Imagine by reasoning: A reasoning-based implicit semantic data augmentation for long-tailed classification

X Chen, Y Zhou, D Wu, W Zhang, Y Zhou, B Li… - Proceedings of the …, 2022 - ojs.aaai.org
Real-world data often follows a long-tailed distribution, which makes the performance of
existing classification algorithms degrade heavily. A key issue is that the samples in tail …

[PDF][PDF] Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

X Chen, Y Zhou, D Wu, W Zhang, Y Zhou, B Li… - 2022 - ojs.aaai.org
Real-world data often follows a long-tailed distribution, which makes the performance of
existing classification algorithms degrade heavily. A key issue is that samples in tail …

[PDF][PDF] Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

X Chen, Y Zhou, D Wu, W Zhang, Y Zhou, B Li… - 2022 - researchgate.net
Real-world data often follows a long-tailed distribution, which makes the performance of
existing classification algorithms degrade heavily. A key issue is that samples in tail …

Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

X Chen, Y Zhou, D Wu, W Zhang, Y Zhou, B Li… - arXiv e …, 2021 - ui.adsabs.harvard.edu
Real-world data often follows a long-tailed distribution, which makes the performance of
existing classification algorithms degrade heavily. A key issue is that samples in tail …

[PDF][PDF] Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

X Chen, Y Zhou, D Wu, W Zhang, Y Zhou, B Li… - 2022 - scholar.archive.org
Real-world data often follows a long-tailed distribution, which makes the performance of
existing classification algorithms degrade heavily. A key issue is that samples in tail …

[PDF][PDF] Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

X Chen, Y Zhou, D Wu, W Zhang, Y Zhou, B Li… - 2022 - cdn.aaai.org
Real-world data often follows a long-tailed distribution, which makes the performance of
existing classification algorithms degrade heavily. A key issue is that samples in tail …

Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

X Chen, Y Zhou, D Wu, W Zhang, Y Zhou, B Li… - arXiv preprint arXiv …, 2021 - arxiv.org
Real-world data often follows a long-tailed distribution, which makes the performance of
existing classification algorithms degrade heavily. A key issue is that samples in tail …

[PDF][PDF] Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

X Chen, Y Zhou, D Wu, W Zhang, Y Zhou, B Li… - researchgate.net
Real-world data often follows a long-tailed distribution, which makes the performance of
existing classification algorithms degrade heavily. A key issue is that samples in tail …