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Deep Learning

1752 directly classified papers

Papers per year

Papers

AmnioML: Amniotic Fluid Segmentation and Volume Prediction with Uncertainty Quantification AAAI 2023
Accurate Detection of Weld Seams for Laser Welding in Real-World Manufacturing AAAI 2023
Unveiling Concepts Learned by a World-Class Chess-Playing Agent IJCAI 2023
CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023
Stochastic Feature Averaging for Learning with Long-Tailed Noisy Labels IJCAI 2023
CLaC at SemEval-2023 Task 2: Comparing Span-Prediction and Sequence-Labeling Approaches for NER ACL 2023
SIGMORPHON 2022 Shared Task on Grapheme-to-Phoneme Conversion Submission Description: Sequence Labelling for G2P ACL 2023
Improving Low Resource Speech Translation with Data Augmentation and Ensemble Strategies ACL 2023
Automated Orthodontic Diagnosis from a Summary of Medical Findings ACL 2023
HW-TSC at IWSLT2023: Break the Quality Ceiling of Offline Track via Pre-Training and Domain Adaptation ACL 2023
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023
CMU’s IWSLT 2023 Simultaneous Speech Translation System ACL 2023
DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking AAAI 2023
EINNs: Epidemiologically-Informed Neural Networks AAAI 2023
RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer AAAI 2023
Developing the Wheel Image Similarity Application with Deep Metric Learning: Hyundai Motor Company Case AAAI 2023
Improving Robotic Tactile Localization Super-resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers AAAI 2023
End-to-End Learning for Optimization via Constraint-Enforcing Approximators AAAI 2023
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition ACL 2023
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ACL 2023
Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild AAAI 2023
Disambiguated Lexically Constrained Neural Machine Translation ACL 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition AAAI 2023