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

PCIC at SMM4H 2024: Enhancing Reddit Post Classification on Social Anxiety Using Transformer Models and Advanced Loss Functions ACL 2024
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-Tailed Multi-Label Visual Recognition ACL 2024
Learning from Long-Tailed Noisy Data with Sample Selection and Balanced Loss IJCAI 2024
PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions ACL 2024
UTRad-NLP at #SMM4H 2024: Why LLM-Generated Texts Fail to Improve Text Classification Models ACL 2024
A Closer Look at AUROC and AUPRC under Class Imbalance NIPS 2024
An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution NAACL 2024
TAAL: Target-Aware Active Learning COLING 2024
Robust Visual Recognition with Class-Imbalanced Open-World Noisy Data AAAI 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition IJCAI 2024
Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox NIPS 2024
Learning De-Biased Representations for Remote-Sensing Imagery NIPS 2024
Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning AAAI 2024
Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts NIPS 2024
Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract) AAAI 2024
SussexAI at ArAIEval Shared Task: Mitigating Class Imbalance in Arabic Propaganda Detection ACL 2024
Heavy-Tailed Class Imbalance and Why Adam Outperforms Gradient Descent on Language Models NIPS 2024
Learning from Multiple Annotator Biased Labels in Multimodal Conversation INTERSPEECH 2024
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NIPS 2024
Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification COLING 2024
Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise AAAI 2024
Active Prompt Learning in Vision Language Models CVPR 2024
Prototypical Contrastive Network for Imbalanced Aerial Image Segmentation WACV 2024
Label Shift Estimation for Class-Imbalance Problem: A Bayesian Approach WACV 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning CVPR 2024