Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
Comments Published as a conference paper at ICLR 2016
期刊&会议
ICLR
International Conference on Learning Representations · 会议 · Machine Learning
Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning
Comments Accepted as a conference paper at ICLR 2016
All you need is a good init
Comments Published as a conference paper at ICLR 2016
A Simple and Efficient Method To Generate Word Sense Representations
Comments 5 pages, submission to ICLR 2015
Metric learning approach for graph-based label propagation
Comments Workshop track submission ICLR 2016
Deep Linear Discriminant Analysis
Comments Published as a conference paper at ICLR 2016
Learning Representations of Affect from Speech
Comments This is a submission for the ICLR (International Conference on Learning Representations) Workshop 2016
A Test of Relative Similarity For Model Selection in Generative Models
Comments International Conference on Learning Representations 2016
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
Comments Published as a conference paper at ICLR 2016 (oral)
Stacked What-Where Auto-encoders
Comments Workshop track - ICLR 2016
Neural Random-Access Machines
Comments ICLR submission, 17 pages, 9 figures, 6 tables (with bibliography and appendix)
DeePM: A Deep Part-Based Model for Object Detection and Semantic Part Localization
Comments the final revision to ICLR 2016, in which some color errors in the figures are fixed
Unsupervised Learning of Visual Structure using Predictive Generative Networks
Comments under review as conference paper at ICLR 2016
Task Loss Estimation for Sequence Prediction
Comments Submitted to ICLR 2016
Semi-supervised Learning for Convolutional Neural Networks via Online Graph Construction
Comments As the original submission of iclr is withdrawn, the arxiv submission should be withdrawn as well
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference
Comments 12 pages, 3 figures, ICLR format, updated with reviewer comments
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
Comments Under review as a conference paper at ICLR 2016
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views
Comments 9 pages, 15 figures. Submitted for ICLR 2016; the authors contributed equally
Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition
Comments Under review as a conference paper at ICLR 2016
Manifold Regularized Discriminative Neural Networks
Comments In submission to ICLR 2016
Conditional Computation in Neural Networks for faster models
Comments ICLR 2016 submission, revised
Reduced-Precision Strategies for Bounded Memory in Deep Neural Nets
Comments Submitted to ICLR 2016, 12 pages, 5 figures
Policy Distillation
Comments Submitted to ICLR 2016
Deep Feature Learning for EEG Recordings
Comments submitted as conference paper for ICLR 2016
Basic Level Categorization Facilitates Visual Object Recognition
Comments ICLR 2016 submission R1
A Deep Memory-based Architecture for Sequence-to-Sequence Learning
Comments 13 pages, Under review as a conference paper at ICLR 2016
Denoising Criterion for Variational Auto-Encoding Framework
Comments ICLR conference submission
Semi-supervised Tuning from Temporal Coherence
Comments Under review as a conference paper at ICLR 2016
Feature-based Attention in Convolutional Neural Networks
Comments 9 pages (plus 3 page Appendix), 7 figures total, submitted to ICLR 2016
Clustering is Efficient for Approximate Maximum Inner Product Search
Comments 10 pages, Under review at ICLR 2016
