This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs".
☆44Apr 25, 2023Updated 3 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆29Aug 3, 2026Updated 3 weeks ago
- ☆17Jul 24, 2023Updated 3 years ago
- ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models☆46Dec 21, 2023Updated 2 years ago
- Official Pytorch implementation of "Improved Probabilistic Image-Text Representations" (ICLR 2024)☆65May 26, 2024Updated 2 years ago
- Source code of "Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers" EMNLP 2025☆17Jan 12, 2026Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 📚📚📚📚📚📚📚📚📚 Reading everything☆16Mar 11, 2026Updated 5 months ago
- Stochastic Optimization for Global Contrastive Learning without Large Mini-batches☆20Mar 31, 2023Updated 3 years ago
- ☆26Jul 24, 2026Updated last month
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"☆17Jan 12, 2024Updated 2 years ago
- ☆14May 17, 2023Updated 3 years ago
- ☆18Sep 3, 2024Updated last year
- ☆12Oct 4, 2023Updated 2 years ago
- Official Release of NeurIPS 2024 paper "Slot State Space Models"☆11Mar 22, 2025Updated last year
- Official Pytorch implementation of "Probabilistic Cross-Modal Embedding" (CVPR 2021)☆142Mar 1, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Uncertainty-aware representation learning (URL) benchmark☆108Mar 10, 2025Updated last year
- Official Pytorch implementation of 'Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning'? (ICLR2024)☆13Mar 8, 2024Updated 2 years ago
- ☆13Oct 10, 2024Updated last year
- ☆21Nov 7, 2022Updated 3 years ago
- AV-Link: Temporally-Aligned Diffusion Features for Cross-Modal Audio-Video Generation☆16Aug 3, 2025Updated last year
- Shapley values for assessing the importance of each frame in a video☆17Mar 1, 2021Updated 5 years ago
- ☆25Jul 10, 2023Updated 3 years ago
- Code for the experiments in the ACL 2020 paper "Estimating predictive uncertainty for rumour verification models"☆11May 15, 2020Updated 6 years ago
- Extended COCO Validation (ECCV) Caption dataset (ECCV 2022)☆56Jul 7, 2026Updated last month
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆49Feb 10, 2023Updated 3 years ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆38May 11, 2023Updated 3 years ago
- ☆12Sep 16, 2024Updated last year
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆49Dec 1, 2024Updated last year
- ☆37Nov 14, 2025Updated 9 months ago
- ☆34Jul 28, 2022Updated 4 years ago
- A PyTorch implementation of Mugs proposed by our paper "Mugs: A Multi-Granular Self-Supervised Learning Framework".☆85Feb 13, 2024Updated 2 years ago
- Implementation of the Hierarchical Latent Action Model, proposed by Hanjung Kim et al. of Yonsei University☆17May 6, 2026Updated 3 months ago
- an official PyTorch implementation of the paper "Partial Network Cloning", CVPR 2023☆13Mar 21, 2023Updated 3 years ago
- 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.
- Model Stock: All we need is just a few fine-tuned models☆129Aug 9, 2025Updated last year
- Enhancing Recommendation Systems with Large Language Models (RAG - LangChain - OpenAI)☆42Dec 28, 2024Updated last year
- Analysis of evidential models☆15Jun 22, 2023Updated 3 years ago
- PyTorch implementation for "Temperature as Uncertainty in Contrastive Learning" (https://arxiv.org/abs/2110.04403).☆17Oct 19, 2021Updated 4 years ago
- ☆90Jun 8, 2022Updated 4 years ago
- ☆47Apr 29, 2024Updated 2 years ago
- A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesi…☆65Nov 1, 2023Updated 2 years ago