本文提出了一个新的任务 -- 几何破碎重组 (geometric assembly); 通过使用最新的simulator, 我们得以快速且真实地打碎上百万三维物体 (3D object), 发布了第一个用于此任务的数据集 Breaking Bad, 此外,我们在此数据集上 benchmark 现有的语义破碎重组 (semantic assembly) 算法,发现它们并不适合几何重组的任务。相...
The State of Data Curation at NeurIPS: AnAssessment of Dataset Development Practices in theDatasets and Benchmarks TrackEshta Bhardwaj 1,3 , Harshit Gujral 2 , Siyi Wu 2 , Ciara Zogheib 1 , Tegan Maharaj 1 , and Christoph Becker 1,31 Faculty of Information, University of Toronto2 Departmen...
内容提示: MMM-RS: A Multi-modal, Multi-GSD, Multi-sceneRemote Sensing Dataset and Benchmark forText-to-Image GenerationJialin Luo 1,∗ , Yuanzhi Wang 1,∗ , Ziqi Gu 1 , Yide Qiu 1 , Shuaizhen Yao 1 , Fuyun Wang 1 ,Chunyan Xu 1 , Wenhua Zhang 1 , Dan Wang 2 , Zhen Cui...
A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track) Topics machine-learning emulation pytorch radiative-transfer dataset neural-networks atmospheric-science climate-change distributional-shift climart ...
and explore methods to capitalize on the temporal redundancy of text in video. We present detection performance using the Video Analysis and Content Extraction (VACE) benchmarking framework on the ICDAR 2013 Robust Reading Challenge 3 video dataset and on a new video text dataset. We also ...
{Gilad Baruch and Zhuoyuan Chen and Afshin Dehghan and Tal Dimry and Yuri Feigin and Peter Fu and Thomas Gebauer and Brandon Joffe and Daniel Kurz and Arik Schwartz and Elad Shulman}, booktitle={Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (...
The introduction of a “Datasets and Benchmarks Track”151 at the Neural Information Processing Systems Conference 2021, which will incentivize data-focused research, indicates a positive step in this direction. We hope the response to this work goes beyond optimizing datasets to be “bigger” and...
Mobile Face Tracking: A Survey and Benchmark .[J] arXiv preprint arXiv:1805.09749. Meng Shen, Zelin Liao, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu .IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks .[J] arXiv preprint arXiv:1810.03323....
Such deepmodels have improved the quality of the composition and can create authentic music.∗ Equal Contribution† Work done at Pozalabs, now at POSTECH EE36th Conference on Neural Information Processing Systems (NeurIPS 2022) Track on Datasets and Benchmarks.arXiv:2211.09385v1 [cs.SD] 17 ...
Although the importance of standard datasets, benchmarking has not received as much attention as other types of researches such as detection and analysis. Only a single study (p42) has been carried with a primary focus to propose a benchmark dataset for webshell detection. The dataset is not ...