual human mobility patterns

6.1k citations

Showing 2020Show all

102 papers · 1 filter

cs.NE2020

Incremental Data-driven Optimization of Complex Systems in Nonstationary Environments

Cuie Yang, Jinliang Ding, Yaochu Jin +1

Existing work on data-driven optimization focuses on problems in static environments, but little attention has been paid to problems in dynamic environments. This paper proposes a…

astro-ph.CO202025 cited

Measuring the viscosity of dark matter with strongly lensed gravitational waves

Shuo Cao, Jingzhao Qi, Marek Biesiada +3

Based on the strongly lensed gravitational waves (GWs) from compact binary coalescence, we propose a new strategy to examine the fluid shear viscosity of dark matter (DM) in the gr…

cs.LG2020

Open-World Class Discovery with Kernel Networks

Zifeng Wang, Batool Salehi, Andrey Gritsenko +3

We study an Open-World Class Discovery problem in which, given labeled training samples from old classes, we need to discover new classes from unlabeled test samples. There are two…

cs.LG20203 cited

Learn-Prune-Share for Lifelong Learning

Zifeng Wang, Tong Jian, Kaushik Chowdhury +3

In lifelong learning, we wish to maintain and update a model (e.g., a neural network classifier) in the presence of new classification tasks that arrive sequentially. In this paper…

cs.CV20201 cited

Global Context Aware RCNN for Object Detection

Wenchao Zhang, Chong Fu, Haoyu Xie +3

RoIPool/RoIAlign is an indispensable process for the typical two-stage object detection algorithm, it is used to rescale the object proposal cropped from the feature pyramid to gen…

hep-ex2020108 cited

Search for supersymmetry in final states with two oppositely charged same-flavor leptons and missing transverse momentum in proton-proton collisions at 13 TeV

CMS Collaboration

A search for phenomena beyond the standard model in final states with two oppositely charged same-flavor leptons and missing transverse momentum is presented. The search uses a dat…