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Model Architecture

4351 directly classified papers

Papers per year

Papers

OptNet: Differentiable Optimization as a Layer in Neural Networks ICML 2017
Understanding Synthetic Gradients and Decoupled Neural Interfaces ICML 2017
Physics Inspired Optimization on Semantic Transfer Features: An Alternative Method for Room Layout Estimation CVPR 2017
Local Binary Convolutional Neural Networks CVPR 2017
Learning to Detect Salient Objects With Image-Level Supervision CVPR 2017
MEC: Memory-efficient Convolution for Deep Neural Network ICML 2017
Improving Mask Learning Based Speech Enhancement System with Restoration Layers and Residual Connection INTERSPEECH 2017
Recognizing Multi-Talker Speech with Permutation Invariant Training INTERSPEECH 2017
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections ICML 2017
A Neural Model for Joint Event Detection and Summarization IJCAI 2017
Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples NIPS 2017
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee NIPS 2017
Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks NIPS 2017
PolyNet: A Pursuit of Structural Diversity in Very Deep Networks CVPR 2017
Finding Tiny Faces CVPR 2017
Training Quantized Nets: A Deeper Understanding NIPS 2017
On the Influence of Modifying Magnitude and Phase Spectrum to Enhance Noisy Speech Signals INTERSPEECH 2017
Efficient Attention using a Fixed-Size Memory Representation EMNLP 2017
Decoupled Neural Interfaces using Synthetic Gradients ICML 2017
The Reversible Residual Network: Backpropagation Without Storing Activations NIPS 2017
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning NIPS 2017
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon NIPS 2017
Compression-aware Training of Deep Networks NIPS 2017
Local Monotonic Attention Mechanism for End-to-End Speech And Language Processing IJCNLP 2017
Sentence Modeling with Deep Neural Architecture using Lexicon and Character Attention Mechanism for Sentiment Classification IJCNLP 2017