Word Translation Without Parallel Data
Comments ICLR 2018
期刊&会议
ICLR
International Conference on Learning Representations · 会议 · Machine Learning
Coulomb GANs: Provably Optimal Nash Equilibria via Potential Fields
Comments Published as a conference paper at ICLR (International Conference on Learning Representations) 2018. Implementation available at https://github.com/bioinf-jku/coulomb_gan
Active Neural Localization
Comments Under Review at ICLR-18, 15 pages, 7 figures
Countering Adversarial Images using Input Transformations
Comments 12 pages, 6 figures, submitted to ICLR 2018
Toward predictive machine learning for active vision
Comments submitted to ICLR 2018
Decomposing Motion and Content for Natural Video Sequence Prediction
Comments International Conference on Learning Representations (ICLR) 2017
Routing Networks: Adaptive Selection of Non-linear Functions for Multi-Task Learning
Comments Under Review at ICLR 2018
One-shot and few-shot learning of word embeddings
Comments 15 pages, 7 figures, under review as a conference paper at ICLR 2018
On reproduction of On the regularization of Wasserstein GANs
Comments 9 pages, 9 figures, ICLR 2018 reproducibility challenge
Nonparametric Neural Networks
Comments ICLR 2017
Unsupervised Feature Learning for Audio Analysis
Comments Presented at the 5th International Conference on Learning Representations (ICLR) 2017, Workshop Track, Toulon, France
Exponential Machines
Comments ICLR-2017 workshop track paper
The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning
Comments 30 pages, 36 figures, submission to ICLR 2017
Modeling the Temporal Nature of Human Behavior for Demographics Prediction
Comments Accepted at ECML 2017. A previous version of this paper was titled 'Using Deep Learning to Predict Demographics from Mobile Phone Metadata' and was accepted at the ICLR 2016 workshop
Simple And Efficient Architecture Search for Convolutional Neural Networks
Comments Under review as a conference paper at ICLR 2018
SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning
Comments Submitting to ICLR 2018
Fast Reading Comprehension with ConvNets
Comments 15 pages, 10 figures, submitted to ICLR 2018
Towards the Limit of Network Quantization
Comments Published as a conference paper at ICLR 2017
One-Shot Adaptation of Supervised Deep Convolutional Models
Journal ref ICLR Workshop 2014
Efficient Learning of Domain-invariant Image Representations
Journal ref ICLR 2013
LatentPoison - Adversarial Attacks On The Latent Space
Comments Submitted to ICLR 2018
Accelerating Neural Architecture Search using Performance Prediction
Comments Submitted to International Conference on Learning Representations, (2018)
Challenges in Disentangling Independent Factors of Variation
Comments Submitted to ICLR 2018
Exploring Sparsity in Recurrent Neural Networks
Comments Published as a conference paper at ICLR 2017
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols
Comments The paper was accepted at NIPS 2017. The extended abstract was presented at ICLR 2017 workshop track
Melody Generation for Pop Music via Word Representation of Musical Properties
Comments submitted to ICLR 2018
Post Training in Deep Learning with Last Kernel
Comments submitted to ICLR 2018
Softmax Q-Distribution Estimation for Structured Prediction: A Theoretical Interpretation for RAML
Comments Under Review of ICLR 2018
Emergence of foveal image sampling from learning to attend in visual scenes
Comments Published as a conference paper at ICLR 2017
Eigenvalues of the Hessian in Deep Learning: Singularity and Beyond
Comments ICLR submission, 2016 - updated to match the openreview.net version
