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Updated
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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Updated
Nov 11, 2024 - Python
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