{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T23:16:35Z","timestamp":1776208595716,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":61,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,10,12]],"date-time":"2020-10-12T00:00:00Z","timestamp":1602460800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Natural Science Foundation of China","award":["61902028"],"award-info":[{"award-number":["61902028"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,10,12]]},"DOI":"10.1145\/3394171.3413995","type":"proceedings-article","created":{"date-parts":[[2020,10,12]],"date-time":"2020-10-12T13:10:18Z","timestamp":1602508218000},"page":"3866-3874","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":41,"title":["Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation"],"prefix":"10.1145","author":[{"given":"Shuang","family":"Li","sequence":"first","affiliation":[{"name":"Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Binhui","family":"Xie","sequence":"additional","affiliation":[{"name":"Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiashu","family":"Wu","sequence":"additional","affiliation":[{"name":"University of Melbourne, Melbourne, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ying","family":"Zhao","sequence":"additional","affiliation":[{"name":"Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chi Harold","family":"Liu","sequence":"additional","affiliation":[{"name":"Beijing Institute of Technology, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhengming","family":"Ding","sequence":"additional","affiliation":[{"name":"Indiana University-Purdue University Indianapolis, Indianapolis, IN, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,10,12]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Learning from Multiple Partially Observed Views -an Application to Multilingual Text Categorization","author":"Amini Massih R.","unstructured":"Massih R. Amini , Nicolas Usunier , and Cyril Goutte . 2009. Learning from Multiple Partially Observed Views -an Application to Multilingual Text Categorization . In NeurIPS. MIT Press , 28--36. Massih R. Amini, Nicolas Usunier, and Cyril Goutte. 2009. Learning from Multiple Partially Observed Views -an Application to Multilingual Text Categorization. In NeurIPS. MIT Press, 28--36."},{"key":"e_1_3_2_2_2_1","volume-title":"Surf: Speeded up robust features","author":"Bay Herbert","year":"2006","unstructured":"Herbert Bay , Tinne Tuytelaars , and Luc Van Gool . 2006 . Surf: Speeded up robust features . In ECCV. Springer , 404--417. Herbert Bay, Tinne Tuytelaars, and Luc Van Gool. 2006. Surf: Speeded up robust features. In ECCV. Springer, 404--417."},{"key":"e_1_3_2_2_3_1","volume-title":"Analysis of Representations for Domain Adaptation","author":"Bendavid Shai","unstructured":"Shai Bendavid , John Blitzer , Koby Crammer , and Fernando Pereira . 2006. Analysis of Representations for Domain Adaptation . In NeurIPS. MIT Press , 137--144. Shai Bendavid, John Blitzer, Koby Crammer, and Fernando Pereira. 2006. Analysis of Representations for Domain Adaptation. In NeurIPS. MIT Press, 137--144."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"crossref","unstructured":"John Blitzer Ryan McDonald and Fernando Pereira. 2006. Domain Adaptation with Structural Correspondence Learning. In EMNLP. ACL 120--128. John Blitzer Ryan McDonald and Fernando Pereira. 