Filters








52 Hits in 3.5 sec

Explainable Abstract Trains Dataset [article]

Manuel de Sousa Ribeiro, Ludwig Krippahl, Joao Leite
2020 arXiv   pre-print
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.  ...  Fleet, Tomás Pajdla, Bernt Schiele, and Tinne Tuytelaars, editors, Computer Vision -ECCV 2014 -13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part I, volume 8689 of Lecture  ... 
arXiv:2012.12115v1 fatcat:deixf5bzajf2rnktjk36q2rwhm

Score-Based Generative Classifiers [article]

Roland S. Zimmermann, Lukas Schott, Yang Song, Benjamin A. Dunn, David A. Klindt
2021 arXiv   pre-print
In Yoshua Bengio and Yann LeCun, editors, 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings, 2014. [45] Sasha  ...  In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview.net, 2018. [29] Kevin P.  ... 
arXiv:2110.00473v2 fatcat:6yer6cgkxnbf7kg2m2xmxjtre4

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 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings, 2014.  ...  In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings. OpenReview.net, 2018.  ... 
arXiv:2112.04948v1 fatcat:i7ab4hvgprcgvdpnowrlwmaiwa

Hyperbolic Graph Neural Networks [article]

Qi Liu, Maximilian Nickel, Douwe Kiela
2019 arXiv   pre-print
In 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings, 2014. [10] Ines Chami, Rex Ying, Christopher Ré, and Jure  ...  In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings, 2018. [46] Duncan J Watts and Steven H Strogatz  ... 
arXiv:1910.12892v1 fatcat:zpc5bwjlyrbbxlwvnflxr4jv4y

Variational Neural Machine Translation with Normalizing Flows [article]

Hendra Setiawan, Matthias Sperber, Udhay Nallasamy, Matthias Paulik
2020 arXiv   pre-print
In 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings.  ...  Kingma and Max Welling. 2014. Auto-encoding variational bayes.  ... 
arXiv:2005.13978v1 fatcat:7ysqtt4kgzgm3l4kddct7byihy

Variational Tracking and Prediction with Generative Disentangled State-Space Models [article]

Adnan Akhundov, Maximilian Soelch, Justin Bayer, Patrick van der Smagt
2019 arXiv   pre-print
In: 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings. u r l: http://arxiv.org/abs/ 1312.6114.  ...  In: CoRR abs/1805.07206. arXiv: 1805 . 07206. u r l: http://arxiv.org/abs/1805.07206. Mnih, Andriy and Karol Gregor (2014). "Neural Varia- tional Inference and Learning in Belief Networks". en.  ... 
arXiv:1910.06205v1 fatcat:7radjf2djnfh7copebflvopid4

Invertible generative models for inverse problems: mitigating representation error and dataset bias [article]

Muhammad Asim, Max Daniels, Oscar Leong, Ali Ahmed, Paul Hand
2020 arXiv   pre-print
(eds.), 2nd Interna- tional Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings, 2014. Liu, Z., Luo, P., Wang, X., and Tang, X.  ...  In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 -May 3, 2018, Conference Track Proceedings. OpenReview.net, 2018.  ... 
arXiv:1905.11672v4 fatcat:hgpfoh6frfa4thyxvhmqjzqomi

Generalized Likelihood Ratio Test for Adversarially Robust Hypothesis Testing [article]

Bhagyashree Puranik, Upamanyu Madhow, Ramtin Pedarsani
2021 arXiv   pre-print
Kolter, “Scaling provable in International Conference on Learning Representations, ICLR, Banff, adversarial defenses,” in Advances in Neural Information Processing AB, Canada, April  ...  14-16, 2014, Conference Track Proceedings, 2014.  ... 
arXiv:2112.02209v1 fatcat:7lh3gixnd5e7zh3b44qnwiyxdy

Neural Network Module Decomposition and Recomposition [article]

Hiroaki Kingetsu, Kenichi Kobayashi, Taiji Suzuki
2021 arXiv   pre-print
., 2nd International Con- ference on Learning Representations, ICLR 2014, Banff, AB, Amer, M.; and Maul, T. 2019.  ...  A review of modularization Canada, April 14-16, 2014, Conference Track Proceedings. techniques in artificial neural networks.  ... 
arXiv:2112.13208v1 fatcat:zcccxh6nmrberacsaj3b5ct4vi

Practical Convex Formulation of Robust One-hidden-layer Neural Network Training [article]

Yatong Bai, Tanmay Gautam, Yu Gai, Somayeh Sojoudi
2021 arXiv   pre-print
In Yoshua Bengio and Yann LeCun, editors, 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings, 2014.  ...  CoRR, abs/2010.08603, 2020. URL https://arxiv.org/abs/2010.08603. Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, and Pascal Frossard.  ... 
arXiv:2105.12237v1 fatcat:pn3uxwt74zdzzkhuvtweua4f6e

PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation [article]

Venkata Satya Sai Ajay Daliparthi
2021 arXiv   pre-print
In 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings, 2014. [62] Sergey Ioffe and Christian Szegedy.  ...  In 6th International Conference on Learning Representations, ICLR, Vancouver, BC, Canada, Workshop Track Proceedings, 2018. [48] Ayyappa Kumar Pambala, Titir Dutta, and Soma Biswas.  ... 
arXiv:2109.10083v1 fatcat:4zzppv7iuzelxiqu2i6h5fdiey

Failing Conceptually: Concept-Based Explanations of Dataset Shift [article]

Maleakhi A. Wijaya, Dmitry Kazhdan, Botty Dimanov, Mateja Jamnik
2021 arXiv   pre-print
In Yoshua Bengio and Yann LeCun (eds.), 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings, 2014.  ...  URL http: //arxiv.org/abs/1312.6199. Eric W Weisstein. Bonferroni correction. https://mathworld. wolfram. com/, 2004.  ... 
arXiv:2104.08952v2 fatcat:6datjyy5jzadnmy24vzakttxnm

A Survey of Deep Active Learning [article]

Pengzhen Ren, Yun Xiao, Xiaojun Chang, Po-Yao Huang, Zhihui Li, Brij B. Gupta, Xiaojiang Chen, Xin Wang
2021 arXiv   pre-print
In 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings. [115] Andreas Kirsch, Joost van Amersfoort, and Yarin Gal  ...  In Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada. 2672–2680.  ... 
arXiv:2009.00236v2 fatcat:zuk2doushzhlfaufcyhoktxj7e

When are Non-Parametric Methods Robust? [article]

Robi Bhattacharjee, Kamalika Chaudhuri
2020 arXiv   pre-print
In 2nd International Confer- ence on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceed- ings, 2014. Wang, Y., Jha, S., and Chaudhuri, K.  ...  In Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada, pp. 370-378, 2014.  ... 
arXiv:2003.06121v2 fatcat:jz2a2oadoffxtg4ph7hsqq6vc4

Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption [article]

Xu Sun, Zhiyuan Zhang, Xuancheng Ren, Ruixuan Luo, Liangyou Li
2020 arXiv   pre-print
The word embeddings are initialized as a 50-dim GloVe (Pennington, Socher, and Manning 2014) embeddings.  ...  MLP We implement a MLP-based parser following Chen and Manning (2014) on a transition-based dependency parsing dataset provided by the English Penn TreeBank (PTB) (Marcus, Santorini, and Marcinkiewicz  ...  In 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14-16, 2014, Conference Track Proceedings. Torralba, A.; Fergus, R.; and Freeman, W.  ... 
arXiv:2006.05620v2 fatcat:w4vvnovt3nht7j6hmg36dwoh5i
« Previous Showing results 1 — 15 out of 52 results