output
20042026
most citedIn-Vivo Hyperspectral Human Brain Image Database for Brain Cancer Detection

176 citations

Showing 2017Show all

6 papers · 1 filter

cs.CV2017★ 18 cited

A Real-time and Registration-free Framework for Dynamic Shape Instantiation

Xiao-Yun Zhou, Guang-Zhong Yang, Su-Lin Lee

Real-time 3D navigation during minimally invasive procedures is an essential yet challenging task, especially when considerable tissue motion is involved. To balance image acquisit…

cs.NI2017

Optimal Energy Consumption with Communication, Computation, Caching and QoI-Guarantee

Faheem Zafari, Jian Li, Kin K. Leung +2

Energy efficiency is a fundamental requirement of modern data communication systems, and its importance is reflected in much recent work on performance analysis of system energy co…

cs.CV2017★ 163 cited

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules

Xinyang Feng, Jie Yang, Andrew F. Laine +1

Automated detection and segmentation of pulmonary nodules on lung computed tomography (CT) scans can facilitate early lung cancer diagnosis. Existing supervised approaches for auto…

stat.ML2017★ 56 cited

Neural Embeddings of Graphs in Hyperbolic Space

Benjamin Paul Chamberlain, James Clough, Marc Peter Deisenroth

Neural embeddings have been used with great success in Natural Language Processing (NLP). They provide compact representations that encapsulate word similarity and attain state-of-…

stat.ML2017★ 50 cited

Doubly Stochastic Variational Inference for Deep Gaussian Processes

Hugh Salimbeni, Marc Deisenroth

Gaussian processes (GPs) are a good choice for function approximation as they are flexible, robust to over-fitting, and provide well-calibrated predictive uncertainty. Deep Gaussia…

q-fin.TR2017★ 4 cited

Incorporating Signals into Optimal Trading

Charles-Albert Lehalle, Eyal Neuman

Optimal trading is a recent field of research which was initiated by Almgren, Chriss, Bertsimas and Lo in the late 90's. Its main application is slicing large trading orders, in th…