✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).
☆58Apr 2, 2025Updated last year
Alternatives and similar repositories for Awesome-MLLM-Uncertainty
Users that are interested in Awesome-MLLM-Uncertainty are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV'24] Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene.☆40Sep 3, 2024Updated last year
- 🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".☆54Mar 18, 2025Updated last year
- ✨ Official code for our paper: "Uncertainty-o: One Model-agnostic Framework for Unveiling Epistemic Uncertainty in Large Multimodal Model…☆21Mar 13, 2025Updated last year
- Progressive Text-to-3D Generation for Automatic 3D Prototyping (ACM TOMM)☆54Mar 14, 2026Updated 3 months ago
- [ICCV'25] "Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection".☆26Jan 12, 2026Updated 5 months 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.
- Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning☆15Dec 12, 2023Updated 2 years ago
- [ECCV 2024] Official implementation of C-Instructor: Controllable Navigation Instruction Generation with Chain of Thought Prompting☆31Dec 16, 2024Updated last year
- This is the official implementation of the ICML 2023 paper "Fair yet Asymptotically Equal Collaborative Learning"☆10May 29, 2023Updated 3 years ago
- ☆19Nov 11, 2023Updated 2 years ago
- [WACV 2024 LLVM-AD Challenge] UCU Dataset☆15Sep 9, 2023Updated 2 years ago
- Official implementation of "Open-set Label Noise Can Improve Robustness Against Inherent Label Noise" (NeurIPS 2021)☆20Jul 5, 2022Updated 4 years ago
- ICLR‘24 Offical Implementation of Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization☆75Jan 30, 2024Updated 2 years ago
- [CVPR 2026] LongVideo-R1: Smart Navigation for Low-cost Long Video Understanding☆49Feb 28, 2026Updated 4 months ago
- This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…☆25Sep 29, 2023Updated 2 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.
- Mars DEM list and footprint shapefile for visualizing available DEMs☆13Mar 31, 2023Updated 3 years ago
- Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"☆57Mar 24, 2022Updated 4 years ago
- [ Arxiv 2023 ] This repository contains the code for "MUPPET: Multi-Modal Few-Shot Temporal Action Detection"☆16Aug 30, 2023Updated 2 years ago
- ☆23Apr 2, 2026Updated 3 months ago
- The official code of "Towards Unified Text-based Person Retrieval: A Large-scale Multi-Attribute and Language Search Benchmark"☆173Updated this week
- [TPAMI 2021] Code release for "Generalized Domain Conditioned Adaptation Network" https://arxiv.org/abs/2103.12339☆45Jun 22, 2022Updated 4 years ago
- code for "Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification"☆10Mar 19, 2022Updated 4 years ago
- Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation (ICML 2024)☆15Jul 19, 2024Updated last year
- ☆27Feb 28, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆29May 6, 2024Updated 2 years ago
- The official code of CVPR 2023 paper (Extracting Class Activation Maps from Non-Discriminative Features as well).☆31Mar 22, 2023Updated 3 years ago
- Repo for paper "MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding".☆40Jun 9, 2025Updated last year
- The official code of Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval (AAAI2024)☆32Mar 29, 2024Updated 2 years ago
- PIE: Simulating Disease Progression via Progressive Image Editing☆30Oct 19, 2023Updated 2 years ago
- The offical implemention of JM3D.☆31Apr 8, 2026Updated 3 months ago
- [ICML 2024] Official code for Uncertainty Estimation by Density Aware Evidential Deep Learning☆17Mar 20, 2026Updated 3 months ago
- ☆16Jun 20, 2024Updated 2 years ago
- Evaluating Vision & Language Pretraining Models with Objects, Attributes and Relations. [EMNLP 2022]☆138Apr 10, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for AAAI2024 paper: Towards Evidential and Class Separable Open Set Object Detection☆12Dec 23, 2023Updated 2 years ago
- ☆18Apr 25, 2025Updated last year
- Official Implementation of PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation☆100Jul 23, 2024Updated last year
- zoloy的后端学习之旅,其中包括开发规范,学习方法,心得体会,学习资源等,适用于所有想要学习Java后端的朋友们。☆20Sep 11, 2024Updated last year
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆82Mar 6, 2026Updated 4 months ago
- UMB: Understanding Model Behavior for Open-World object Detection (NeurIPS 2024)☆12May 26, 2024Updated 2 years ago
- a library of works related to Large Language Models (LLMs) based Agent Hallucination☆58Oct 30, 2025Updated 8 months ago