ICLR 2016 Submissions

Fully Convolutional Nerual Network for Body Part Segmentation
David Frank, Richard Kelley, David Feil-Seifer
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
A metric learning approach for graph-based label propagation
Pauline Wauquier, Mikaela Keller
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
Learning to SMILE(S)
Stanisław Jastrzębski, Damian Leśniak, Wojciech Marian Czarnecki
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
Deep Reinforcement Learning with an Action Space Defined by Natural Language
Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf
- 14 Feb 2016
- ICLR 2016
- Readers: Everyone
Contextual convolutional neural network filtering improves EM image segmentation
Xundong Wu, Yong Wu, Ligia Toro, Enrico Stefani
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
HARDWARE-FRIENDLY CONVOLUTIONAL NEURAL NETWORK WITH EVEN-NUMBER FILTER SIZE
Song Yao, Song Han, Kaiyuan Guo, Jianqiao Wangni, Yu Wang
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
RECURRENT MODELS FOR AUDITORY ATTENTION IN MULTI-MICROPHONE DISTANCE SPEECH RECOGNITION
Suyoun Kim, Ian Lane
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
Conditional computation in neural networks for faster models
Emmanuel Bengio, Pierre-Luc Bacon, Joelle Pineau, Doina Precup
- 15 Feb 2016
- ICLR 2016
- Readers: Everyone
Generating Sentences from a Continuous Space
Samuel R. Bowman, Luke Vilnis, Oriol Vinyals, Andrew M. Dai, Rafal Jozefowicz, Samy Bengio
- 13 Feb 2016
- ICLR 2016
- Readers: Everyone
Stacked What-Where Auto-encoders
Junbo Zhao, Michael Mathieu, Ross Goroshin, Yann LeCun
- 14 Feb 2016
- ICLR 2016
- Readers: Everyone
Unsupervised Learning of Visual Structure using Predictive Generative Networks
William Lotter, Gabriel Kreiman, David Cox
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
Comparative Study of Caffe, Neon, Theano, and Torch for Deep Learning
Soheil Bahrampour, Naveen Ramakrishnan, Lukas Schott, Mohak Shah
- 17 Feb 2016
- ICLR 2016
- Readers: Everyone
Convolutional Models for Joint Object Categorization and Pose Estimation
Mohamed Elhoseiny, Tarek El-Gaaly, Amr Bakry, Ahmed Elgammal
- 17 Feb 2016
- ICLR 2016
- Readers: Everyone
Lookahead Convolution Layer for Unidirectional Recurrent Neural Networks
Chong Wang, Dani Yogatama, Adam Coates, Tony Han, Awni Hannun, Bo Xiao
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
Coverage-based Neural Machine Translation
Zhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu, Hang Li
- 15 Feb 2016
- ICLR 2016
- Readers: Everyone
Fine-grained pose prediction, normalization, and recognition
Ning Zhang, Evan Shelhamer, Yang Gao, Trevor Darrell
- 24 Feb 2016
- ICLR 2016
- Readers: Everyone
Bidirectional Helmholtz Machines
Jorg Bornschein, Samira Shabanian, Asja Fischer, Yoshua Bengio
- 17 Feb 2016
- ICLR 2016
- Readers: Everyone
CMA-ES for Hyperparameter Optimization of Deep Neural Networks
Ilya Loshchilov, Frank Hutter
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
VARIATIONAL STOCHASTIC GRADIENT DESCENT
Michael Tetelman
- 16 Feb 2016
- ICLR 2016
- Readers: Everyone
Manifold traversal using density ridges
Jonas Nordhaug Myhre, Michael Kampffmeyer, Robert Jenssen
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
On-the-fly Network Pruning for Object Detection
Marc Masana, Joost van de Weijer, Andrew D. Bagdanov
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
Data Cleaning by Deep Dictionary Learning
Zhongqi Lu, Qiang Yang
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
Binding via Reconstruction Clustering
Klaus Greff, Rupesh Srivastava, Jürgen Schmidhuber
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
Deep Directed Generative Models with Energy-Based Probability Estimation
Taesup Kim, Yoshua Bengio
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone
GradNets: Dynamic Interpolation Between Neural Architectures
Diogo Almeida, Nate Sauder
- 18 Feb 2016
- ICLR 2016
- Readers: Everyone