Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
☆25May 7, 2025Updated last year
Alternatives and similar repositories for VDGD
Users that are interested in VDGD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Apr 27, 2025Updated last year
- [AAAI 2025] ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Mode…☆25Sep 26, 2024Updated last year
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆84Oct 9, 2025Updated 10 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆68Jul 16, 2024Updated 2 years ago
- Code and data for paper "Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation".☆25Oct 22, 2025Updated 9 months ago
- 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.
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆51Jul 7, 2025Updated last year
- [CVPR 2026 Highlight] Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding☆92Apr 9, 2026Updated 4 months ago
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆18Nov 10, 2025Updated 9 months ago
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆82May 31, 2025Updated last year
- ☆12Jul 4, 2024Updated 2 years ago
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆24Sep 9, 2024Updated last year
- ☆33Apr 18, 2025Updated last year
- ☆19Jul 3, 2025Updated last year
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆62Dec 18, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICCV25 Oral] Token Activation Map to Visually Explain Multimodal LLMs☆189Dec 14, 2025Updated 7 months ago
- Official repo for ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models☆28Mar 24, 2025Updated last year
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆18Aug 12, 2024Updated 2 years ago
- A library of visualization tools for the interpretability and hallucination analysis of large vision-language models (LVLMs).☆43May 22, 2025Updated last year
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆118Feb 16, 2025Updated last year
- Official codes of "Sketch-in-Latents: Eliciting Unified Reasoning in MLLMs"☆17Feb 15, 2026Updated 5 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆148Sep 11, 2025Updated 11 months ago
- ☆23May 8, 2025Updated last year
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆39Jul 14, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆11Dec 14, 2022Updated 3 years ago
- [NeurIPS 2025] Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs☆38Sep 21, 2025Updated 10 months ago
- The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors☆19Mar 31, 2025Updated last year
- The official implement of "Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models"☆17Mar 24, 2025Updated last year
- MLLM hallucination, LVLM, LLM, Hallucination Mitigation, Training-free hallucination mitigation