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uncertainty_estimation_flame_downstream
uncertainty_estimation_flame_downstream PublicBenchmarking per-vertex uncertainty estimation for FLAME-based monocular 3D face reconstruction (SMIRK, DECA, EMOCA, SHeaP). Compares aleatoric (TTA, Jacobian, Mahalanobis), epistemic (MC-Dropout v…
Python
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Const1357/vision-compression-intelligence
Const1357/vision-compression-intelligence PublicCompression of Visual Tokens represents Generation Quality Linearly. This project evaluates 4 autoregressive vision architectures of different scales, on how their compression capability (BPP) corr…
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ensemble_vae_anomaly_detection
ensemble_vae_anomaly_detection PublicClass-imbalance-aware skin lesion classification (ISIC-2019) via an ensemble of 8 class-specific VAEs, each treating one class as an anomaly against the modeled complement. Calibrated anomaly score…
Python
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