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Deep Learning

1,397 papers

Papers per year

3
163
233
'15
'20
'25

Papers

Revisiting Sampling for Combinatorial Optimization ICML 2023
Dual Focal Loss for Calibration ICML 2023
Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time ICML 2023
Better Diffusion Models Further Improve Adversarial Training ICML 2023
Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation ICML 2023
Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability ICML 2023
Label Distributionally Robust Losses for Multi-class Classification: Consistency, Robustness and Adaptivity ICML 2023
CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023
Spike Count Maximization for Neuromorphic Vision Recognition IJCAI 2023
Calibrating a Deep Neural Network with Its Predecessors IJCAI 2023
Discrete Diffusion Probabilistic Models for Symbolic Music Generation IJCAI 2023
Lightweight and Efficient Spoken Language Identification of Long-form Audio INTERSPEECH 2023
Mispronunciation detection and diagnosis model for tonal language, applied to Vietnamese INTERSPEECH 2023
EEG-based Auditory Attention Detection with Spatiotemporal Graph and Graph Convolutional Network INTERSPEECH 2023
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning INTERSPEECH 2023
SR-SRP: Super-Resolution based SRP-PHAT for Sound Source Localization and Tracking INTERSPEECH 2023
Classifying Rhoticity of /ɹ/ in Speech Sound Disorder using Age-and-Sex Normalized Formants INTERSPEECH 2023
Voice Passing : a Non-Binary Voice Gender Prediction System for evaluating Transgender voice transition INTERSPEECH 2023
Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels JMLR 2023
Robust Methods for High-Dimensional Linear Learning JMLR 2023
LibMTL: A Python Library for Deep Multi-Task Learning JMLR 2023
GANs as Gradient Flows that Converge JMLR 2023
HDVIO: Improving Localization and Disturbance Estimation with Hybrid Dynamics VIO RSS 2023
Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism SEMEVAL 2023
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis SEMEVAL 2023