Pylon model for semantic segmentation by Lempitsky, V, Vedaldi, A, Zisserman, A

“…The experiments highlight the advantage of inference on a segmentation tree (over a flat partitioning) and demonstrate that the optimization in the pylon model is able to flexibly choose the level of segmentation across the image. …”

Spillovers across industries and regions in China’s regional economic diversification by Gao, Jian, Jun, Bogang, Pentland, Alex, Zhou, Tao, Hidalgo, César A.

“…Industrial diversification depends on spillovers from related industries and nearby regions, yet their interaction remains largely unclear. …”
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Greater tumen region cooperation : obstacles in Northeast Asia regionalism? by Liu, Shuguang

“…The advancement of cross-border transport infrastructure in the Greater Tumen Region (GTR) marks the progress of multilateral cooperation in Northeast Asia. …”
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The IDentif.AI-x pandemic readiness platform: rapid prioritization of optimized COVID-19 combination therapy regimens by Blasiak, Agata, Truong, Anh T. L., Remus, Alexandria, Hooi, Lissa, Seah, Shirley Gek Kheng, Wang, Peter, Chye, De Hoe, Lim, Angeline Pei Chiew, Ng, Kim Tien, Teo, Swee Teng, Tan, Yee-Joo, Allen, David Michael, Chai, Louis Yi Ann, Chng, Wee Joo, Lin, Raymond T. P., Lye, David C., Wong, John Eu-Li, Tan, Gladys Gek-Yen, Chan, Conrad En Zuo, Chow, Edward Kai-Hua, Ho, Dean

“…A starting pool of 12 candidate drugs developed in collaboration with a community of infectious disease clinicians was first narrowed down to a six-drug pool and then interrogated in 50 combination regimens at three dosing levels per drug, representing 729 possible combinations. …”
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Dissipative solitons with extreme spikes in the normal and anomalous dispersion regimes by Akhmediev, N., Soto-Crespo, J. M., Vouzas, Peter, Devine, N., Chang, Wonkeun

“…It was found that DSESs exist in large regions of the parameter space of the complex cubic–quintic Ginzburg–Landau equation. …”
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Effect of initial chirp on soliton pulse compression in the ionization regime by Wan, Ying, Chang, Wonkeun

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Spin dynamics of two-dimensional systems in strong-coupling regime by Anastasiia Pervishko

“…The current thesis is devoted to the theoretical study of the spin transport effects in two-dimensional systems in strong-coupling regime. Following discussion covers several aspects of the spin dynamics and, in particular, includes: investigation of the spin and the transport properties of two-dimensional electrons dressed by laser field; investigation of polariton spin dynamics in diffusive regime; investigation of the effect of spin control in polariton systems using the effect of polariton Rabi oscillations.…”
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Semantic segmentation with less annotation efforts by Zhang, Tianyi

“…The supervision format of image-level labels for weakly supervised semantic segmentation is investigated in this thesis. To recover the pixel-wise annotations from image-level labels, region-mining models are trained to approximate the target object regions. …”
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Search by image : clothing segmentation and retrieval by Shi, Ganyu

“…We divide our system into two main stages: 1) Segmentation: We segment the query image into individual clothing classes, and use them as regions of interest for subsequent retrieval. 2) Retrieval: For each of the clothing item, we use image retrieval techniques to fetch visually similar products. …”
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Unsupervised multi-texture image segmentation by Neena Mittal

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Incremental learning technologies for semantic segmentation by Yang, Yizhuo

“…Semantic segmentation models based on deep learning technologies have achieved remarkable results in recent years. …”
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Chinese text segmentation for information retrieval by Li, Hui

“…Despite a host of word segmentation approaches and Chinese information systems that exist today, little work has been done to co-relate segmentation performance and IR effectiveness. …”
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Evaluation of watershed transform in image segmentation by Min Min Thein.

“…This dissertation develops the practical image processing toolbox, and related computer programs for the evaluation of watershed transform in image segmentation.…”
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Delving deeper into the whorl of flower segmentation by Nilsback, M, Zisserman, A

“…Performance is assessed against ground truth trimap segmentations. The algorithms is also compared to several previous approaches for flower segmentation.…”

An object category specific mrf for segmentation by Kumar, MP, Torr, PHS, Zisserman, A

“…In this chapter we present a principled Bayesian method for detecting and segmenting instances of a particular object category within an image, providing a coherent methodology for combining top down and bottom up cues. …”

Image segmentation with minimal human supervision by Shin, G

Subjects:

Learning segmentation from point trajectories by Karazija, L, Laina, I, Rupprecht, C, Vedaldi, A

“…<p>We consider the problem of segmenting objects in videos based on their motion and no other forms of supervision. …”

Superconducting resonator and Rydberg atom hybrid system in the strong coupling regime by Yu, Deshui, Landra, Alessandro, Valado, María Martínez, Hufnagel, Christoph, Kwek, Leong Chuan, Amico, Luigi, Dumke, Rainer

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Coherent perfect absorption in deeply subwavelength films in the single-photon regime by Roger, Thomas, Vezzoli, Stefano, Bolduc, Eliot, Valente, Joao, Heitz, Julius J. F., Jeffers, John, Soci, Cesare, Leach, Jonathan, Couteau, Christophe, Zheludev, Nikolay I., Faccio, Daniele

“…Extending the control of absorption down to very low light levels and eventually to the single-photon regime is of great interest and yet remains largely unexplored. …”
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China’s export control regime : from state to private sector proliferation by Yoram Evron

“…During the last decade China has strengthened its export control regime. In response, private companies have replaced state-owned corporations as the leading proliferators, thus posing challenges both to China and to the world.…”
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