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Deep Learning

1397 directly classified papers

Papers per year

Papers

Mix-n-Match : Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning ICML 2020
Is Local SGD Better than Minibatch SGD? ICML 2020
When deep denoising meets iterative phase retrieval ICML 2020
Uncertainty Estimation Using a Single Deep Deterministic Neural Network ICML 2020
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation ICML 2020
Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020
Predicting Choice with Set-Dependent Aggregation ICML 2020
Opportunistic Decoding with Timely Correction for Simultaneous Translation ACL 2020
PuzzLing Machines: A Challenge on Learning From Small Data ACL 2020
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation ACL 2020
Towards end-2-end learning for predicting behavior codes from spoken utterances in psychotherapy conversations ACL 2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ACL 2020
Modeling Word Formation in English–German Neural Machine Translation ACL 2020
Learning Robust Models for e-Commerce Product Search ACL 2020
A New Training Pipeline for an Improved Neural Transducer INTERSPEECH 2020
Serialized Output Training for End-to-End Overlapped Speech Recognition INTERSPEECH 2020
Speech Spectrogram Estimation from Intracranial Brain Activity Using a Quantization Approach INTERSPEECH 2020
Ultrasound-Based Articulatory-to-Acoustic Mapping with WaveGlow Speech Synthesis INTERSPEECH 2020
Speaker Dependent Articulatory-to-Acoustic Mapping Using Real-Time MRI of the Vocal Tract INTERSPEECH 2020
Speaker-Conditional Chain Model for Speech Separation and Extraction INTERSPEECH 2020
Subband Kalman Filtering with DNN Estimated Parameters for Speech Enhancement INTERSPEECH 2020
A Deep Learning-Based Kalman Filter for Speech Enhancement INTERSPEECH 2020
Speech Separation Based on Multi-Stage Elaborated Dual-Path Deep BiLSTM with Auxiliary Identity Loss INTERSPEECH 2020
Conv-TasSAN: Separative Adversarial Network Based on Conv-TasNet INTERSPEECH 2020
Deep Convolutional Spiking Neural Networks for Keyword Spotting INTERSPEECH 2020