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Harnessing Deep Neural Networks with Logic Rules

21 March 2016

Papers citing "Harnessing Deep Neural Networks with Logic Rules"

29 / 29 papers shown

Title
A Novel Neural-symbolic System under Statistical Relational Learning Dongran Yu Xueyan Liu Shirui Pan Anchen Li Bo Yang AI4CE NAI 56 1 0 16 Sep 2023
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning Rongzhi Zhang Yue Yu Pranav Shetty Le Song Chao Zhang 125 25 0 18 Mar 2022
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 82 4 0 01 Jun 2021
Knowledge Graph Embedding with Iterative Guidance from Soft Rules Shu Guo Quan Wang Lihong Wang Bin Wang Li Guo 65 219 0 30 Nov 2017
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 248 10,264 0 27 Mar 2016
Composing graphical models with neural networks for structured representations and fast inference Matthew J. Johnson David Duvenaud Alexander B. Wiltschko S. R. Datta Ryan P. Adams BDL OCL 92 485 0 20 Mar 2016
One-Shot Generalization in Deep Generative Models Danilo Jimenez Rezende S. Mohamed Ivo Danihelka Karol Gregor Daan Wierstra BDL VLM DRL LRM 122 254 0 16 Mar 2016
Multichannel Variable-Size Convolution for Sentence Classification Wenpeng Yin Hinrich Schütze 57 156 0 15 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 226 4,016 0 04 Mar 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 106 2,655 0 04 Mar 2016
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification Ye Zhang Stephen Roller Byron C. Wallace 68 105 0 03 Mar 2016
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 89 1,900 0 26 Nov 2015
Unifying distillation and privileged information David Lopez-Paz Léon Bottou Bernhard Schölkopf V. Vapnik FedML 169 463 0 11 Nov 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 184 4,033 0 09 Aug 2015
Bayesian representation learning with oracle constraints Theofanis Karaletsos Serge J. Belongie Gunnar Rätsch BDL 73 92 0 16 Jun 2015
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic Stephen H. Bach Matthias Broecheler Bert Huang Lise Getoor TPM AI4CE 118 387 0 17 May 2015
Deep Convolutional Inverse Graphics Network Tejas D. Kulkarni William F. Whitney Pushmeet Kohli J. Tenenbaum DRL BDL 103 929 0 11 Mar 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 364 19,733 0 09 Mar 2015
Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images Anh Totti Nguyen J. Yosinski Jeff Clune AAML 171 3,274 0 05 Dec 2014
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 129 1,965 0 26 Nov 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 639 13,432 0 25 Aug 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 259 9,247 0 16 May 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 282 14,963 1 21 Dec 2013
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,560 0 16 Oct 2013
ADADELTA: An Adaptive Learning Rate Method Matthew D. Zeiler ODL 163 6,632 0 22 Dec 2012
Bayesian Inference with Posterior Regularization and applications to Infinite Latent SVMs Jun Zhu Ning Chen Eric Xing BDL 105 159 0 05 Oct 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,728 0 02 Mar 2011