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Neural Networks

11,723 papers

Papers per year

25
148
1385
860
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Papers

Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion NIPS 2019
Untangling in Invariant Speech Recognition NIPS 2019
Self-Routing Capsule Networks NIPS 2019
Efficient Deep Approximation of GMMs NIPS 2019
DeepWave: A Recurrent Neural-Network for Real-Time Acoustic Imaging NIPS 2019
From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction NIPS 2019
Deep Scale-spaces: Equivariance Over Scale NIPS 2019
CondConv: Conditionally Parameterized Convolutions for Efficient Inference NIPS 2019
Neural Attribution for Semantic Bug-Localization in Student Programs NIPS 2019
Deep Learning without Weight Transport NIPS 2019
Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks NIPS 2019
Fully Parameterized Quantile Function for Distributional Reinforcement Learning NIPS 2019
Compositional generalization through meta sequence-to-sequence learning NIPS 2019
Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling NIPS 2019
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks NIPS 2019
Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds NIPS 2019
Random deep neural networks are biased towards simple functions NIPS 2019
S4G: Amodal Single-view Single-Shot SE(3) Grasp Detection in Cluttered Scenes CORL 2019
Masking by Moving: Learning Distraction-Free Radar Odometry from Pose Information CORL 2019
Leveraging exploration in off-policy algorithms via normalizing flows CORL 2019
HJB Optimal Feedback Control with Deep Differential Value Functions and Action Constraints CORL 2019
Towards Learning to Detect and Predict Contact Events on Vision-based Tactile Sensors CORL 2019
ColNet: Embedding the Semantics of Web Tables for Column Type Prediction AAAI 2019
TableSense: Spreadsheet Table Detection with Convolutional Neural Networks AAAI 2019
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement AAAI 2019