IVY-LVLM / CODELinks
Official Implementation of CODE
☆15Updated last year
Alternatives and similar repositories for CODE
Users that are interested in CODE are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆50Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆118Updated 2 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆63Updated 2 months ago
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆41Updated 4 months ago
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆65Updated 2 months ago
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆41Updated 7 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆46Updated 8 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆69Updated 9 months ago
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆52Updated last month
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆151Updated last year
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆22Updated 6 months ago
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆106Updated last year
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆74Updated 4 months ago
- LLaVA-NeXT-Image-Llama3-Lora, Modified from https://github.com/arielnlee/LLaVA-1.6-ft☆45Updated last year
- ☆23Updated 7 months ago
- [ICML'25] Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models☆18Updated 2 months ago
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆92Updated 5 months ago
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆13Updated last week
- ☆107Updated 7 months ago
- Official Repository of Personalized Visual Instruct Tuning☆32Updated 8 months ago
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆13Updated 11 months ago
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆65Updated 5 months ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆88Updated 11 months ago
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆66Updated 5 months ago
- ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs☆25Updated 3 months ago
- [CVPRW-25 MMFM] Official repository of paper titled "How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite fo…☆50Updated last year
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆37Updated last year
- Official PyTorch Implementation for the "What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-mod…☆20Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆80Updated 3 weeks ago