2006. Domain Adaptation with Structural Correspondence Learning. In EMNLP. ACL 120--128.","DOI":"10.3115\/1610075.1610094"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"crossref","unstructured":"Cristian Buciluundefined Rich Caruana and Alexandru Niculescu-Mizil. 2006. Model Compression. In ACM SIGKDD. ACM 535--541. Cristian Buciluundefined Rich Caruana and Alexandru Niculescu-Mizil. 2006. Model Compression. In ACM SIGKDD. ACM 535--541.","DOI":"10.1145\/1150402.1150464"},{"key":"e_1_3_2_2_6_1","volume-title":"Progressive Feature Alignment for Unsupervised Domain Adaptation","author":"Chen Chaoqi","unstructured":"Chaoqi Chen , Weiping Xie , Wenbing Huang , Yu Rong , Xinghao Ding , Yue Huang , Tingyang Xu , and Junzhou Huang . 2019. Progressive Feature Alignment for Unsupervised Domain Adaptation . In CVPR. IEEE , 627--636. Chaoqi Chen, Weiping Xie, Wenbing Huang, Yu Rong, Xinghao Ding, Yue Huang, Tingyang Xu, and Junzhou Huang. 2019. Progressive Feature Alignment for Unsupervised Domain Adaptation. In CVPR. IEEE, 627--636."},{"key":"e_1_3_2_2_7_1","volume-title":"Yaohung Hubert Tsai, Yuchiang Frank Wang, and Mingsyan Chen.","author":"Chen Weiyu","year":"2016","unstructured":"Weiyu Chen , Tzuming Harry Hsu , Yaohung Hubert Tsai, Yuchiang Frank Wang, and Mingsyan Chen. 2016 . Transfer Neural Trees for Heterogeneous Domain Adaptation. In ECCV. Springer , 399--414. Weiyu Chen, Tzuming Harry Hsu, Yaohung Hubert Tsai, Yuchiang Frank Wang, and Mingsyan Chen. 2016. Transfer Neural Trees for Heterogeneous Domain Adaptation. In ECCV. Springer, 399--414."},{"key":"e_1_3_2_2_8_1","volume-title":"NUS-WIDE: a real-world web image database from National University of Singapore","author":"Chua Tatseng","unstructured":"Tatseng Chua , Jinhui Tang , Richang Hong , Haojie Li , Zhiping Luo , and Yantao Zheng . 2009. NUS-WIDE: a real-world web image database from National University of Singapore . In CIVR. IEEE , 48. Tatseng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, and Yantao Zheng. 2009. NUS-WIDE: a real-world web image database from National University of Singapore. In CIVR. IEEE, 48."},{"key":"e_1_3_2_2_9_1","volume-title":"Translated Learning: Transfer Learning across Different Feature Spaces","author":"Dai Wenyuan","year":"2008","unstructured":"Wenyuan Dai , Yuqiang Chen , Guirong Xue , Qiang Yang , and Yong Yu . 2008 . Translated Learning: Transfer Learning across Different Feature Spaces . In NeurIPS. MIT Press , 353--360. Wenyuan Dai, Yuqiang Chen, Guirong Xue, Qiang Yang, and Yong Yu. 2008. Translated Learning: Transfer Learning across Different Feature Spaces. In NeurIPS. MIT Press, 353--360."},{"key":"e_1_3_2_2_10_1","volume-title":"Imagenet: A large-scale hierarchical image database","author":"Deng Jia","year":"2009","unstructured":"Jia Deng , Wei Dong , Richard Socher , Li-Jia Li , Kai Li , and Li Fei-Fei . 2009 . Imagenet: A large-scale hierarchical image database . In CVPR. IEEE , 248--255. Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei. 2009. Imagenet: A large-scale hierarchical image database. In CVPR. IEEE, 248--255."},{"key":"e_1_3_2_2_11_1","volume-title":"ICML","volume":"32","author":"Donahue Jeff","year":"2014","unstructured":"Jeff Donahue , Yangqing Jia , Oriol Vinyals , Judy Hoffman , Ning Zhang , Eric Tzeng , and Trevor Darrell . 2014 . DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition . In ICML , Vol. 32 . ACM, 647--655. Jeff Donahue, Yangqing Jia, Oriol Vinyals, Judy Hoffman, Ning Zhang, Eric Tzeng, and Trevor Darrell. 2014. DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition. In ICML, Vol. 32. ACM, 647--655."},{"key":"e_1_3_2_2_12_1","unstructured":"Lixin Duan Dong Xu and Ivor W Tsang. 2012. Learning with Augmented Features for Heterogeneous Domain Adaptation. In ICML. ACM 667--674. Lixin Duan Dong Xu and Ivor W Tsang. 2012. Learning with Augmented Features for Heterogeneous Domain Adaptation. In ICML. ACM 667--674."},{"key":"e_1_3_2_2_13_1","volume-title":"Unsupervised Visual Domain Adaptation Using Subspace Alignment","author":"Fernando Basura","unstructured":"Basura Fernando , Amaury Habrard , Marc Sebban , and Tinne Tuytelaars . 2013. Unsupervised Visual Domain Adaptation Using Subspace Alignment . In ICCV. IEEE , 2960--2967. Basura Fernando, Amaury Habrard, Marc Sebban, and Tinne Tuytelaars. 2013. Unsupervised Visual Domain Adaptation Using Subspace Alignment. In ICCV. IEEE, 2960--2967."},{"key":"e_1_3_2_2_14_1","unstructured":"Yaroslav Ganin and Victor Lempitsky. 2015. Unsupervised Domain Adaptation by Backpropagation. In ICML. ACM 1180--1189. Yaroslav Ganin and Victor Lempitsky. 2015. Unsupervised Domain Adaptation by Backpropagation. In ICML. ACM 1180--1189."},{"key":"e_1_3_2_2_15_1","volume-title":"JMLR","volume":"17","author":"Ganin Yaroslav","year":"2016","unstructured":"Yaroslav Ganin , Evgeniya Ustinova , Hana Ajakan , Pascal Germain , Hugo Larochelle , Francc ois Laviolette , Mario March , and Victor Lempitsky . 2016 . Domain-Adversarial Training of Neural Networks . JMLR , Vol. 17 , 59 (2016), 1--35. Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan, Pascal Germain, Hugo Larochelle, Francc ois Laviolette, Mario March, and Victor Lempitsky. 2016. Domain-Adversarial Training of Neural Networks. JMLR, Vol. 17, 59 (2016), 1--35."},{"key":"e_1_3_2_2_16_1","unstructured":"Xavier Glorot Antoine Bordes and Yoshua Bengio. 2011. Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach. In ICML. ACM 513--520. Xavier Glorot Antoine Bordes and Yoshua Bengio. 2011. Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach. In ICML. ACM 513--520."},{"key":"e_1_3_2_2_17_1","volume-title":"A kernel method for the two-sample-problem","author":"Gretton Arthur","unstructured":"Arthur Gretton , Karsten M Borgwardt , Malte Rasch , Bernhard Sch\u00f6lkopf , and Alex J Smola . 2007. A kernel method for the two-sample-problem . In NeurIPS. MIT Press , 513--520. Arthur Gretton, Karsten M Borgwardt, Malte Rasch, Bernhard Sch\u00f6lkopf, and Alex J Smola. 2007. A kernel method for the two-sample-problem. In NeurIPS. MIT Press, 513--520."},{"key":"e_1_3_2_2_18_1","unstructured":"Gregory Griffin Alex Holub and Pietro Perona. 2007. Caltech-256 object category dataset. Gregory Griffin Alex Holub and Pietro Perona. 2007. Caltech-256 object category dataset."},{"key":"e_1_3_2_2_19_1","volume-title":"Deep residual learning for image recognition","author":"He Kaiming","unstructured":"Kaiming He , Xiangyu Zhang , Shaoqing Ren , and Jian Sun . 2016. Deep residual learning for image recognition . In CVPR. IEEE , 770--778. Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. 2016. Deep residual learning for image recognition. In CVPR. IEEE, 770--778."},{"key":"e_1_3_2_2_20_1","volume-title":"Distilling the Knowledge in a Neural Network. arXiv:1503.02531","author":"Hinton Geoffrey E","year":"2015","unstructured":"Geoffrey E Hinton , Oriol Vinyals , and Jeffrey Dean . 