simplelifetime / TIVELinks
Less is More: High-value Data Selection for Visual Instruction Tuning
☆16Updated 10 months ago
Alternatives and similar repositories for TIVE
Users that are interested in TIVE are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆118Updated 2 months ago
- [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
- ☆53Updated 11 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆88Updated 11 months ago
- ☆57Updated 3 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆83Updated last year
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆101Updated 11 months ago
- ☆21Updated 6 months ago
- ☆25Updated 4 months ago
- Official Code and data for ACL 2024 finding, "An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models"☆23Updated last year
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆65Updated 2 months ago
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆92Updated 5 months ago
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆55Updated last year
- Instruction Tuning in Continual Learning paradigm☆65Updated 9 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆49Updated last year
- up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources☆208Updated last month
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆40Updated last year
- ☆107Updated 7 months ago
- [ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality☆54Updated 4 months ago
- MoCLE (First MLLM with MoE for instruction customization and generalization!) (https://arxiv.org/abs/2312.12379)☆44Updated 4 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated 3 weeks ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆168Updated last month
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆50Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆81Updated last month
- M-HalDetect Dataset Release☆25Updated 2 years ago
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆12Updated last year
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆86Updated 9 months ago
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆66Updated 5 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆46Updated 8 months ago
- A library of visualization tools for the interpretability and hallucination analysis of large vision-language models (LVLMs).☆41Updated 5 months ago