Digital-Dermatology / SelfCleanLinks
[NeurIPS 2024] 🧼🔎 A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors.
☆36Updated 3 months ago
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 app☆16Updated 2 years ago
- Implementation of the general framework for AMIE, from the paper "Towards Conversational Diagnostic AI", out of Google Deepmind☆74Updated last year
- Uncertainty-aware representation learning (URL) benchmark☆106Updated 11 months ago
- Active Learning in the era of Foundation Models☆11Updated 9 months ago
- Automatic identification of regions in the latent space of a model that correspond to unique concepts, namely to concepts with a semantic…☆14Updated 2 years ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆21Updated last year
- A repository to house some personal attempts to beat some state-of-the-art for medical datasets☆101Updated 2 years ago
- ☆149Updated 6 months ago
- ☆141Updated 2 years ago
- Making Heads or Tails Towards Semantically Consistent Visual Counterfactuals☆30Updated 3 years ago
- A regression-alike loss to improve numerical reasoning in language models - ICML 2025☆28Updated 5 months ago
- PyTorch Explain: Interpretable Deep Learning in Python.☆169Updated last year
- ICLR 2025 - official implementation for "I-Con: A Unifying Framework for Representation Learning"☆127Updated this week
- Extending Conformal Prediction to LLMs☆69Updated last year
- An active learning library for Pytorch based on Lightning-Fabric.☆79Updated last year
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆74Updated 3 years ago
- Unsupervised visualization of image datasets using contrastive learning☆115Updated 8 months ago
- Accompanying code for "Analyzing Vision Tranformers in Class Embedding Space" (NeurIPS '23)☆15Updated last year
- Recycling diverse models☆46Updated 3 years ago
- PAL: Predictive Analysis & Laws of Large Language Models☆38Updated last year
- Easily get basic insights about your ML dataset☆40Updated 2 years ago
- Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.☆32Updated last year
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 3 years ago
- Implementation of TableFormer, Robust Transformer Modeling for Table-Text Encoding, in Pytorch☆39Updated 3 years ago
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆18Updated 6 months ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆46Updated 3 months ago
- ☆15Updated 4 years ago
- A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)☆152Updated 3 weeks ago
- Quickest way to share everything about your research within a single app☆37Updated last year
- The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends☆77Updated last year