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Supervised Learning

988 directly classified papers

Papers per year

Papers

Self-Knowledge Distillation With Progressive Refinement of Targets ICCV 2021
FloW: A Dataset and Benchmark for Floating Waste Detection in Inland Waters ICCV 2021
BN-NAS: Neural Architecture Search With Batch Normalization ICCV 2021
Learning Recurrent Neural Net Models of Nonlinear Systems L4DC 2021
Towards Understanding Learning in Neural Networks with Linear Teachers ICML 2021
Learn To Cluster Faces via Pairwise Classification ICCV 2021
Better Aggregation in Test-Time Augmentation ICCV 2021
hub at SemEval-2021 Task 5: Toxic Span Detection Based on Word-Level Classification ACL 2021
Online Continual Learning With Natural Distribution Shifts: An Empirical Study With Visual Data ICCV 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection IJCNLP 2021
CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural Architectures for Identifying Persuasion Techniques in Texts and Images ACL 2021
Data-Driven System Level Synthesis L4DC 2021
NLP_UIOWA at Semeval-2021 Task 5: Transferring Toxic Sets to Tag Toxic Spans ACL 2021
Discriminative Complementary-Label Learning with Weighted Loss ICML 2021
Learning Deep Neural Networks under Agnostic Corrupted Supervision ICML 2021
Rethinking Class Relations: Absolute-Relative Supervised and Unsupervised Few-Shot Learning CVPR 2021
Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021
macech at SemEval-2021 Task 5: Toxic Spans Detection IJCNLP 2021
Explanations for Monotonic Classifiers. ICML 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents IJCNLP 2021
Machine Unlearning for Random Forests ICML 2021
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles IJCNLP 2021
Ruddit: Norms of Offensiveness for English Reddit Comments IJCNLP 2021
Modeling Language Usage and Listener Engagement in Podcasts IJCNLP 2021
Simple or Complex? Learning to Predict Readability of Bengali Texts AAAI 2021