[TIP] Deep Label Distribution Learning with Label Ambiguity
Label distribution learning (LDL) and label enhancement (LE) toolkit implemented in python.
[MedIA2023 & MICCAI2022 ] Ambiguity-aware breast tumor cellularity estimation via self-ensemble label distribution learning
Pre-Release Prediction of Crowd Opinion on Movies by Label Distribution Learning
[MedIA2023] Curriculum label distribution learning for imbalanced medical image segmentation
Human-centered multimodal sexism detection for EXIST 2026 (CLEF) Task 2: a five-stream FiLM-conditioned cross-attention model that fuses meme text, image, annotator demographics, and biometric signals. Team VANGUARD.
13-way color distribution from a 4.2 MB INT8 model, 6.9 ms CPU. Trained entirely on procedurally generated data.
Label-distribution learning for estimating aggregate human ratings of facial attractiveness, with uncertainty and fairness auditing. Trained on SCUT-FBP5500.
Facial beauty prediction benchmark: 21 methods from geometric features to foundation models, one protocol, on the multi-ethnic MEBeauty dataset.
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