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PARL: Enhancing Diversity of Ensemble Networks to Resist Adversarial Attacks via Pairwise Adversarially Robust Loss Function [article]

Manaar Alam, Shubhajit Datta, Debdeep Mukhopadhyay, Arijit Mondal, Partha Pratim Chakrabarti
2021 arXiv   pre-print
In 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings, 2015.  ...  In 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings, 2015.  ... 
arXiv:2112.04948v1 fatcat:i7ab4hvgprcgvdpnowrlwmaiwa

Explainable Abstract Trains Dataset [article]

Manuel de Sousa Ribeiro, Ludwig Krippahl, Joao Leite
2020 arXiv   pre-print
In Yoshua Bengio and Yann LeCun, editors, 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings, 2015.  ...  In Yoshua Bengio and Yann LeCun, editors, 2nd International Conference on Learn- ing Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Workshop Track Proceedings, 2014. 8.  ... 
arXiv:2012.12115v1 fatcat:deixf5bzajf2rnktjk36q2rwhm

Interpretable Word Embeddings via Informative Priors [article]

Miriam Hurtado Bodell, Martin Arvidsson, Måns Magnusson
2019 arXiv   pre-print
In 3rd Inter- national Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings.  ...  In 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings. :570-606. Philipp Dufter and Hinrich Schütze. 2019.  ... 
arXiv:1909.01459v1 fatcat:53ancapz4bdbrjf3d7qxf5ewzu

Adversarial Domain Adaptation for Duplicate Question Detection [article]

Darsh J Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov
2018 arXiv   pre-print
In Proceedings of the 10th International Workshop on Semantic Evaluation, Se-mEval '16, pages 1116-1123, San Diego, CA, USA. Simone Filice, Giovanni Da San Martino, and Alessandro Moschitti. 2017.  ...  In Proceedings of the 10th International Workshop on Semantic Evaluation, SemEval '16, pages 896-903, San Diego, CA, USA. Daniele Bonadiman, Antonio Uva, and Alessandro Moschitti. 2017.  ... 
arXiv:1809.02255v1 fatcat:b2vxfuhdonfvzhfqiteloglo6a

Adversarial Domain Adaptation for Duplicate Question Detection

Darsh Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov
2018 Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing  
In Proceedings of the 10th International Workshop on Semantic Evaluation, Se-mEval '16, pages 1116-1123, San Diego, CA, USA. Simone Filice, Giovanni Da San Martino, and Alessandro Moschitti. 2017.  ...  In Proceedings of the 10th International Workshop on Semantic Evaluation, SemEval '16, pages 896-903, San Diego, CA, USA. Daniele Bonadiman, Antonio Uva, and Alessandro Moschitti. 2017.  ... 
doi:10.18653/v1/d18-1131 dblp:conf/emnlp/ShahLMRN18 fatcat:ffmmyfqg2ffk5fu47ohdsfifzi

Energy-based Self-attentive Learning of Abstractive Communities for Spoken Language Understanding [article]

Guokan Shang, Michalis Vazirgiannis École Polytechnique,
2019 arXiv   pre-print
In 3rd International Confer- ence on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Workshop Track Proceedings. Diederik P. Kingma and Jimmy Ba. 2015.  ...  In 3rd Inter- national Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings.  ... 
arXiv:1904.09491v2 fatcat:yepg4w45rzdhtdkrf2evlt343y

Learning the CSI Denoising and Feedback Without Supervision [article]

Valentina Rizzello, Wolfgang Utschick
2021 arXiv   pre-print
Wireless Commun., vol. 18, no. 1, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track pp. 121–135, 2019.  ...  Commun., vol. 68, no. 1, pp. 232–257, Conference on Learning Representations, ICLR 2015, San Diego, CA, 2020.  ... 
arXiv:2104.05002v3 fatcat:unztls6x2fb6pdiwy3ilhyixu4

Robot Learning From Randomized Simulations: A Review

Fabio Muratore, Fabio Ramos, Greg Turk, Wenhao Yu, Michael Gienger, Jan Peters
2022 Frontiers in Robotics and AI  
J., Shlens, J., and Szegedy, C. (2015). “Explaining and Harnessing Adversarial Examples,” in International Conference on Learning Representations (ICLR), May 7-9 (San Diego, CA, USA.  ...  ,” in International Conference on Development and Learning (ICDL) (Monterey, CA, USA: IEEE), 215–219. Erez, T., Tassa, Y., and Todorov, E. (2015).  ... 
doi:10.3389/frobt.2022.799893 pmid:35494543 pmcid:PMC9038844 fatcat:f7bytfvmgjfnllmnuy74ywnxau

Few-shot and Zero-shot Approaches to Legal Text Classification: A Case Study in the Financial Sector

Rajdeep Sarkar, Atul Kr. Ojha, Jay Megaro, John Mariano, Vall Herard, John P. McCrae
2021 Zenodo  
, San Diego, CA, USA, May 7-9, 2015, 2017, volume 2143 of CEUR Workshop Proceedings.  ...  In 2019 IEEE Natural Language Processing, EMNLP-IJCNLP International Conference on Big Data (Big Data), 2019, Hong Kong, China, November 3-7, 2019, Los Angeles, CA, USA  ... 
doi:10.5281/zenodo.5772042 fatcat:sgkfcnqtmjainnvs3fyoqi4z2m

Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding [article]

Weicheng Ma, Ruibo Liu, Lili Wang, Soroush Vosoughi
2020 arXiv   pre-print
In 3rd International Confer- ence on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings. Angelo Basile, Albert Gatt, and Malvina Nissim.  ...  In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016), pages 31-41, San Diego, California. Association for Computational Linguistics.  ... 
arXiv:2009.14445v1 fatcat:bnrh5e6rc5debo4apsoqn257nu

Combining Textual Features for the Detection of Hateful and Offensive Language [article]

Sherzod Hakimov, Ralph Ewerth
2021 arXiv   pre-print
LeCun (Eds.), 3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings, 2015.  ...  CEUR Workshop Proceedings CEUR Workshop Proceedings (CEUR-WS.org)  ... 
arXiv:2112.04803v1 fatcat:nwvs4vongnhubk2thtk2xlwysu

Variational Neural Machine Translation with Normalizing Flows [article]

Hendra Setiawan, Matthias Sperber, Udhay Nallasamy, Matthias Paulik
2020 arXiv   pre-print
In International Conference on Representation Learning (ICLR), San Diego, USA. Hareesh Bahuleyan, Lili Mou, Olga Vech- tomova, and Pascal Poupart. 2018.  ...  In International Conference on Learning Representations (ICLR), New Orleans, USA. Variational neural machine translation.  ... 
arXiv:2005.13978v1 fatcat:7ysqtt4kgzgm3l4kddct7byihy

Graph Convolutional Network for Swahili News Classification [article]

Alexandros Kastanos, Tyler Martin
2021 arXiv   pre-print
In 3rd Inter- national Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings. Thomas N. Kipf and Max Welling. 2017.  ...  Kingma and Jimmy Ba. 2015. Adam: A method for stochastic optimization.  ... 
arXiv:2103.09325v1 fatcat:6zxdss63trfinncc2tqwxa2rwq

Universal Approximation of Residual Flows in Maximum Mean Discrepancy [article]

Zhifeng Kong, Kamalika Chaudhuri
2021 arXiv   pre-print
Department of Computer Science and Engineering, University of California San Diego, CA, USA. Correspondence to: Zhifeng Kong <z4kong@eng.ucsd.edu>, Kamalika Chaudhuri <kamalika@cs.ucsd.edu>.  ...  In ICLR 2020 Workshop on Integration of Deep Neural Models and Differential Equations. Papamakarios, G., Pavlakou, T., and Murray, I. (2017). Masked autoregressive flow for density estimation.  ... 
arXiv:2103.05793v2 fatcat:fxaim5gnjvckfhsxskxolyce6m

Semantic Representation for Dialogue Modeling [article]

Xuefeng Bai, Yulong Chen, Linfeng Song, Yue Zhang
2021 arXiv   pre-print
Dialogue relation ex- ICLR 2015, San Diego, CA, USA, May 7-9, 2015, traction with document-level heterogeneous graph Conference Track Proceedings.  ...  Diego, California.  ... 
arXiv:2105.10188v2 fatcat:unzjukziljbc7lqs4w722gczh4
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