Digital-Dermatology / SelfCleanLinks
π§Όπ A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors (NeurIPS'24).
β36Updated last week
Alternatives and similar repositories for SelfClean
Users that are interested in SelfClean are comparing it to the libraries listed below
Sorting:
- Quickest way to share everything about your research within a single appβ37Updated 11 months ago
- Quickest way to share everything about your research within a single appβ16Updated last year
- ICLR 2025 - official implementation for "I-Con: A Unifying Framework for Representation Learning"β112Updated 2 months ago
- Implementation of the general framework for AMIE, from the paper "Towards Conversational Diagnostic AI", out of Google Deepmindβ68Updated last year
- Uncertainty-aware representation learning (URL) benchmarkβ105Updated 6 months ago
- PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023β20Updated 2 years ago
- A regression-alike loss to improve numerical reasoning in language models - ICML 2025β25Updated last month
- Automatic identification of regions in the latent space of a model that correspond to unique concepts, namely to concepts with a semanticβ¦β14Updated last year
- Recycling diverse modelsβ45Updated 2 years ago
- I2M2: Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning (NeurIPS 2024)β22Updated 10 months ago
- Self-Supervised Learning in PyTorchβ138Updated last year
- β65Updated last month
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.β20Updated last year
- An active learning library for Pytorch based on Lightning-Fabric.β79Updated last year
- Implementation of TableFormer, Robust Transformer Modeling for Table-Text Encoding, in Pytorchβ39Updated 3 years ago
- Quantification of Uncertainty with Adversarial Modelsβ29Updated 2 years ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptationβ42Updated 11 months ago
- Unsupervised visualization of image datasets using contrastive learningβ116Updated 4 months ago
- β32Updated 2 months ago
- Ensemble-based, size-agnostic wrapper for the TabPFN classifierβ33Updated last year
- Making Heads or Tails Towards Semantically Consistent Visual Counterfactualsβ30Updated 3 years ago
- β139Updated last year
- β32Updated last year
- A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.β66Updated last month
- β28Updated 2 months ago
- Common Python utilities and GitHub Actions in Lightning Ecosystemβ59Updated last week
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classiβ¦β130Updated 3 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer viβ¦β68Updated 2 years ago
- PAL: Predictive Analysis & Laws of Large Language Modelsβ37Updated 8 months ago
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training endsβ77Updated 9 months ago