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Neural Networks

629 directly classified papers

Papers per year

Papers

Learning Recurrent Neural Net Models of Nonlinear Systems L4DC 2021
Training deep residual networks for uniform approximation guarantees L4DC 2021
Exploiting Sparsity for Neural Network Verification L4DC 2021
ARDL - A Library for Adaptive Robotic Dynamics Learning L4DC 2021
A reproduction of Apple’s bi-directional LSTM models for language identification in short strings EACL 2021
Learning Partially Known Stochastic Dynamics with Empirical PAC Bayes AISTATS 2021
On Universal Approximation and Error Bounds for Fourier Neural Operators JMLR 2021
How Do Adam and Training Strategies Help BNNs Optimization ICML 2021
Global inducing point variational posteriors for Bayesian neural networks and deep Gaussian processes ICML 2021
Modeling Trajectories with Neural Ordinary Differential Equations IJCAI 2021
PR-RRN: Pairwise-Regularized Residual-Recursive Networks for Non-Rigid Structure-From-Motion ICCV 2021
Omniscient Video Super-Resolution ICCV 2021
Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases ICCV 2021
Learning Canonical View Representation for 3D Shape Recognition With Arbitrary Views ICCV 2021
Dense Deep Unfolding Network With 3D-CNN Prior for Snapshot Compressive Imaging ICCV 2021
Real-Time Instance Segmentation With Discriminative Orientation Maps ICCV 2021
Nerfies: Deformable Neural Radiance Fields ICCV 2021
SPGISpeech: 5,000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition INTERSPEECH 2021
Phonetically Induced Subwords for End-to-End Speech Recognition INTERSPEECH 2021
Class-Based Neural Network Language Model for Second-Pass Rescoring in ASR INTERSPEECH 2021
Librispeech Transducer Model with Internal Language Model Prior Correction INTERSPEECH 2021
Acoustic Echo Cancellation with Cross-Domain Learning INTERSPEECH 2021
Y2-Net FCRN for Acoustic Echo and Noise Suppression INTERSPEECH 2021
Acoustic Echo Cancellation Using Deep Complex Neural Network with Nonlinear Magnitude Compression and Phase Information INTERSPEECH 2021
Handling Acoustic Variation in Dysarthric Speech Recognition Systems Through Model Combination INTERSPEECH 2021