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Classification

1251 directly classified papers

Papers per year

Papers

Learning Deep Classifiers Consistent With Fine-Grained Novelty Detection CVPR 2021
Learning Placeholders for Open-Set Recognition CVPR 2021
CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning CVPR 2021
Disentangling Label Distribution for Long-Tailed Visual Recognition CVPR 2021
Object Classification From Randomized EEG Trials CVPR 2021
VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning CVPR 2021
Distribution Alignment: A Unified Framework for Long-Tail Visual Recognition CVPR 2021
Seesaw Loss for Long-Tailed Instance Segmentation CVPR 2021
T-vMF Similarity for Regularizing Intra-Class Feature Distribution CVPR 2021
Capsule Network Is Not More Robust Than Convolutional Network CVPR 2021
Improving Calibration for Long-Tailed Recognition CVPR 2021
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification CVPR 2021
Group Whitening: Balancing Learning Efficiency and Representational Capacity CVPR 2021
OTA: Optimal Transport Assignment for Object Detection CVPR 2021
Background Splitting: Finding Rare Classes in a Sea of Background CVPR 2021
Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification CVPR 2021
Least Square Calibration for Peer Reviews NIPS 2021
Unintended Selection: Persistent Qualification Rate Disparities and Interventions NIPS 2021
Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NIPS 2021
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation NIPS 2021
Online Active Learning with Surrogate Loss Functions NIPS 2021
Machine Learning-Based Approach for Arabic Dialect Identification EACL 2021
Can You Distinguish Truthful from Fake Reviews? User Analysis and Assistance Tool for Fake Review Detection EACL 2021
To Block or not to Block: Experiments with Machine Learning for News Comment Moderation EACL 2021
Related Named Entities Classification in the Economic-Financial Context EACL 2021