GasolSun36 / MVPLinks
Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning
☆22Updated last year
Alternatives and similar repositories for MVP
Users that are interested in MVP are comparing it to the libraries listed below
Sorting:
- [ICML 2024] Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning☆50Updated last year
- [ACM Multimedia 2025] This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual…☆82Updated 8 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆48Updated last year
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆19Updated last year
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆13Updated 10 months ago
- Towards a Unified View on Visual Parameter-Efficient Transfer Learning☆26Updated 3 years ago
- [ICCV2023] Official code for "VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control"☆52Updated 2 years ago
- [CVPR 2025] PyTorch implementation of paper "FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training"☆31Updated 3 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆49Updated last year
- [ACL 2024] Multi-modal preference alignment remedies regression of visual instruction tuning on language model☆47Updated 11 months ago
- [ICCV 2023] ViLLA: Fine-grained vision-language representation learning from real-world data☆45Updated 2 years ago
- Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning☆40Updated 3 months ago
- FreeVA: Offline MLLM as Training-Free Video Assistant☆64Updated last year
- [NeurIPS 2023]DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models☆46Updated last year
- Visual self-questioning for large vision-language assistant.☆45Updated 3 months ago
- This repository contains the code of our paper 'Skip \n: A simple method to reduce hallucination in Large Vision-Language Models'.☆14Updated last year
- An Enhanced CLIP Framework for Learning with Synthetic Captions☆37Updated 6 months ago
- [CVPR2024 Highlight] Official implementation for Transferable Visual Prompting. The paper "Exploring the Transferability of Visual Prompt…☆44Updated 10 months ago
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆44Updated 10 months ago
- Emergent Visual Grounding in Large Multimodal Models Without Grounding Supervision☆40Updated last week
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆15Updated 10 months ago
- COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!☆24Updated 11 months ago
- ☆91Updated last year
- This repository houses the code for the paper - "The Neglected of VLMs"☆29Updated 5 months ago
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆37Updated last year
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 4 months ago
- Repository for the paper: Teaching VLMs to Localize Specific Objects from In-context Examples☆31Updated 11 months ago
- [ICML2024] Repo for the paper `Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models'☆21Updated 9 months ago
- The official implementation of the paper "MMFuser: Multimodal Multi-Layer Feature Fuser for Fine-Grained Vision-Language Understanding". …☆59Updated 11 months ago
- [ECCV2024] Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models☆19Updated last year