IVY-LVLM / CODELinks
Official Implementation of CODE
☆17Updated 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☆61Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆133Updated 5 months ago
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆22Updated 9 months ago
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆62Updated 4 months ago
- ☆27Updated 9 months ago
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆49Updated 7 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆66Updated 5 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆162Updated last year
- [ICLR 2025] VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning☆70Updated 4 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆90Updated 11 months ago
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆48Updated 10 months ago
- [ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vis…☆24Updated last year
- [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
- DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding☆66Updated 8 months ago
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆95Updated 2 months ago
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆15Updated 3 months ago
- Official Repository of Personalized Visual Instruct Tuning☆34Updated 11 months ago
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆75Updated 8 months ago
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆13Updated last year
- Question-Aware Gaussian Experts for Audio-Visual Question Answering -- Official Pytorch Implementation (CVPR'25, Highlight)☆26Updated 8 months ago
- Code for DeCo: Decoupling token compression from semanchc abstraction in multimodal large language models☆77Updated 6 months ago
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆39Updated last year
- Code for "AVG-LLaVA: A Multimodal Large Model with Adaptive Visual Granularity"☆33Updated last year
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆111Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆85Updated 3 months ago
- 🔥 [NeurIPS 2025] Official implementation of "Generate, but Verify: Reducing Visual Hallucination in Vision-Language Models with Retrospe…☆52Updated 3 weeks ago
- [EMNLP 2024] Preserving Multi-Modal Capabilities of Pre-trained VLMs for Improving Vision-Linguistic Compositionality☆21Updated last year
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆50Updated 10 months ago
- ViCToR: Improving Visual Comprehension via Token Reconstruction for Pretraining LMMs☆28Updated 5 months ago