This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs".
☆42Apr 25, 2023Updated 2 years ago
Alternatives and similar repositories for Probabilistic_Contrastive_Learning
Users that are interested in Probabilistic_Contrastive_Learning are comparing it to the libraries listed below
Sorting:
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆20Feb 14, 2025Updated last year
- ☆19Jul 24, 2023Updated 2 years ago
- 📚📚📚📚📚📚📚📚📚 Reading everything☆15Sep 12, 2025Updated 5 months ago
- Official Pytorch implementation of "Improved Probabilistic Image-Text Representations" (ICLR 2024)☆60May 26, 2024Updated last year
- ☆15Jun 13, 2023Updated 2 years ago
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"☆17Jan 12, 2024Updated 2 years ago
- Research Paper: "Graph Contrastive Learning as a Versatile Foundation for Advanced scRNA-seq Data Analysis"☆10Nov 20, 2024Updated last year
- ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models☆45Dec 21, 2023Updated 2 years ago
- ☆23Feb 20, 2026Updated last week
- Stochastic Optimization for Global Contrastive Learning without Large Mini-batches☆20Mar 31, 2023Updated 2 years ago
- ☆17Sep 3, 2024Updated last year
- [ECCV2024][ICCV2023] Official PyTorch implementation of SeiT++ and SeiT☆56Aug 12, 2024Updated last year
- Mutual Information Neural Estimator implemented in Tensorflow☆47Dec 3, 2018Updated 7 years ago
- ☆22Nov 7, 2022Updated 3 years ago
- ☆48Feb 10, 2023Updated 3 years ago
- Uncertainty-aware representation learning (URL) benchmark☆106Mar 10, 2025Updated 11 months ago
- Extended COCO Validation (ECCV) Caption dataset (ECCV 2022)☆56Mar 1, 2024Updated 2 years ago
- ☆34Jun 22, 2023Updated 2 years ago
- (ACL'2023) MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning☆36Aug 8, 2024Updated last year
- ☆36Dec 9, 2024Updated last year
- ☆35Feb 5, 2024Updated 2 years ago
- ☆11Jan 8, 2026Updated last month
- ☆38Jul 24, 2023Updated 2 years ago
- ☆34Jun 2, 2023Updated 2 years ago
- Learning Features with Parameter-Free Layers, ICLR 2022☆84May 3, 2023Updated 2 years ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆39May 11, 2023Updated 2 years ago
- A PyTorch implementation of Mugs proposed by our paper "Mugs: A Multi-Granular Self-Supervised Learning Framework".☆84Feb 13, 2024Updated 2 years ago
- ☆80Nov 28, 2022Updated 3 years ago
- Normalization Matters in Weakly Supervised Object Localization (ICCV 2021)☆11Oct 24, 2021Updated 4 years ago
- Code for the experiments in the ACL 2020 paper "Estimating predictive uncertainty for rumour verification models"☆11May 15, 2020Updated 5 years ago
- [CVPR 2025] Official PyTorch implementation of MaskSub "Masking meets Supervision: A Strong Learning Alliance"☆45Mar 25, 2025Updated 11 months ago
- ☆39Oct 21, 2022Updated 3 years ago
- Pipeline of the structured life course modeling approach analysis☆12Nov 27, 2024Updated last year
- Official code for PLoP☆17Jun 30, 2025Updated 8 months ago
- ☆10Dec 17, 2019Updated 6 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Sep 11, 2023Updated 2 years ago
- Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17☆37Sep 15, 2018Updated 7 years ago
- HiC-Reg is a tool to predict Hi-C contact counts from one-dimensional regulatory signals☆11Aug 25, 2020Updated 5 years ago
- Code to accompany the paper Sparse Linear Networks with a Fixed Butterfly Structure: Theory and Practice☆10Aug 10, 2021Updated 4 years ago