2015. Distilling the Knowledge in a Neural Network. arXiv:1503.02531 ( 2015 ). Geoffrey E Hinton, Oriol Vinyals, and Jeffrey Dean. 2015. Distilling the Knowledge in a Neural Network. arXiv:1503.02531 (2015)."},{"key":"e_1_3_2_2_21_1","unstructured":"Judy Hoffman Erik Rodner Jeff Donahue Trevor Darrell and Kate Saenko. 2013. Efficient Learning of Domain-invariant Image Representations. In ICLR. Judy Hoffman Erik Rodner Jeff Donahue Trevor Darrell and Kate Saenko. 2013. Efficient Learning of Domain-invariant Image Representations. In ICLR."},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0719-3"},{"key":"e_1_3_2_2_23_1","volume-title":"Yiren Yeh, and Yuchiang Frank Wang.","author":"Hsieh Yuanting","year":"2016","unstructured":"Yuanting Hsieh , Shiyen Tao , Yaohung Hubert Tsai , Yiren Yeh, and Yuchiang Frank Wang. 2016 . Recognizing heterogeneous cross-domain data via generalized joint distribution adaptation. In ICME. IEEE , 1--6. Yuanting Hsieh, Shiyen Tao, Yaohung Hubert Tsai, Yiren Yeh, and Yuchiang Frank Wang. 2016. Recognizing heterogeneous cross-domain data via generalized joint distribution adaptation. In ICME. IEEE, 1--6."},{"key":"e_1_3_2_2_24_1","volume-title":"What you saw is not what you get: Domain adaptation using asymmetric kernel transforms","author":"Kulis Brian","unstructured":"Brian Kulis , Kate Saenko , and Trevor Darrell . 2011. What you saw is not what you get: Domain adaptation using asymmetric kernel transforms . In CVPR. IEEE , 1785--1792. Brian Kulis, Kate Saenko, and Trevor Darrell. 2011. What you saw is not what you get: Domain adaptation using asymmetric kernel transforms. In CVPR. IEEE, 1785--1792."},{"key":"e_1_3_2_2_25_1","first-page":"1381","article-title":"b","volume":"30","author":"Li Jingjing","year":"2019","unstructured":"Jingjing Li , Ke Lu , Zi Huang , Lei Zhu , and Hengtao Shen . 2019 b . Heterogeneous Domain Adaptation Through Progressive Alignment. TNNLS , Vol. 30 , 5 (2019), 1381 -- 1391 . Jingjing Li, Ke Lu, Zi Huang, Lei Zhu, and Hengtao Shen. 2019 b. Heterogeneous Domain Adaptation Through Progressive Alignment. TNNLS, Vol. 30, 5 (2019), 1381--1391.","journal-title":"Heterogeneous Domain Adaptation Through Progressive Alignment. TNNLS"},{"key":"e_1_3_2_2_26_1","volume-title":"Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, and Zhengming Ding. 2020 a. Deep Residual Correction Network for Partial Domain Adaptation. TPAMI","author":"Li Shuang","year":"2020","unstructured":"Shuang Li , Chi Harold Liu , Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, and Zhengming Ding. 2020 a. Deep Residual Correction Network for Partial Domain Adaptation. TPAMI ( 2020 ), 1--1. Shuang Li, Chi Harold Liu, Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, and Zhengming Ding. 2020 a. Deep Residual Correction Network for Partial Domain Adaptation. TPAMI (2020), 1--1."},{"key":"e_1_3_2_2_27_1","unstructured":"Shuang Li Chi Harold Liu Binhui Xie Limin Su Zhengming Ding and Gao Huang. 2019 a. Joint Adversarial Domain Adaptation. In ACM MM. ACM 729--737. Shuang Li Chi Harold Liu Binhui Xie Limin Su Zhengming Ding and Gao Huang. 2019 a. Joint Adversarial Domain Adaptation. In ACM MM. ACM 729--737."