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20242026
most citedConfigurable Fairness: Direct Optimization of Parity Metrics via Vision-Language Models

1 citations · 1 across the 6 of their papers we have counts for

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cs.LG2025

Expert-guided Clinical Text Augmentation via Query-Based Model Collaboration

Dongkyu Cho, Miao Zhang, Rumi Chunara

Data augmentation is a widely used strategy to improve model robustness and generalization by enriching training datasets with synthetic examples. While large language models (LLMs…

cs.CV2025

Enhancing Diffusion-based Dataset Distillation via Adversary-Guided Curriculum Sampling

Lexiao Zou, Gongwei Chen, Yanda Chen +1

Dataset distillation aims to encapsulate the rich information contained in dataset into a compact distilled dataset but it faces performance degradation as the image-per-class (IPC…