[ACL 2025 Findings] Official pytorch implementation of "Don't Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models"
☆25Jul 21, 2024Updated 2 years ago
Alternatives and similar repositories for AvisC
Users that are interested in AvisC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official pytorch implementation of "RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language…☆14Dec 16, 2024Updated last year
- ☆33Apr 18, 2025Updated last year
- [AAAI 2025] ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Mode…☆25Sep 26, 2024Updated last year
- [ACL 2024] Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding☆18Nov 10, 2025Updated 9 months ago
- Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning☆24Sep 9, 2024Updated last year
- 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.
- Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)☆59Oct 28, 2024Updated last year
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆69Jul 16, 2024Updated 2 years ago
- Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering☆120Nov 23, 2024Updated last year
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆148Sep 11, 2025Updated 11 months ago
- ☆15Aug 20, 2026Updated last week
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆22Jan 11, 2026Updated 7 months ago
- Code for paper: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models☆63Dec 18, 2024Updated last year
- Official Implementation of CODE☆18Sep 26, 2024Updated last year
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆61Jul 26, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆88Jul 28, 2025Updated last year
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆414Oct 7, 2024Updated last year
- HallE-Control: Controlling Object Hallucination in LMMs☆32Apr 10, 2024Updated 2 years ago
- [ICLR 2025] Code for Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models☆26Apr 14, 2025Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆172Jan 15, 2024Updated 2 years ago
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆25May 7, 2025Updated last year
- [NeurIPS 2025] Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs☆38Sep 21, 2025Updated 11 months ago
- Code for paper: Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection☆64Mar 13, 2025Updated last year
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆85Oct 9, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ACL 2025] Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence☆21Jun 10, 2025Updated last year
- Source code of the paper Dual Learning with Dynamic Knowledge Distillation and Soft Alignment for Partially Relevant Video Retrieval☆19May 13, 2026Updated 3 months ago
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆51Jul 7, 2025Updated last year
- [CVPR 2025] VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification☆50Mar 24, 2025Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆94Apr 30, 2024Updated 2 years ago
- Official resource for paper Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models (ACL 20…☆18Aug 12, 2024Updated 2 years ago
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆142Jun 20, 2024Updated 2 years ago
- [NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP☆59Sep 26, 2024Updated last year
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆68Aug 30, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The official codes for our paper at COLING 2022: Semantic-Preserving Adversarial Code Comprehension☆12Oct 23, 2022Updated 3 years ago
- [ICLR 2024] Analyzing and Mitigating Object Hallucination in Large Vision-Language Models☆159Apr 30, 2024Updated 2 years ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆87Oct 26, 2025Updated 10 months ago
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data (Accepted by CVPR 2024)☆52Jul 16, 2024Updated 2 years ago
- Official implementation of our paper at ACL 2023: Pre-training Multi-party Dialogue Models with Latent Discourse Inference☆10Jul 10, 2023Updated 3 years ago
- ☆14Apr 9, 2026Updated 4 months ago
- [NeurIPS 2025] Official Implementation for "Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding"☆22Dec 8, 2024Updated last year