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Deep Learning

1397 directly classified papers

Papers per year

Papers

DORO: Distributional and Outlier Robust Optimization ICML 2021
Noise Doesn't Lie: Towards Universal Detection of Deep Inpainting IJCAI 2021
LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy IJCAI 2021
Contrastive Losses and Solution Caching for Predict-and-Optimize IJCAI 2021
Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs IJCAI 2021
Deep Bucket Elimination IJCAI 2021
A Survey of Machine Learning-Based Physics Event Generation IJCAI 2021
A Survey on Response Selection for Retrieval-based Dialogues IJCAI 2021
Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021
SnowflakeNet: Point Cloud Completion by Snowflake Point Deconvolution With Skip-Transformer ICCV 2021
NGC: A Unified Framework for Learning With Open-World Noisy Data ICCV 2021
Better Aggregation in Test-Time Augmentation ICCV 2021
Hierarchical Memory Matching Network for Video Object Segmentation ICCV 2021
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image ICCV 2021
Acoustic Scene Classification Using Kervolution-Based SubSpectralNet INTERSPEECH 2021
Shallow Convolution-Augmented Transformer with Differentiable Neural Computer for Low-Complexity Classification of Variable-Length Acoustic Scene INTERSPEECH 2021
Variational Information Bottleneck for Effective Low-Resource Audio Classification INTERSPEECH 2021
Acoustic Event Detection with Classifier Chains INTERSPEECH 2021
A Deep Learning Method to Multi-Channel Active Noise Control INTERSPEECH 2021
SmallER: Scaling Neural Entity Resolution for Edge Devices INTERSPEECH 2021
Joint Feature Enhancement and Speaker Recognition with Multi-Objective Task-Oriented Network INTERSPEECH 2021
Assessment of von Mises-Bernoulli Deep Neural Network in Sound Source Localization INTERSPEECH 2021
Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition INTERSPEECH 2021
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge INTERSPEECH 2021
Predicting Deep Neural Network Generalization with Perturbation Response Curves NIPS 2021