conftrace_

class imbalance

555 papers

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Co-occurring keywords

text classification (6793) data augmentation (3052) long-tailed distribution (142) representation learning (6206) semi-supervised learning (2341) multi-label classification (1009) transformer model (1996) long-tailed recognition (42) image classification (1944) loss function (462)

Papers

Learning from Multiple Annotator Biased Labels in Multimodal Conversation INTERSPEECH 2024
Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox NIPS 2024
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NIPS 2024
Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise AAAI 2024
Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts NIPS 2024
Learning from Long-Tailed Noisy Data with Sample Selection and Balanced Loss IJCAI 2024
Active Prompt Learning in Vision Language Models CVPR 2024
Bird Whisperer: Leveraging Large Pre-trained Acoustic Model for Bird Call Classification INTERSPEECH 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024
The Neglected Tails in Vision-Language Models CVPR 2024
REDUCR: Robust Data Downsampling using Class Priority Reweighting NIPS 2024
Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning AAAI 2024
An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution NAACL 2024
Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification COLING 2024
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology WACV 2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning CVPR 2024
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024
Twice Class Bias Correction for Imbalanced Semi-supervised Learning AAAI 2024
A Class-Rebalancing Self-Training Framework for Distantly-Supervised Named Entity Recognition ACL 2023
Use Your Head: Improving Long-Tail Video Recognition CVPR 2023
Class-Balancing Diffusion Models CVPR 2023
Continual Event Extraction with Semantic Confusion Rectification EMNLP 2023
Balanced Energy Regularization Loss for Out-of-Distribution Detection CVPR 2023
Understanding Imbalanced Semantic Segmentation Through Neural Collapse CVPR 2023
GraVoS: Voxel Selection for 3D Point-Cloud Detection CVPR 2023