Uncertainty-aware representation learning (URL) benchmark
☆108Mar 10, 2025Updated last year
Alternatives and similar repositories for url
Users that are interested in url are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Oct 4, 2023Updated 3 years ago
- [ICML 2025] Official PyTorch implementation of "NegMerge: Sign-Consensual Weight Merging for Machine Unlearning"☆16Nov 25, 2025Updated 10 months ago
- ☆17Jul 24, 2023Updated 3 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆131Aug 16, 2022Updated 4 years ago
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024☆28Sep 3, 2024Updated 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.
- Official code for the paper "Compositional Generalization Requires Linear, Orthogonal Representations in Vision Embedding Models"☆24Mar 7, 2026Updated 7 months ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆44Apr 25, 2023Updated 3 years ago
- Source code for the paper "Do Deep Neural Network Solutions form a Star Domain?"☆11May 26, 2024Updated 2 years ago
- Official code for "Enabling Uncertainty Estimation in Iterative Neural Networks" (ICML 2024)☆19Jul 8, 2024Updated 2 years ago
- Repository for the PopulAtion Parameter Averaging (PAPA) paper☆31Apr 11, 2024Updated 2 years ago
- Robust Benchmark MS-COCO to Stress-test Robustness of Image-Text Matching Models☆11Nov 9, 2024Updated last year
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆21Jan 8, 2026Updated 9 months ago
- Python package for Stein Thinning☆12Nov 17, 2024Updated last year
- [ECCV 2024] Official PyTorch implementation of "HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts"☆20Nov 22, 2024Updated last year
- 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.
- Automatic Integration for Neural Spatio-Temporal Point Process models (AI-STPP) is a new paradigm for exact, efficient, non-parametric inf…☆25Oct 14, 2024Updated 2 years ago
- ☆12Aug 17, 2026Updated 2 months ago
- ☆19Jun 5, 2018Updated 8 years ago
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆23Nov 8, 2023Updated 2 years ago
- PyTorch implementation of SNGP as found in https://arxiv.org/pdf/2006.10108.pdf☆19Sep 29, 2024Updated 2 years ago
- [ECCV’24] Official repository for "BEAF: Observing Before-AFter Changes to Evaluate Hallucination in Vision-language Models"☆22Mar 26, 2025Updated last year
- Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)☆79May 18, 2022Updated 4 years ago
- Official code of Why Knowledge Distillation Works in Generative Models: A Minimal Working Explanation (NeurIPS 2025)☆17Dec 23, 2025Updated 9 months ago
- Pytorch implementation of HCNAF: Hyper-Conditioned Neural Autoregressive Flow (CVPR 2020)☆15Jun 14, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- UniSim is a package for efficient similarity computation, fuzzy matching, and clustering of data.☆149Apr 4, 2025Updated last year
- ☆14Jul 14, 2026Updated 3 months ago
- This code is for the paper "Confident Multiple Choice Learning".☆17Aug 4, 2018Updated 8 years ago
- Code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty☆150Jun 2, 2023Updated 3 years ago
- ☆38Oct 21, 2022Updated 4 years ago
- Official implementation of ICML'24 paper Confidence-aware Contrastive Learning for Selective Classification.☆10Mar 3, 2025Updated last year
- Implemenation of the HIERarchical imagionation On Structured State Space Sequence Models (HIEROS) paper☆23Jul 14, 2024Updated 2 years ago
- Official Pytorch implementation of "Improved Probabilistic Image-Text Representations" (ICLR 2024)☆65May 26, 2024Updated 2 years ago
- ☆19Aug 9, 2026Updated 2 months 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.
- Extended COCO Validation (ECCV) Caption dataset (ECCV 2022)☆56Jul 7, 2026Updated 3 months ago
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Jan 6, 2025Updated last year
- Repository for mne docker images☆13Jul 1, 2026Updated 3 months ago
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆14Jul 26, 2023Updated 3 years ago
- Node.js/Bun NAPI bindings for faiss☆11Jul 29, 2025Updated last year
- ☆14Sep 5, 2023Updated 3 years ago
- ☆14Jan 11, 2024Updated 2 years ago