},{"key":"e_1_3_2_2_28_1","volume-title":"Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, and Jian Tang. 2020 b. Domain Conditioned Adaptation Network","author":"Li Shuang","unstructured":"Shuang Li , Harold Chi Liu , Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, and Jian Tang. 2020 b. Domain Conditioned Adaptation Network . In AAAI. AAAI Press , 11386--11393. Shuang Li, Harold Chi Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, and Jian Tang. 2020 b. Domain Conditioned Adaptation Network. In AAAI. AAAI Press, 11386--11393."},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2839528"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.167"},{"key":"e_1_3_2_2_31_1","volume-title":"Transferable Representation Learning with Deep Adaptation Networks. TPAMI","author":"Long Mingsheng","year":"2018","unstructured":"Mingsheng Long , Yue Cao , Zhangjie Cao , Jianmin Wang , and Michael I Jordan . 2018a. Transferable Representation Learning with Deep Adaptation Networks. TPAMI ( 2018 ). Mingsheng Long, Yue Cao, Zhangjie Cao, Jianmin Wang, and Michael I Jordan. 2018a. Transferable Representation Learning with Deep Adaptation Networks. TPAMI (2018)."},{"key":"e_1_3_2_2_32_1","volume-title":"Conditional adversarial domain adaptation","author":"Long Mingsheng","unstructured":"Mingsheng Long , Zhangjie Cao , Jianmin Wang , and Michael I Jordan . 2018b. Conditional adversarial domain adaptation . In NeurIPS. MIT Press , 1647--1657. Mingsheng Long, Zhangjie Cao, Jianmin Wang, and Michael I Jordan. 2018b. Conditional adversarial domain adaptation. In NeurIPS. MIT Press, 1647--1657."},{"key":"e_1_3_2_2_33_1","volume-title":"Label Efficient Learning of Transferable Representations acrosss Domains and Tasks","author":"Luo Zelun","unstructured":"Zelun Luo , Yuliang Zou , Judy Hoffman , and Fei-Fei Li. 2017. Label Efficient Learning of Transferable Representations acrosss Domains and Tasks . In NeurIPS. MIT Press , 165--177. Zelun Luo, Yuliang Zou, Judy Hoffman, and Fei-Fei Li. 2017. Label Efficient Learning of Transferable Representations acrosss Domains and Tasks. In NeurIPS. MIT Press, 165--177."},{"key":"e_1_3_2_2_34_1","unstructured":"Andrew L. Maas. 2013. Rectifier Nonlinearities Improve Neural Network Acoustic Models. Andrew L. Maas. 2013. Rectifier Nonlinearities Improve Neural Network Acoustic Models."},{"key":"e_1_3_2_2_35_1","unstructured":"Liqiang Nie Wenjie Wang Richang Hong Meng Wang and Qi Tian. 2019. Multimodal Dialog System: Generating Responses via Adaptive Decoders. In ACM MM. ACM 1098--1106. Liqiang Nie Wenjie Wang Richang Hong Meng Wang and Qi Tian. 2019. Multimodal Dialog System: Generating Responses via Adaptive Decoders. In ACM MM. ACM 1098--1106."},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2091281"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"e_1_3_2_2_38_1","volume-title":"Transferrable Prototypical Networks for Unsupervised Domain Adaptation","author":"Pan Yingwei","unstructured":"Yingwei Pan , Ting Yao , Yehao Li , Yu Wang , Chong-Wah Ngo , and Tao Mei . 2019. Transferrable Prototypical Networks for Unsupervised Domain Adaptation . In CVPR. IEEE , 2239--2247. Yingwei Pan, Ting Yao, Yehao Li, Yu Wang, Chong-Wah Ngo, and Tao Mei. 2019. Transferrable Prototypical Networks for Unsupervised Domain Adaptation. In CVPR. IEEE, 2239--2247."},{"key":"e_1_3_2_2_39_1","unstructured":"Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga etal 2019. PyTorch: An imperative style high-performance deep learning library. In NeurIPS. MIT Press 8024--8035. Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury Gregory Chanan Trevor Killeen Zeming Lin Natalia Gimelshein Luca Antiga et al. 2019. PyTorch: An imperative style high-performance deep learning library. In NeurIPS. MIT Press 8024--8035."},{"key":"e_1_3_2_2_40_1","volume-title":"Emanuele Coviello, Gabriel Doyle, Gert R.G. Lanckriet, Roger Levy, and Nuno Vasconcelos.","author":"Rasiwasia Nikhil","year":"2010","unstructured":"Nikhil Rasiwasia , Jose Costa Pereira , Emanuele Coviello, Gabriel Doyle, Gert R.G. Lanckriet, Roger Levy, and Nuno Vasconcelos. 2010 . A New Approach to Cross-Modal Multimedia Retrieval. In ACM MM. ACM , 251--260. Nikhil Rasiwasia, Jose Costa Pereira, Emanuele Coviello, Gabriel Doyle, Gert R.G. Lanckriet, Roger Levy, and Nuno Vasconcelos. 2010. A New Approach to Cross-Modal Multimedia Retrieval. In ACM MM. ACM, 251--260."},{"key":"e_1_3_2_2_41_1","volume-title":"Adapting visual category models to new domains","author":"Saenko Kate","unstructured":"Kate Saenko , Brian Kulis , Mario Fritz , and Trevor Darrell . 2010. Adapting visual category models to new domains . In ECCV. Springer , 213--226. Kate Saenko, Brian Kulis, Mario Fritz, and Trevor Darrell. 2010. Adapting visual category models to new domains. In ECCV. Springer, 213--226."},{"key":"e_1_3_2_2_42_1","volume-title":"Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation","author":"Shi Xiaoxiao","unstructured":"Xiaoxiao Shi , Qi Liu , Wei Fan , Philip S Yu , and Ruixin Zhu . 2010. Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation . In ICDE. IEEE , 1049--1054. Xiaoxiao Shi, Qi Liu, Wei Fan, Philip S Yu, and Ruixin Zhu. 2010. Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation. In ICDE. IEEE, 1049--1054."},{"key":"e_1_3_2_2_43_1","unstructured":"Xiangbo Shu Guo-Jun Qi Jinhui Tang and Jingdong Wang. 2015. Weakly-Shared Deep Transfer Networks for Heterogeneous-Domain Knowledge Propagation. In ACM MM. ACM 35--44. Xiangbo Shu Guo-Jun Qi Jinhui Tang and Jingdong Wang. 2015. Weakly-Shared Deep Transfer Networks for Heterogeneous-Domain Knowledge Propagation. In ACM MM. ACM 35--44."},{"key":"e_1_3_2_2_44_1","volume-title":"Prototypical Networks for Few-shot Learning","author":"Snell Jake","unstructured":"Jake Snell , Kevin Swersky , and Richard S Zemel . 2017. Prototypical Networks for Few-shot Learning . In NeurIPS. MIT Press , 4077--4087. Jake Snell, Kevin Swersky, and Richard S Zemel. 2017. Prototypical Networks for Few-shot Learning. In NeurIPS. MIT Press, 4077--4087."},{"key":"e_1_3_2_2_45_1","volume-title":"A testbed for cross-dataset analysis","author":"Tommasi Tatiana","unstructured":"Tatiana Tommasi and Tinne Tuytelaars . 2014. A testbed for cross-dataset analysis . In ECCV. Springer , 18--31. Tatiana Tommasi and Tinne Tuytelaars. 2014. A testbed for cross-dataset analysis. In ECCV. Springer, 18--31."},{"key":"e_1_3_2_2_46_1","volume-title":"Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation","author":"Tsai Yaohung Hubert","unstructured":"Yaohung Hubert Tsai , Yiren Yeh , and Yuchiang Frank Wang . 2016a. Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation . In CVPR. IEEE , 5081--5090. Yaohung Hubert Tsai, Yiren Yeh, and Yuchiang Frank Wang. 2016a. Learning Cross-Domain Landmarks for Heterogeneous Domain Adaptation. In CVPR. IEEE, 5081--5090."