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:
- ☆17Jul 24, 2023Updated 3 years ago
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆29Aug 3, 2026Updated 3 months ago
- Repository for Component-Supervised CLIP (CS-CLIP)☆16Oct 21, 2026Updated last week
- ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models☆46Dec 21, 2023Updated 2 years ago
- Implementation of experiments from The No Free Lunch Theorem, Kolmogorov Complexity, and the Role of Inductive Biases in Machine Learning☆17May 14, 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.
- Adaptive-binning for evaluation of confidence calibration☆12Jul 28, 2019Updated 7 years ago
- Official Pytorch implementation of "Probabilistic Cross-Modal Embedding" (CVPR 2021)☆142Mar 1, 2024Updated 2 years ago
- ☆13Oct 25, 2024Updated 2 years ago
- Python package for Stein Thinning☆12Nov 17, 2024Updated last year
- Official Pytorch implementation of MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model (CVPR 2026)☆15Apr 16, 2026Updated 6 months ago
- Methods used in the paper "Plausible Uncertainties for Human Pose Regression".☆15Aug 13, 2024Updated 2 years ago
- Training and evaluating Sparse Autoencoders for Mamba☆11Dec 8, 2024Updated last year
- This repository contains the code for our ECCV 2022 paper on our "Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning".☆12Dec 6, 2022Updated 3 years ago
- Adaptive resampling for machine learning in single-cell biology☆14Sep 30, 2026Updated last month
- 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.
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆14Jul 26, 2023Updated 3 years ago
- Source code of "Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers" EMNLP 2025☆18Jan 12, 2026Updated 9 months ago
- Source code of "TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification", ACL2024 (findings)☆16Nov 20, 2024Updated last year
- Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"☆16Dec 16, 2025Updated 10 months ago
- ☆37Jul 24, 2023Updated 3 years ago
- Uncertainty-aware representation learning (URL) benchmark☆108Mar 10, 2025Updated last year
- Stochastic Optimization for Global Contrastive Learning without Large Mini-batches☆20Mar 31, 2023Updated 3 years ago
- Python wrapper for the Nikon ND2 SDK.☆11Apr 21, 2022Updated 4 years ago
- ☆12Oct 4, 2023Updated 3 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.
- ☆10Aug 28, 2024Updated 2 years ago
- A curated list of researches in object-centric learning☆12Oct 14, 2024Updated 2 years ago
- Official code for the paper "Compositional Generalization Requires Linear, Orthogonal Representations in Vision Embedding Models"☆24Mar 7, 2026Updated 7 months ago
- Code for "SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation" @ ICML 2022☆17Jan 10, 2023Updated 3 years ago
- ☆58Aug 16, 2025Updated last year
- ☆16May 19, 2025Updated last year
- Source code of "C-SEO Bench: Does Conversational SEO Work?" NeurIPS D&B 2025☆20Sep 28, 2025Updated last year
- [ECCV2024][ICCV2023] Official PyTorch implementation of SeiT++ and SeiT☆56Aug 12, 2024Updated 2 years ago
- A general purpose web app for connecting participants to engage in realtime conversations based on generated prompts.☆21Jun 21, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Differentiable Euler Characteristic Transform☆17Jun 18, 2024Updated 2 years ago
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆24Jul 27, 2026Updated 3 months ago
- Official Pytorch implementation of 'Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning'? (ICLR2024)☆13Mar 8, 2024Updated 2 years ago
- ☆21Nov 7, 2022Updated 3 years ago
- An official PyTorch implementation of "Regression Prior Networks" for effective runtime uncertainty estimation.☆36Nov 19, 2020Updated 5 years ago
- Code for the experiments in the ACL 2020 paper "Estimating predictive uncertainty for rumour verification models"☆11May 15, 2020Updated 6 years ago
- On Information-Theoretic Measures of Predictive Uncertainty☆12Oct 15, 2024Updated 2 years ago