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Neural Networks

11,300 papers

Papers per year

Papers

Pelee: A Real-Time Object Detection System on Mobile Devices NIPS 2018
Co-regularized Alignment for Unsupervised Domain Adaptation NIPS 2018
Norm matters: efficient and accurate normalization schemes in deep networks NIPS 2018
Co-teaching: Robust training of deep neural networks with extremely noisy labels NIPS 2018
Learning to Reason with Third Order Tensor Products NIPS 2018
Clebsch–Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network NIPS 2018
Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise NIPS 2018
Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs NIPS 2018
A Unified View of Piecewise Linear Neural Network Verification NIPS 2018
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms NIPS 2018
Long short-term memory and Learning-to-learn in networks of spiking neurons NIPS 2018
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives NIPS 2018
Group Equivariant Capsule Networks NIPS 2018
Breaking the Activation Function Bottleneck through Adaptive Parameterization NIPS 2018
Sequential Context Encoding for Duplicate Removal NIPS 2018
Theoretical Linear Convergence of Unfolded ISTA and Its Practical Weights and Thresholds NIPS 2018
Efficient Neural Network Robustness Certification with General Activation Functions NIPS 2018
Neural Edit Operations for Biological Sequences NIPS 2018
Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling NIPS 2018
Tree-to-tree Neural Networks for Program Translation NIPS 2018
How to Start Training: The Effect of Initialization and Architecture NIPS 2018
Hyperbolic Neural Networks NIPS 2018
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks NIPS 2018
Invertibility of Convolutional Generative Networks from Partial Measurements NIPS 2018
A^2-Nets: Double Attention Networks NIPS 2018