},{"key":"e_1_3_2_2_47_1","volume-title":"Heterogeneous domain adaptation with label and structure consistency","author":"Hubert Tsai Yao-Huang","unstructured":"Yao-Huang Hubert Tsai , Yi-Ren Yeh , and Yu-Chiang Frank Wang . 2016b. Heterogeneous domain adaptation with label and structure consistency . In ICASSP. IEEE , 2842--2846. Yao-Huang Hubert Tsai, Yi-Ren Yeh, and Yu-Chiang Frank Wang. 2016b. Heterogeneous domain adaptation with label and structure consistency. In ICASSP. IEEE, 2842--2846."},{"key":"e_1_3_2_2_48_1","volume-title":"Simultaneous deep transfer across domains and tasks","author":"Tzeng Eric","unstructured":"Eric Tzeng , Judy Hoffman , Trevor Darrell , and Kate Saenko . 2015. Simultaneous deep transfer across domains and tasks . In ICCV. IEEE , 4068--4076. Eric Tzeng, Judy Hoffman, Trevor Darrell, and Kate Saenko. 2015. Simultaneous deep transfer across domains and tasks. In ICCV. IEEE, 4068--4076."},{"key":"e_1_3_2_2_49_1","volume-title":"Adversarial discriminative domain adaptation","author":"Tzeng Eric","unstructured":"Eric Tzeng , Judy Hoffman , Kate Saenko , and Trevor Darrell . 2017. Adversarial discriminative domain adaptation . In CVPR. IEEE , 2962--2971. Eric Tzeng, Judy Hoffman, Kate Saenko, and Trevor Darrell. 2017. Adversarial discriminative domain adaptation. In CVPR. IEEE, 2962--2971."},{"key":"e_1_3_2_2_50_1","volume-title":"Deep domain confusion: Maximizing for domain invariance. arXiv:1412.3474","author":"Tzeng Eric","year":"2014","unstructured":"Eric Tzeng , Judy Hoffman , Ning Zhang , Kate Saenko , and Trevor Darrell . 2014. Deep domain confusion: Maximizing for domain invariance. arXiv:1412.3474 ( 2014 ). Eric Tzeng, Judy Hoffman, Ning Zhang, Kate Saenko, and Trevor Darrell. 2014. Deep domain confusion: Maximizing for domain invariance. arXiv:1412.3474 (2014)."},{"key":"e_1_3_2_2_51_1","unstructured":"Chang Wang and Sridhar Mahadevan. 2011. Heterogeneous domain adaptation using manifold alignment. In IJCAI. Morgan Kaufmann 1541--1546. Chang Wang and Sridhar Mahadevan. 2011. Heterogeneous domain adaptation using manifold alignment. In IJCAI. Morgan Kaufmann 1541--1546."},{"key":"e_1_3_2_2_52_1","volume-title":"Cross-View Action Recognition over Heterogeneous Feature Spaces","author":"Wu Xinxiao","unstructured":"Xinxiao Wu , Han Wang , Cuiwei Liu , and Yunde Jia . 2013. Cross-View Action Recognition over Heterogeneous Feature Spaces . In ICCV. IEEE , 609--616. Xinxiao Wu, Han Wang, Cuiwei Liu, and Yunde Jia. 2013. Cross-View Action Recognition over Heterogeneous Feature Spaces. In ICCV. IEEE, 609--616."},{"key":"e_1_3_2_2_53_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2343216"},{"key":"e_1_3_2_2_54_1","volume-title":"Semi-supervised subspace co-projection for multi-class heterogeneous domain adaptation","author":"Xiao Min","unstructured":"Min Xiao and Yuhong Guo . 2015b. Semi-supervised subspace co-projection for multi-class heterogeneous domain adaptation . In ECML. Springer , 525--540. Min Xiao and Yuhong Guo. 2015b. Semi-supervised subspace co-projection for multi-class heterogeneous domain adaptation. In ECML. Springer, 525--540."},{"key":"e_1_3_2_2_55_1","unstructured":"Shaoan Xie and Zibin Zheng. 2018. Learning Semantic Representations for Unsupervised Domain Adaptation. In ICML. ACM 5419--5428. Shaoan Xie and Zibin Zheng. 2018. Learning Semantic Representations for Unsupervised Domain Adaptation. In ICML. ACM 5419--5428."},{"key":"e_1_3_2_2_56_1","doi-asserted-by":"crossref","unstructured":"Yuguang Yan Wen Li Hanrui Wu Huaqing Min Mingkui Tan and Qingyao Wu. 2018. Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation. In IJCAI. Morgan Kaufmann 2969--2975. Yuguang Yan Wen Li Hanrui Wu Huaqing Min Mingkui Tan and Qingyao Wu. 2018. Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation. In IJCAI. Morgan Kaufmann 2969--2975.","DOI":"10.24963\/ijcai.2018\/412"},{"key":"e_1_3_2_2_57_1","doi-asserted-by":"crossref","unstructured":"Yuan Yao Yu Zhang Xutao Li and Yunming Ye. 2019. Heterogeneous Domain Adaptation via Soft Transfer Network. In ACM MM. ACM 1578--1586. Yuan Yao Yu Zhang Xutao Li and Yunming Ye. 2019. Heterogeneous Domain Adaptation via Soft Transfer Network. In ACM MM. ACM 1578--1586.","DOI":"10.1145\/3343031.3350955"},{"key":"e_1_3_2_2_58_1","doi-asserted-by":"crossref","unstructured":"Han-Jia Ye Xiang-Rong Sheng De-Chuan Zhan and Peng He. 2018. Distance Metric Facilitated Transportation between Heterogeneous Domains. In IJCAI. Morgan Kaufmann 3012--3018. Han-Jia Ye Xiang-Rong Sheng De-Chuan Zhan and Peng He. 2018. Distance Metric Facilitated Transportation between Heterogeneous Domains. In IJCAI. Morgan Kaufmann 3012--3018.","DOI":"10.24963\/ijcai.2018\/418"},{"key":"e_1_3_2_2_59_1","volume-title":"Sinno Jialin Pan, and Mingkui Tan","author":"Zhou Joey Tianyi","year":"2014","unstructured":"Joey Tianyi Zhou , Ivor W Tsang , Sinno Jialin Pan, and Mingkui Tan . 2014 . Heterogeneous Domain Adaptation for Multiple Classes. In AISTATS. JMLR , 1095--1103. Joey Tianyi Zhou, Ivor W Tsang, Sinno Jialin Pan, and Mingkui Tan. 2014. Heterogeneous Domain Adaptation for Multiple Classes. In AISTATS. JMLR, 1095--1103."},{"key":"e_1_3_2_2_60_1","volume-title":"Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks","author":"Zhu Junyan","unstructured":"Junyan Zhu , Taesung Park , Phillip Isola , and Alexei A Efros . 2017. Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks . In ICCV. IEEE , 2242--2251. Junyan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros. 2017. Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks. In ICCV. IEEE, 2242--2251."},{"key":"e_1_3_2_2_61_1","doi-asserted-by":"crossref","unstructured":"Junbao Zhuo Shuhui Wang Weigang Zhang and Qingming Huang. 2017. Deep Unsupervised Convolutional Domain Adaptation. In ACM MM. ACM 261--269. Junbao Zhuo Shuhui Wang Weigang Zhang and Qingming Huang. 2017. Deep Unsupervised Convolutional Domain Adaptation. In ACM MM. ACM 261--269.","DOI":"10.1145\/3123266.3123292"}],"event":{"name":"MM '20: The 28th ACM International Conference on Multimedia","location":"Seattle WA USA","acronym":"MM '20","sponsor":["SIGMM ACM Special Interest Group on Multimedia"]},"container-title":["Proceedings of the 28th ACM International Conference on Multimedia"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394171.3413995","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3394171.3413995","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:32:07Z","timestamp":1750195927000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3394171.3413995"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,12]]},"references-count":61,"alternative-id":["10.1145\/3394171.3413995","10.1145\/3394171"],"URL":"https:\/\/doi.org\/10.1145\/3394171.3413995","relation":{},"subject":[],"published":{"date-parts":[[2020,10,12]]},"assertion":[{"value":"2020-10-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}