Tackling background ambiguities in multi-class few-shot point cloud semantic segmentation by Lai, Lvlong, Chen, Jian, Zhang, Chi, Zhang, Zehong, Lin, Guosheng, Wu, Qingyao

“…With our proposed approach, fine-tuning, a weak baseline method for few-shot segmentation, gains significant performance improvement (e.g., 7.48% and 7.04% in 2-way-1-shot and 3-way-1-shot tasks of S3DIS, respectively) and outperforms current state-of-the-art methods in all the task settings of S3DIS and ScanNet benchmark datasets.…”
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Hierarchical skeleton Meta-Prototype Contrastive learning with hard skeleton mining for unsupervised person re-identification by Rao, Haocong, Leung, Cyril, Miao, Chunyan

“…Firstly, we construct hierarchical representations of skeletons to model coarse-to-fine body and motion features from the levels of body joints, components, and limbs. …”
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Full-spectrum out-of-distribution detection by Yang, Jingkang, Zhou, Kaiyang, Liu, Ziwei

“…These new benchmarks have a more fine-grained categorization of distributions (i.elet@tokeneonedot, training ID, covariate-shifted ID, near-OOD, and far-OOD) for the purpose of more comprehensively evaluating the pros and cons of algorithms. …”
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Unsupervised land-use change detection using multi-temporal POI embedding by Yao, Yao, Zhu, Qia, Guo, Zijin, Huang, Weiming, Zhang, Yatao, Yan, Xiaoqin, Dong, Anning, Jiang, Zhangwei, Liu, Hong, Guan, Qingfeng

“…In addition, our model can effectively identify areas with unchanged land use and land use changes in residential and industrial areas at a fine scale.…”
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Bitstream-corrupted JPEG images are restorable: two-stage compensation and alignment framework for image restoration by Liu, Wenyang, Wang, Yi, Yap, Kim-Hui, Chau, Lap-Pui

“…The GCA leverages the extracted low-resolution thumbnail from the JPEG header to guide full-resolution pixel-wise image restoration in a coarse-to-fine manner. It is achieved by a coarse-guided pix2pix network and a refine-guided bi-directional Laplacian pyramid fusion network. …”
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Deposition and characterisation of a diamond/Ti/diamond multilayer structure by Mallik, Awadesh Kumar, Lloret, Fernando, Gutierrez, Marina, Rouzbahani, Rozita, Pobedinskas, Paulius, Shih, Wen-Ching, Haenen, Ken

“…The titanium layer in between the two diamond layers possesses a very-fine-grained microstructure. Transmission electron microscopy (TEM) results show evidence of intermixing between the titanium and diamond layers at their respective interfaces. …”
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Amorphous high-entropy phosphide nanosheets with multi-atom catalytic sites for efficient oxygen evolution by Li, Xiumin, Xie, Zhengkun, Roy, Soumyabrata, Gao, Longqing, Liu, Jie, Zhao, Bing, Wei, Ran, Tang, Bijun, Wang, Hongyan, Ajayan, Pulickel, Tang, Keyong

“…Furthermore, Fe and Ni/Co sites prefer to stabilize the HO* and HOO* intermediates respectively, conducive to breaking their scaling relation of Gibbs free energy during OER. Owing to its fine-tuned composition and the synergistic effect of multiple active sites, the FeCoNiCuYP/C electrocatalyst demonstrates superior OER performance in alkaline solutions, requiring a mere 316 mV overpotential to yield 100 mA cm-2 current density with excellent stability. …”
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Development of a vision-based gesture human-computer interface by Lim, Chun Ping.

“…The VG HCI system was subjected to a series of performance evaluation experiments and the system’s parameters were fine tuned with insights gained from the experiments. …”
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The durability properties of high volume oil palm biomass waste mortar by Abdul Shukor Lim, Nor Hasanah

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Multi-species rotational grazing of small ruminants regenerates undergrowth vegetation while controlling weeds in the oil palm silvopastoral system by Tohiran, Kamil Azmi, Nobilly, Frisco, Zulkifli, Raja, Yahya, Muhammad Syafiq, Norhisham, Ahmad Razi, Rasyidi, Md Zainal, Azhar, Badrul

“…Hence, we concluded managing undergrowth vegetation in oil palm plantations using multi-species livestock grazing is a practical approach, and it should be fine-tuned for example by choosing livestock species based on the targeted objectives and the grazing sequence that will be practiced to regenerate the oil palm silvopastoral system. …”
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Exceptionally active iridium evolved from a pseudo-cubic perovskite for oxygen evolution in acid by Chen, Yubo, Li, Haiyan, Wang, Jingxian, Du, Yonghua, Xi, Shibo, Sun, Yuanmiao, Sherburne, Matthew, Ager, Joel W., Fisher, Adrian C., Xu, Jason Zhichuan

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High velocity domain wall propagation using voltage controlled magnetic anisotropy by Tan, Fu Nan, Gan, Wei Liang, Ang, Calvin Ching Ian, Liu, H. X., Poh, F., Lew, Wen Siang, Wong, G. D. H.

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Search condition-hiding query evaluation on encrypted databases by Kim, Myungsun, Lee, Hyung Tae, Ling, San, Ren, Shu Qin, Tan, Benjamin Hong Meng, Wang, Huaxiong

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Multiple hollow-core anti-resonant fiber as a supermodal fiber interferometer by Huang, Xiaosheng, Zang, Jichao, Yoo, Seongwoo

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Eurotium cristatum fermented okara as a potential food ingredient to combat diabetes by Chan, Li Yan, Takahashi, Masaki, Lim, Jean Pei, Aoyama, Shinya, Makino, Saneyuki, Ferdinandus, Ferdinandus, Ng, Clara Shi Ya, Arai, Satoshi, Fujita, Hideaki, Tan, Hong Chang, Shibata, Shigenobu, Lee, Ken Chi-Lik

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Controllability robustness against cascading failure for complex logistics networks based on nonlinear load-capacity model by Yang, Yue`, Sun, Baofeng, Wang, Shaohua, Li, Yongxing, Li, Xiaoni

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Breaking permutation-based mesh steganography and security improvement by Wang, Yimin, Kong, Lingsheng, Qian, Zhenxing, Feng, Guorui, Zhang, Xinpeng, Zheng, Jianmin

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High yield synthesis of graphene quantum dots from biomass waste as a highly selective probe for Fe3+ sensing by Abbas, Aumber, Tabish, Tanveer A., Bull, Steve J., Lim, Tuti Mariana, Phan, Anh N.

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Dynamic properties of high-Tc superconducting nano-junctions made with a focused helium ion beam by Couëdo, François, Amari, Paul, Feuillet-Palma, Cheryl, Ulysse, Christian, Srivastava, Yogesh Kumar, Singh, Ranjan, Bergeal, Nicolas, Lesueur, Jérôme

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Graph embeddings on gene ontology annotations for protein-protein interaction prediction by Zhong, Xiaoshi, Rajapakse, Jagath Chandana

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