Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 2024)
☆15Aug 12, 2024Updated last year
Alternatives and similar repositories for MMHalSnowball
Users that are interested in MMHalSnowball are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code and data for ACL 2024 paper on 'Cross-Modal Projection in Multimodal LLMs Doesn't Really Project Visual Attributes to Textual Space'☆18Jul 21, 2024Updated last year
- VHTest☆16Oct 31, 2024Updated last year
- Cross-Self KV Cache Pruning for Efficient Vision-Language Inference☆10Dec 15, 2024Updated last year
- From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems☆19Nov 23, 2025Updated 6 months ago
- Official Implementation of CODE☆17Sep 26, 2024Updated last year
- 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.
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆17Nov 10, 2025Updated 6 months ago
- 🚀 Sliding Window Attention Training for Efficient Large Language Models☆16Dec 8, 2025Updated 5 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆57Oct 28, 2024Updated last year
- Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding.☆13Nov 19, 2024Updated last year
- [EMNLP 2025 Oral] IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents☆18Sep 16, 2025Updated 8 months ago
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆405Oct 7, 2024Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆67Jul 16, 2024Updated last year
- mPLUG-HalOwl: Multimodal Hallucination Evaluation and Mitigating☆99Jan 29, 2024Updated 2 years ago
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆86May 24, 2024Updated 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.
- Official PyTorch Implementation for the "What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-mod…☆20Sep 26, 2024Updated last year
- A method of ensemble learning for heterogeneous large language models.☆63Aug 7, 2024Updated last year
- 定时爬取arXiv每日论文☆13May 22, 2023Updated 3 years ago
- [AAAI 2024] History Matters: Temporal Knowledge Editing in Large Language Model☆14Dec 17, 2023Updated 2 years ago
- ☆17Nov 20, 2024Updated last year
- [ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning☆297Mar 13, 2024Updated 2 years ago
- [ICLR 2026] Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization☆30Mar 6, 2026Updated 2 months ago
- [NeurIPS 2024] TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration☆25Oct 17, 2024Updated last year
- ☆46Apr 7, 2026Updated last month
- 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.
- Code for the paper "Data Attribution for Text-to-Image Models by Unlearning Synthesized Images."☆17May 23, 2025Updated last year
- 哈尔滨工业大学(深圳)2021年球季学期深度学习体系结构实验☆17Oct 1, 2022Updated 3 years ago
- [ACL 2024 Findings] Learning Fine-Grained Grounded Citations for Attributed Large Language Models☆19Oct 24, 2024Updated last year
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆171Nov 6, 2024Updated last year
- ☆32Feb 8, 2024Updated 2 years ago
- ☆28Oct 19, 2022Updated 3 years ago
- Implementation of Pareto-Mutual-Distillation (paper: Towards Higher Pareto Frontier in Multilingual Machine Translation)☆26Feb 24, 2024Updated 2 years ago
- Implementation of paper 'Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference' [NeurIPS'24…☆26Jun 14, 2024Updated last year
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆22Jan 11, 2026Updated 4 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images☆19Jun 4, 2025Updated 11 months ago
- [ICANN 2024 (Oral)] MISS: A Generative Pre-training and Fine-tuning Approach for Med-VQA☆12Aug 8, 2024Updated last year
- ☆14Jan 4, 2025Updated last year
- Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?☆19Jun 3, 2025Updated 11 months ago
- [CVPR2026] Skyra: AI-Generated Video Detection via Grounded Artifact Reasoning☆47Mar 27, 2026Updated last month
- ☆12Sep 7, 2022Updated 3 years ago
- HallE-Control: Controlling Object Hallucination in LMMs☆32Apr 10, 2024Updated 2 years ago