Ruiyang-061X / Awesome-MLLM-UncertaintyLinks
✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).
☆49Updated 3 months ago
Alternatives and similar repositories for Awesome-MLLM-Uncertainty
Users that are interested in Awesome-MLLM-Uncertainty are comparing it to the libraries listed below
Sorting:
- 🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".☆39Updated 3 months ago
- Official PyTorch code of GroundVQA (CVPR'24)☆61Updated 10 months ago
- MMICL, a state-of-the-art VLM with the in context learning ability from ICL, PKU☆48Updated last year
- FreeVA: Offline MLLM as Training-Free Video Assistant☆59Updated last year
- The official implementation of RAR☆88Updated last year
- [CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"☆67Updated 9 months ago
- (CVPR2024) MeaCap: Memory-Augmented Zero-shot Image Captioning☆48Updated 11 months ago
- [ICLR 2025] TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning☆36Updated 3 months ago
- Repository of paper: Position-Enhanced Visual Instruction Tuning for Multimodal Large Language Models☆37Updated last year
- 【ICLR 2024, Spotlight】Sentence-level Prompts Benefit Composed Image Retrieval☆83Updated last year
- Distilling Large Vision-Language Model with Out-of-Distribution Generalizability (ICCV 2023)☆58Updated last year
- Dettoolchain: A new prompting paradigm to unleash detection ability of MLLM☆38Updated 9 months ago
- Official repository of DoraemonGPT: Toward Understanding Dynamic Scenes with Large Language Models☆85Updated 10 months ago
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆35Updated last year
- VQACL: A Novel Visual Question Answering Continual Learning Setting (CVPR'23)☆39Updated last year
- Official implementation of HawkEye: Training Video-Text LLMs for Grounding Text in Videos☆43Updated last year
- Towards a Unified View on Visual Parameter-Efficient Transfer Learning☆26Updated 2 years ago
- Code for paper "LLMs Can Evolve Continually on Modality for X-Modal Reasoning" NeurIPS2024☆37Updated 6 months ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆93Updated last month
- 👾 E.T. Bench: Towards Open-Ended Event-Level Video-Language Understanding (NeurIPS 2024)☆59Updated 5 months ago
- Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models (AAAI 2024)☆73Updated 5 months ago
- [CVPR 2024] Offical implemention of the paper "DePT: Decoupled Prompt Tuning"☆106Updated last month
- (ICML 2024) Improve Context Understanding in Multimodal Large Language Models via Multimodal Composition Learning☆27Updated 9 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆45Updated last year
- [AAAI2023] Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task (Oral)☆39Updated last year
- [ICCV 2025] VisRL: Intention-Driven Visual Perception via Reinforced Reasoning☆32Updated last month
- [CVPR 2023 Highlight & TPAMI] Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning☆120Updated 6 months ago
- [ICCV 2025] Official code for "AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning"☆31Updated 3 weeks ago
- [EMNLP'23] The official GitHub page for ''Evaluating Object Hallucination in Large Vision-Language Models''☆85Updated last year
- [ICCV2023] Tem-adapter: Adapting Image-Text Pretraining for Video Question Answer☆37Updated last year