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Jianqing LI

3 accepted papers

2026

Forensic-Friendly Image Manipulation via Controllable Latent Diffusion

CVPR 2026

With diffusion models demonstrating superior capabilities in image editing, more users now rely on online servers for content manipulation via textual prompts rather than traditional offline tools. Despite servers attempting to prevent the proliferation of maliciously edited content via active defen

Cited by 0SourcecodeScholar
2024

Learning with Noisy Labels Using Hyperspherical Margin Weighting

AAAI 2024technical

Datasets often include noisy labels, but learning from them is difficult. Since mislabeled examples usually have larger loss values in training, the small-loss trick is regarded as a standard metric to identify the clean example from the training set for better performance. Nonetheless, this proposa…

2021

Deep Balanced Learning for Long-tailed Facial Expressions Recognition

ICRA 2021poster

The analysis of facial expression is a very complex and challenging problem. Most researches for automated Facial Expression Recognition (FER) are mainly based on deep learning networks, rarely considering data imbalance. This paper commits to addressing the long-tail distribution problems among lar…

Cited by 7SourcecodeScholar