Deep Learning: A Critical Appraisal

2 January 2018

Papers citing "Deep Learning: A Critical Appraisal"

24 / 124 papers shown

Title
A Boxology of Design Patterns for Hybrid Learning and Reasoning Systems F. V. Harmelen A. T. Teije 8 67 0 29 May 2019
An Explicitly Relational Neural Network Architecture Murray Shanahan Kyriacos Nikiforou Antonia Creswell Christos Kaplanis David Barrett M. Garnelo NAI 3DV GAN 25 68 0 24 May 2019
Local Relation Networks for Image Recognition Han Hu Zheng-Wei Zhang Zhenda Xie Stephen Lin FAtt 32 498 0 25 Apr 2019
Compositional generalization in a deep seq2seq model by separating syntax and semantics Jacob Russin Jason Jo R. C. O'Reilly Yoshua Bengio 30 102 0 22 Apr 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 30 230 0 21 Apr 2019
Making AI meaningful again Jobst Landgrebe Barry F. Smith 19 35 0 09 Jan 2019
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 22 1,608 0 25 Nov 2018
Scalable agent alignment via reward modeling: a research direction Jan Leike David M. Krueger Tom Everitt Miljan Martic Vishal Maini Shane Legg 34 397 0 19 Nov 2018
A Model for General Intelligence M. Das AI4CE 14 0 0 06 Nov 2018
Assessing Generalization in Deep Reinforcement Learning Charles Packer Katelyn Gao Jernej Kos Philipp Krahenbuhl V. Koltun D. Song OffRL 18 233 0 29 Oct 2018
The 30-Year Cycle In The AI Debate J. Chauvet 27 8 0 08 Oct 2018
Towards Neural Theorem Proving at Scale Pasquale Minervini Matko Bosnjak Tim Rocktaschel Sebastian Riedel LRM NAI 24 38 0 21 Jul 2018
Recent Advances in Deep Learning: An Overview Matiur Rahman Minar Jibon Naher VLM 24 116 0 21 Jul 2018
Measuring abstract reasoning in neural networks David Barrett Felix Hill Adam Santoro Ari S. Morcos Timothy Lillicrap OOD 25 356 0 11 Jul 2018
JUMPER: Learning When to Make Classification Decisions in Reading Xianggen Liu Lili Mou Haotian Cui Zhengdong Lu Sen Song 32 20 0 06 Jul 2018
Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour Emilia Gómez Carlos Castillo V. Charisi V. Dahl G. Deco ... Núria Sebastián Xavier Serra Joan Serrà Songül Tolan Karina Vold 11 11 0 07 Jun 2018
Human-like generalization in a machine through predicate learning L. Doumas Guillermo Puebla Andrea E. Martin NAI 33 9 0 05 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 121 3,083 0 04 Jun 2018
Opening the black box of deep learning Dian Lei Xiaoxiao Chen Jianfei Zhao AI4CE PINN 17 26 0 22 May 2018
Extrapolation in NLP Jeff Mitchell Pasquale Minervini Pontus Stenetorp Sebastian Riedel 19 20 0 17 May 2018
Deep Nets: What have they ever done for Vision? Alan Yuille Chenxi Liu 28 100 0 10 May 2018
Explanation Methods in Deep Learning: Users, Values, Concerns and Challenges Gabrielle Ras Marcel van Gerven W. Haselager XAI 17 217 0 20 Mar 2018
Innateness, AlphaZero, and Artificial Intelligence G. Marcus 30 73 0 17 Jan 2018
Solutions to problems with deep learning J. Wolff 32 10 0 08 Jan 2018