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Neural Networks

11,300 papers

Papers per year

23
145
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Papers

Width Provably Matters in Optimization for Deep Linear Neural Networks ICML 2019
Optimal Auctions through Deep Learning ICML 2019
Band-limited Training and Inference for Convolutional Neural Networks ICML 2019
Cross-Domain 3D Equivariant Image Embeddings ICML 2019
SelectiveNet: A Deep Neural Network with an Integrated Reject Option ICML 2019
Recursive Sketches for Modular Deep Learning ICML 2019
Learning to Groove with Inverse Sequence Transformations ICML 2019
Exploring interpretable LSTM neural networks over multi-variable data ICML 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs ICML 2019
IMEXnet A Forward Stable Deep Neural Network ICML 2019
Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI ICML 2019
Complexity of Linear Regions in Deep Networks ICML 2019
Understanding and Controlling Memory in Recurrent Neural Networks ICML 2019
Unsupervised Deep Learning by Neighbourhood Discovery ICML 2019
Ladder Capsule Network ICML 2019
Training CNNs with Selective Allocation of Channels ICML 2019
Processing Megapixel Images with Deep Attention-Sampling Models ICML 2019
POPQORN: Quantifying Robustness of Recurrent Neural Networks ICML 2019
Functional Transparency for Structured Data: a Game-Theoretic Approach ICML 2019
LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning ICML 2019
Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting ICML 2019
Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms ICML 2019
On the Universality of Invariant Networks ICML 2019
Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks ICML 2019
Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization ICML 2019