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Deep Learning

1397 directly classified papers

Papers per year

Papers

Global and Local Mixture Consistency Cumulative Learning for Long-Tailed Visual Recognitions CVPR 2023
3D Human Pose Estimation via Intuitive Physics CVPR 2023
Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 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
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
Towards Explaining Subjective Ground of Individuals on Social Media EMNLP 2022
Outlier Dimensions that Disrupt Transformers are Driven by Frequency EMNLP 2022
Translating Hanja Historical Documents to Contemporary Korean and English EMNLP 2022
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers AAAI 2022
Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022
A Fusion-Denoising Attack on InstaHide with Data Augmentation AAAI 2022