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Classification

477 directly classified papers

Papers per year

Papers

Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels AAAI 2022
FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification EMNLP 2022
SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models AAAI 2022
Classifying Emails into Human vs Machine Category AAAI 2022
Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification EMNLP 2022
An Exploration of Linguistically-Driven and Transfer Learning Methods for Euphemism Detection EMNLP 2022
Deepfake Network Architecture Attribution AAAI 2022
CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification EMNLP 2022
Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers AAAI 2022
A Unified Neural Network Model for Readability Assessment with Feature Projection and Length-Balanced Loss EMNLP 2022
OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology NIPS 2022
Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction AAAI 2021
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection AAAI 2021
Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches AAAI 2021
Label Confusion Learning to Enhance Text Classification Models AAAI 2021
Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection AAAI 2021
Joint-Label Learning by Dual Augmentation for Time Series Classification AAAI 2021
Focus on Local: Detecting Lane Marker From Bottom Up via Key Point CVPR 2021
PML: Progressive Margin Loss for Long-Tailed Age Classification CVPR 2021
From Label Smoothing to Label Relaxation AAAI 2021
VSQL: Variational Shadow Quantum Learning for Classification AAAI 2021
Learnable Dynamic Temporal Pooling for Time Series Classification AAAI 2021
Depth Completion Using Plane-Residual Representation CVPR 2021
Camouflaged Object Segmentation With Distraction Mining CVPR 2021
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark CVPR 2021