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20212026
most citedNested Collaborative Learning for Long-Tailed Visual Recognition

10 citations · 32 across the 15 of their papers we have counts for

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Showing 2023Show all

5 papers · 1 filter

cs.CV2023★ 2 cited

Compound Text-Guided Prompt Tuning via Image-Adaptive Cues

Hao Tan, Jun Li, Yizhuang Zhou +3

Vision-Language Models (VLMs) such as CLIP have demonstrated remarkable generalization capabilities to downstream tasks. However, existing prompt tuning based frameworks need to pa…

cs.CV2023★ 8 cited

Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining

Benjia Zhou, Zhigang Chen, Albert Clapés +5

Sign Language Translation (SLT) is a challenging task due to its cross-domain nature, involving the translation of visual-gestural language to text. Many previous methods employ an…

cs.CV2023

General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds with One Stone

Zenghao Bao, Zichang Tan, Jun Li +3

Facial age estimation has received a lot of attention for its diverse application scenarios. Most existing studies treat each sample equally and aim to reduce the average estimatio…

cs.CV2023★ 1 cited

NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition

Zichang Tan, Jun Li, Jinhao Du +3

Long-tailed visual recognition has received increasing attention in recent years. Due to the extremely imbalanced data distribution in long-tailed learning, the learning process sh…

cs.CV2023★ 5 cited

Surveillance Face Presentation Attack Detection Challenge

Hao Fang, Ajian Liu, Jun Wan +3

Face Anti-spoofing (FAS) is essential to secure face recognition systems from various physical attacks. However, most of the studies lacked consideration of long-distance scenarios…