Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language Models"
☆14Dec 16, 2024Updated last year
Alternatives and similar repositories for RITUAL
Users that are interested in RITUAL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆25Jul 21, 2024Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆32Apr 10, 2024Updated 2 years ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆112Dec 4, 2024Updated last year
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆24Sep 9, 2024Updated last year
- ☆18Aug 1, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repository contains the code of our paper 'Skip \n: A simple method to reduce hallucination in Large Vision-Language Models'.☆15Feb 12, 2024Updated 2 years ago
- 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
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆84Feb 22, 2025Updated last year
- Recursive Visual Programming (ECCV 2024)☆18Nov 20, 2024Updated last year
- [ICLR 2025] Code for Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models☆25Apr 14, 2025Updated last year
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆24Jan 1, 2025Updated last year
- This repository contains the code for our CVPR 2022 paper on "Non-isotropy Regularization for Proxy-based Deep Metric Learning".☆15Mar 10, 2023Updated 3 years ago
- This is the official repo for Densely-Anchored Sampling for Deep Metric Learning (ECCV 22).☆16May 24, 2024Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆98Jan 29, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- CVPR2023: Few-Shot Learning with Visual Distribution Calibration and Cross-Modal Distribution Alignment☆15May 19, 2023Updated 2 years ago
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆49Mar 24, 2025Updated last year
- ☆22Sep 16, 2025Updated 6 months ago
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆39Mar 4, 2024Updated 2 years ago
- This repository contains the official code for our paper: Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visu…☆25Nov 15, 2024Updated last year
- [WACV 2025] Code for Enhancing Vision-Language Few-Shot Adaptation with Negative Learning☆11Feb 24, 2025Updated last year
- LLMEval☆11Feb 12, 2024Updated 2 years ago
- Bias Mimicking: A simple sampling approach for Bias Mitigation (CVPR 23)☆14Aug 6, 2023Updated 2 years ago
- ☆12May 30, 2024Updated last year
- 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.
- ☆17Jul 11, 2023Updated 2 years ago
- Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs☆34Sep 21, 2025Updated 6 months ago
- Emergent Visual Grounding in Large Multimodal Models Without Grounding Supervision☆43Oct 19, 2025Updated 5 months ago
- ☆28Sep 19, 2025Updated 6 months ago
- pytorch☆10Apr 13, 2022Updated 4 years ago
- SimX-OR: Extending Any Simulation Benchmark to Evaluate the Observational Robustness of VLA Models☆33Nov 4, 2025Updated 5 months ago
- Android, Kotlin, Jetpack-Compose An innovative Android application designed to assist visually impaired individuals in navigating their s…☆25Apr 6, 2026Updated last week
- This is the official implementation for paper "On Powerful Ways to Generate: Autoregression, Diffusion, and Beyond".☆20Nov 17, 2025Updated 4 months ago
- Code for Modeling Annotator Preference and Stochastic Annotation Error for Medical Image Segmentation (MedIA 2023).☆11Nov 17, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆15Apr 25, 2023Updated 2 years ago
- ☆19May 19, 2025Updated 10 months ago
- Official implementation for the paper"Towards Understanding How Knowledge Evolves in Large Vision-Language Models"☆32Apr 10, 2025Updated last year
- ☆14Nov 29, 2022Updated 3 years ago
- Code for experiments on transformers using Markovian data.☆22Nov 22, 2024Updated last year
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆171Sep 25, 2025Updated 6 months ago
- ☆13Apr 10, 2025Updated last year