{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T15:07:42Z","timestamp":1761664062194},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,3,1]],"date-time":"2020-03-01T00:00:00Z","timestamp":1583020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,3]]},"DOI":"10.1109\/wacv45572.2020.9093409","type":"proceedings-article","created":{"date-parts":[[2020,5,15]],"date-time":"2020-05-15T03:41:09Z","timestamp":1589514069000},"source":"Crossref","is-referenced-by-count":14,"title":["Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning"],"prefix":"10.1109","author":[{"given":"Mahesh Kumar","family":"Krishna Reddy","sequence":"first","affiliation":[]},{"given":"Mohammed","family":"Asiful Hossain","sequence":"additional","affiliation":[]},{"given":"Mrigank","family":"Rochan","sequence":"additional","affiliation":[]},{"given":"Yang","family":"Wang","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","article-title":"Multi-scale context aggregation by dilated convolutions","author":"yu","year":"2016","journal-title":"International Conference on Learning Representations"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00839"},{"key":"ref31","article-title":"Matching networks for one shot learning","author":"vinyals","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00131"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.70"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298684"},{"key":"ref10","article-title":"One-shot scene-specific crowd counting","author":"hossain","year":"2019","journal-title":"British Machine Vision Conference"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.329"},{"key":"ref12","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2015","journal-title":"International Conference on Learning Representations"},{"key":"ref13","article-title":"Siamese neural networks for one-shot image recognition","author":"koch","year":"2015","journal-title":"International Conference on Machine Learning"},{"key":"ref14","article-title":"One-shot learning by inverting a compositional causal process","author":"lake","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref15","article-title":"Learning to count objects in images","author":"lempitsky","year":"2010","journal-title":"Advances in neural information processing systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00120"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-8483-7_14"},{"key":"ref18","article-title":"Label efficient learning of transferable representations acrosss domains and tasks","author":"luo","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref19","article-title":"Meta networks","author":"munkhdalai","year":"2017","journal-title":"International Conference on Machine Learning"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.206"},{"key":"ref4","article-title":"From semi-supervised to transfer counting of crowds","author":"change loy","year":"2013","journal-title":"IEEE International Conference on Computer Vision"},{"key":"ref27","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2014","journal-title":"CoRR"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459191"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref29","article-title":"Prototypical networks for few-shot learning","author":"snell","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.79"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.155"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587569"},{"key":"ref9","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","author":"finn","year":"2017","journal-title":"International Conference on Machine Learning"},{"key":"ref1","first-page":"6","article-title":"On the optimization of a synaptic learning rule","author":"bengio","year":"1992","journal-title":"Preprints Conf Optimality in Artificial and Biological Neural Networks"},{"key":"ref20","article-title":"On first-order meta-learning algorithms","author":"nichol","year":"2018"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.372"},{"key":"ref21","article-title":"Automatic differentiation in pytorch","author":"paszke","year":"2017","journal-title":"Advances in Neural Information Processing Systems Workshop"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.429"},{"key":"ref23","article-title":"Optimization as a model for few-shot learning","author":"ravi","year":"2017","journal-title":"International Conference on Learning Representations"},{"key":"ref26","article-title":"Evolutionary principles in self-referential learning","author":"schmidhuber","year":"1987","journal-title":"On learning how to learn The meta-meta-&#x2026; hook ) Diploma thesis"},{"key":"ref25","article-title":"Meta-learning with memory-augmented neural networks","author":"santoro","year":"2016","journal-title":"International Conference on Machine Learning"}],"event":{"name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","location":"Snowmass Village, CO, USA","start":{"date-parts":[[2020,3,1]]},"end":{"date-parts":[[2020,3,5]]}},"container-title":["2020 IEEE Winter Conference on Applications of Computer Vision (WACV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9087828\/9093261\/09093409.pdf?arnumber=9093409","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,30]],"date-time":"2022-06-30T15:13:47Z","timestamp":1656602027000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9093409\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,3]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/wacv45572.2020.9093409","relation":{},"subject":[],"published":{"date-parts":[[2020,3]]}}}