[ICLR 2023] Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification
☆23Aug 12, 2025Updated 8 months ago
Alternatives and similar repositories for irreducible
Users that are interested in irreducible are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2025 Spotlight] Realistic Evaluation of Deep Partial-Label Learning Algorithms☆14Feb 2, 2025Updated last year
- [NeurIPS'23] Binary Classification with Confidence Difference☆10May 13, 2024Updated last year
- Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".☆31Apr 9, 2021Updated 5 years ago
- The dataset repo of "CLCIFAR: CIFAR-Derived Benchmark Datasets with Human Annotated Complementary Labels" paper☆16Aug 8, 2025Updated 9 months ago
- NeurIPS'20 Paper: "Learning from Positive and Unlabeled Data with Arbitrary Positive Shift"☆16Jul 6, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [KDD'22] Partial Label Learning with Discrimination Augmentation☆10May 21, 2024Updated last year
- A Python tool that automatically cleans, completes, and standardizes BibTeX entries using LLMs and web search.☆180Mar 18, 2026Updated last month
- PyTorch implementation of Dist-PU (CVPR 2022)☆33Jun 19, 2022Updated 3 years ago
- A PyTorch implementation of the Variational approach for PU learning☆31Oct 11, 2020Updated 5 years ago
- Official Pytorch implementation of PULSE: Positive–Unlabelled Learning for audio Signal Enhancement (Best Paper Award at ICASSP 2023)☆43Jul 24, 2023Updated 2 years ago
- [ISPRS P&RS 2023] Official Python Implementation of Fourier domain structural relationship analysis for unsupervised multimodal change de…☆25Mar 12, 2023Updated 3 years ago
- Complementary-label learning in Pytorch☆28Jun 26, 2025Updated 10 months ago
- ☆34Jan 24, 2020Updated 6 years ago
- Source code for the NeurIPS 2023 paper: "CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels"☆19Dec 11, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Report various statistics stemming from a confusion matrix in a tidy fashion. 🎯☆12Jul 10, 2020Updated 5 years ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆45Apr 29, 2023Updated 3 years ago
- FurNet: A Deep-Learning-Based Framework for Removing Furniture Objects in Room Image☆14Nov 22, 2022Updated 3 years ago
- Sound field reconstruction using neural processes with dynamic kernels☆16Mar 25, 2025Updated last year
- This repository contains the annotations used for evaluating Unsupervised Domain Adaptation on EPIC Kitchens, with individual kitchens us…☆13Jun 2, 2020Updated 5 years ago
- Codebase of our paper in CVPR 2025. This repository is a version that adapts to our freely-available dataset generation tool.☆50Feb 24, 2026Updated 2 months ago
- ☆47Apr 7, 2026Updated last month
- ☆13Feb 12, 2024Updated 2 years ago
- ☆14Jun 6, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A curated publication list on visual dialog☆14May 8, 2023Updated 3 years ago
- [IJCAI 2021 & IJCV 2022] Learning Visual Words for Weakly-Supervised Semantic Segmentation☆28Feb 11, 2022Updated 4 years ago
- Train and filter data using Subcenter ArcFace model in Pytorch☆17Nov 16, 2021Updated 4 years ago
- [ICLR24] Better Neural PDE Solvers Through Data-Free Mesh Movers☆17Mar 20, 2024Updated 2 years ago
- [CVPR 2023] Cascade Evidential Learning for Open-world Weakly-supervised Temporal Action Localization☆12Jul 9, 2024Updated last year
- (IEEE TVCG) Voxel for 4D Novel View Synthesis☆33Oct 11, 2023Updated 2 years ago
- Python codes for weakly-supervised learning☆124Apr 3, 2020Updated 6 years ago
- ☆14Nov 13, 2023Updated 2 years ago
- Package for probabilistic forecast reconciliation via score optimisation☆13Apr 5, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆15Jul 11, 2022Updated 3 years ago
- Official PyTorch implementation of "t-EER: Parameter-Free Tandem Evaluation Metric of Countermeasures and Biometric Comparators"☆14Sep 25, 2023Updated 2 years ago
- Theory of sound field synthesis☆16Mar 18, 2019Updated 7 years ago
- Spatial active noise control based on kernel interpolation of sound field☆15Mar 30, 2023Updated 3 years ago
- Demo for DART, Audio Imagination workshop submission in NeurIPS 2024☆13Apr 22, 2026Updated 2 weeks ago
- A sandbox for benchmarking detection of out-of-reference cells in single-cell genomics data☆14Oct 21, 2024Updated last year
- A truth inference tool in crowdsourcing☆13May 19, 2020Updated 5 years ago