long-tailed-distribution 开源项目推荐（12 个）

sutdcv /Animal-Kingdom

[CVPR2022]动物王国：一个庞大且多样化的动物行为理解数据集

Intellindust-AI-Lab /SURE

“SURE: SUrvey REcipes for building reliable and robust deep networks” (CVPR 2024) & (ECCV 2024 OOD-CV Challenge Winner)

ytaek-oh /daso

Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.

lexisnexis-risk-open-source /simltd

[CVPR 2025] Simple Supervised and Semi-Supervised Long-Tailed Object Detection

fistyee /LTRL

🔥[ECCV 2024, Oral, Official] LTRL: Boosting Long-tail Recognition via Reflective Learning

ZhenbangDu /Seizure_MoE

[IEEE TNSRE] Mixture of Experts for EEG-Based Seizure Subtype Classification

sutdcv /Chaotic-World

[ICCV2023] Chaotic World: A Large and Challenging Benchmark for Human Behavior Understanding in Chaotic Events

karthik-d /few-shot-dermoscopic-image-analysis

Skin lesion image analysis that draws on meta-learning to improve performance in low data and imbalanced data regimes.

KaihuaTang /Horizontal-Prior

Breaking the Horizontal Prior (arXiv 2608.00678): roll-robust monocular depth estimation. Long-tailed camera-roll bias in depth models like Depth Anything V2, the ID-Constraint method, and a 5-dataset x 4-roll-setting benchmark. Official evaluation code.

sinaenjuni /ECOGAN

Generative Adversarial Networks(GANs) for training an imbalance data

karthik-d /SnakeCLEF-2021

Notebooks and references for the submission to SnakeCLEF, 2021 edition.

steve-zeyu-zhang /JointViT

[MIUA 2024 Oral] JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA