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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
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023
EINNs: Epidemiologically-Informed Neural Networks AAAI 2023
CLaC at SemEval-2023 Task 2: Comparing Span-Prediction and Sequence-Labeling Approaches for NER ACL 2023
Accurate Detection of Weld Seams for Laser Welding in Real-World Manufacturing AAAI 2023
DeAR: A Deep-Learning-Based Audio Re-recording Resilient Watermarking AAAI 2023
SIGMORPHON 2022 Shared Task on Grapheme-to-Phoneme Conversion Submission Description: Sequence Labelling for G2P ACL 2023
EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones ICCV 2023
Improving Robotic Tactile Localization Super-resolution via Spatiotemporal Continuity Learning and Overlapping Air Chambers AAAI 2023
Mitigating Artifacts in Real-World Video Super-resolution Models AAAI 2023
End-to-End Learning for Optimization via Constraint-Enforcing Approximators AAAI 2023
CMU’s IWSLT 2023 Simultaneous Speech Translation System ACL 2023
RenewNAT: Renewing Potential Translation for Non-autoregressive Transformer AAAI 2023
Improving Low Resource Speech Translation with Data Augmentation and Ensemble Strategies ACL 2023
Enhancing Spanish-Quechua Machine Translation with Pre-Trained Models and Diverse Data Sources: LCT-EHU at AmericasNLP Shared Task ACL 2023
PlayGround Low Resource Machine Translation System for the 2023 AmericasNLP Shared Task ACL 2023
Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023
Disambiguated Lexically Constrained Neural Machine Translation ACL 2023
Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild AAAI 2023
DELFlow: Dense Efficient Learning of Scene Flow for Large-Scale Point Clouds ICCV 2023
Automated Orthodontic Diagnosis from a Summary of Medical Findings ACL 2023
Local Temperature Beam Search: Avoid Neural Text DeGeneration via Enhanced Calibration ACL 2023
Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023
A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing ACL 2023
Focal Training and Tagger Decouple for Grammatical Error Correction ACL 2023