Code for the paper "Calibrating Deep Neural Networks using Focal Loss"
☆161Jan 10, 2024Updated 2 years ago
Alternatives and similar repositories for focal_calibration
Users that are interested in focal_calibration are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Model-agnostic posthoc calibration without distributional assumptions☆41Oct 20, 2023Updated 2 years ago
- ☆19Jun 5, 2018Updated 7 years ago
- ☆16Nov 19, 2021Updated 4 years ago
- A simple way to calibrate your neural network.☆1,172Jul 26, 2025Updated 10 months ago
- Code for "Dual Focal Loss for Calibration" (ICML 2023)☆31Apr 21, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The net:cal calibration framework is a Python 3 library for measuring and mitigating miscalibration of uncertainty estimates, e.g., by a …☆376Apr 16, 2026Updated last month
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…☆33Nov 9, 2022Updated 3 years ago
- Code implementation of our ICLR'21 paper "Calibration of Neural Networks using Splines"☆21Mar 31, 2023Updated 3 years ago
- An easy-to-use interface for measuring uncertainty and robustness.☆15Jan 21, 2021Updated 5 years ago
- Codebase for "A Consistent and Differentiable Lp Canonical Calibration Error Estimator", published at NeurIPS 2022.☆16Mar 18, 2024Updated 2 years ago
- Non-Parametric Calibration for Classification (AISTATS 2020)☆19Feb 3, 2022Updated 4 years ago
- ☆434Aug 28, 2021Updated 4 years ago
- Reliability diagrams visualize whether a classifier model needs calibration☆168Feb 11, 2022Updated 4 years ago
- NumPy library for calibration metrics☆77Apr 27, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Simple data balancing baselines for worst-group-accuracy benchmarks.☆44Oct 24, 2023Updated 2 years ago
- ☆11Sep 11, 2022Updated 3 years ago
- High-quality implementations of standard and SOTA methods on a variety of tasks.☆1,573Mar 24, 2026Updated 2 months ago
- PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"☆26Jun 10, 2023Updated 2 years ago
- Confidence-Aware Learning for Deep Neural Networks (ICML2020)☆74Jul 6, 2020Updated 5 years ago
- ☆34May 30, 2025Updated 11 months ago
- This is the official implementation of our PrOmpt cLass lEarning (POLE).☆12Jan 21, 2024Updated 2 years ago
- code for model-targeted poisoning☆12Oct 3, 2023Updated 2 years ago
- ☆12Sep 26, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024☆22Nov 20, 2024Updated last year
- Understanding Rare Spurious Correlations in Neural Network☆12Jun 5, 2022Updated 3 years ago
- Resnets in tensorflow 2.0.☆17Mar 15, 2025Updated last year
- Codebase for Learning Invariances in Neural Networks☆96Oct 7, 2022Updated 3 years ago
- Code and results accompanying our paper titled Leveraging Unlabeled Data to Predict Out-of-Distribution Performance at ICLR 2022☆10Dec 8, 2022Updated 3 years ago
- ☆473Feb 2, 2026Updated 3 months ago
- ☆15Jul 4, 2023Updated 2 years ago
- ImageNet Testbed, associated with the paper "Measuring Robustness to Natural Distribution Shifts in Image Classification."☆119Aug 5, 2023Updated 2 years ago
- ☆21Mar 25, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official repository for CVPR2023 publication, GEN: Pushing the Limits of Softmax-Based Out-of-Distribution Detection☆19Sep 25, 2024Updated last year
- Calibration library and code for the paper: Verified Uncertainty Calibration. Ananya Kumar, Percy Liang, Tengyu Ma. NeurIPS 2019 (Spotlig…☆153Nov 10, 2022Updated 3 years ago
- Improving Calibration for Long-Tailed Recognition (CVPR2021)☆153Nov 10, 2021Updated 4 years ago
- Code for our paper 'Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion' published on ECCV 2022☆11Jul 27, 2022Updated 3 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆257Jan 23, 2023Updated 3 years ago
- Implementation of the spotlight: a method for discovering systematic errors in deep learning models☆11Oct 5, 2021Updated 4 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆125Dec 14, 2021Updated 4 years ago