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Neural Networks

629 directly classified papers

Papers per year

Papers

Fˆ2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax EMNLP 2020
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction EMNLP 2020
Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020
Neural Machine Translation for Similar Languages: The Case of Indo-Aryan Languages EMNLP 2020
Bridging Philippine Languages With Multilingual Neural Machine Translation AACL 2020
SAL: Sign Agnostic Learning of Shapes From Raw Data CVPR 2020
When deep denoising meets iterative phase retrieval ICML 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks CVPR 2020
Doubly Stochastic Variational Inference for Neural Processes with Hierarchical Latent Variables ICML 2020
NeuralExplorer: State Space Exploration of Closed Loop Control Systems Using Neural Networks L4DC 2020
BaKer-Nets: Bayesian Random Kernel Mapping Networks IJCAI 2020
ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System AAAI 2020
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation ACL 2020
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification COLING 2020
Neural Approximate Dynamic Programming for On-Demand Ride-Pooling AAAI 2020
Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution CVPR 2020
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks CVPR 2020
Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology AAAI 2020
Particle Filter Recurrent Neural Networks AAAI 2020
Fast and Deep Graph Neural Networks AAAI 2020
Deep Learning—Powered Iterative Combinatorial Auctions AAAI 2020
Neural Machine Translation for translating into Croatian and Serbian COLING 2020
Emergent Language Generalization and Acquisition Speed are not tied to Compositionality EMNLP 2020
A principled approach for generating adversarial images under non-smooth dissimilarity metrics AISTATS 2020
Co-Occurrence Estimation from Aggregated Data with Auxiliary Information AAAI 2020