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Oct 8, 2020 - Python
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low-data-regime
Here are 6 public repositories matching this topic...
[ICLR24] AutoVP: An Automated Visual Prompting Framework and Benchmark
efficient-inference finetuning reprogramming model-agnostic downstream-tasks low-data-regime foundation-models visual-prompt visual-prompting ood-robustness
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Jan 16, 2024 - Python
Official implementation for "Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images" https://arxiv.org/abs/2112.08810
machine-learning deep-learning batch-normalization imbalanced-data gaussian-noise normalization-techniques augmentations low-data-regime oversampling-technique
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Jun 11, 2022
Train and fine-tune diffusion models. Perform image-to-image class transfer experiments.
bioinformatics pytorch accelerate image-to-image-translation huggingface diffusion-models wandb low-data-regime diffusers
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Aug 23, 2024 - Python
[Project RP5.2: Integrity of Sensor Data] PCB Soldering Defect Inspection Using Multi-Task Learning Under Low Data Regimes
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Aug 9, 2023
MedLesSynth-LD : Lesion Synthesis using Physics-Based Noise Models for Robust Lesion Segmentation in Low-Data Medical Imaging Regimes
deep-learning mri ultrasound ct lesion-segmentation anomaly-segmentation low-data-regime noise-models lesion-simulation medlessynth-ld generalisability
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Nov 27, 2024 - Python
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