long-tail-learning

Here are 5 public repositories matching this topic...

Buddhi19 / SyntheticGen

[IGARSS ORAL 2026] Official implementation of SyntheticGen: “Mitigating Long-Tail Bias via Prompt-Controlled Diffusion Augmentation” — controllable synthetic data generation for long-tailed remote-sensing semantic segmentation with class-ratio and domain control.

generative-model class-imbalance semantic-segmentation data-augmentation earth-observation domain-adaptation diffusion-model synthetic-dataset-generation conditional-generation distribution-control latent-diffusion controlnet long-tail-learning ratio-conditioned-generation dataset-balancing loveda

Updated Aug 27, 2026
Python

MingliangLiang3 / DynamiCS

Star

Dynamic cluster-based data sampling for efficient and long-tail-aware vision-language model pre-training.

dynamics data-sampling dataset-curation openclip laion400m datacomp vision-language-models long-tail-learning

Updated Jul 7, 2026
Python

musharna / orchid-clip

Star

A long-tail-aware CLIP for fine-grained orchid identification — and an honest map of where fine-grained transfer hits a wall. Model + live demo on HF.

computer-vision pytorch biodiversity clip orchids fine-grained-classification huggingface long-tail-learning