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Deep Learning

1,397 papers

Papers per year

3
163
233
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Papers

Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network ICML 2022
De novo mass spectrometry peptide sequencing with a transformer model ICML 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022
When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee ICML 2022
Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction IJCAI 2022
Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts IJCNLP 2022
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR INTERSPEECH 2022
Autoencoder-Based Tongue Shape Estimation During Continuous Speech INTERSPEECH 2022
SHAS: Approaching optimal Segmentation for End-to-End Speech Translation INTERSPEECH 2022
End-to-End Multi-Loss Training for Low Delay Packet Loss Concealment INTERSPEECH 2022
Bunched LPCNet2: Efficient Neural Vocoders Covering Devices from Cloud to Edge INTERSPEECH 2022
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models INTERSPEECH 2022
End-to-End Audio-Visual Neural Speaker Diarization INTERSPEECH 2022
Utterance-by-utterance overlap-aware neural diarization with Graph-PIT INTERSPEECH 2022
Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids INTERSPEECH 2022
Investigating perception of spoken dialogue acceptability through surprisal INTERSPEECH 2022
Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers INTERSPEECH 2022
Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation INTERSPEECH 2022
Score Matched Neural Exponential Families for Likelihood-Free Inference JMLR 2022
An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022
Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learning JMLR 2022
A Momentumized, Adaptive, Dual Averaged Gradient Method JMLR 2022
Training Two-Layer ReLU Networks with Gradient Descent is Inconsistent JMLR 2022
Asymptotic Study of Stochastic Adaptive Algorithms in Non-convex Landscape JMLR 2022
Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks L4DC 2022