Object Hallucination-Free Reinforcement Unlearning for Vision-Language Models
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Jia, Kaidi, Lin, Yujie, Yang, Chengyi, Ma, Jiayao, Su, Jinsong |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Multi-Object Hallucination in Vision-Language Models
par: Chen, Xuweiyi, et autres
Publié: (2024)
par: Chen, Xuweiyi, et autres
Publié: (2024)
Dual-Pathway Circuits of Object Hallucination in Vision-Language Models
par: Liu, Jiaxin, et autres
Publié: (2026)
par: Liu, Jiaxin, et autres
Publié: (2026)
Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection
par: Yang, Le, et autres
Publié: (2024)
par: Yang, Le, et autres
Publié: (2024)
Do Not Leave a Gap: Hallucination-Free Object Concealment in Vision-Language Models
par: Guesmi, Amira, et autres
Publié: (2026)
par: Guesmi, Amira, et autres
Publié: (2026)
Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation
par: Li, Qiming, et autres
Publié: (2025)
par: Li, Qiming, et autres
Publié: (2025)
Watch Closely: Mitigating Object Hallucinations in Large Vision-Language Models with Disentangled Decoding
par: Ma, Ruiqi, et autres
Publié: (2025)
par: Ma, Ruiqi, et autres
Publié: (2025)
From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models
par: Shang, Yuying, et autres
Publié: (2024)
par: Shang, Yuying, et autres
Publié: (2024)
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models
par: Lovenia, Holy, et autres
Publié: (2023)
par: Lovenia, Holy, et autres
Publié: (2023)
TruthPrInt: Mitigating Large Vision-Language Models Object Hallucination Via Latent Truthful-Guided Pre-Intervention
par: Duan, Jinhao, et autres
Publié: (2025)
par: Duan, Jinhao, et autres
Publié: (2025)
VORD: Visual Ordinal Calibration for Mitigating Object Hallucinations in Large Vision-Language Models
par: Neo, Dexter, et autres
Publié: (2024)
par: Neo, Dexter, et autres
Publié: (2024)
THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models
par: Kaul, Prannay, et autres
Publié: (2024)
par: Kaul, Prannay, et autres
Publié: (2024)
What Makes "Good" Distractors for Object Hallucination Evaluation in Large Vision-Language Models?
par: Xie, Ming-Kun, et autres
Publié: (2025)
par: Xie, Ming-Kun, et autres
Publié: (2025)
DO-Bench: An Attributable Benchmark for Diagnosing Object Hallucination in Vision-Language Models
par: Wang, JiYang, et autres
Publié: (2026)
par: Wang, JiYang, et autres
Publié: (2026)
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?
par: Geigle, Gregor, et autres
Publié: (2024)
par: Geigle, Gregor, et autres
Publié: (2024)
A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models
par: Jing, Liqiang, et autres
Publié: (2025)
par: Jing, Liqiang, et autres
Publié: (2025)
CRoPS: A Training-Free Hallucination Mitigation Framework for Vision-Language Models
par: Anand, Neeraj, et autres
Publié: (2026)
par: Anand, Neeraj, et autres
Publié: (2026)
Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
par: Zhou, Yiyang, et autres
Publié: (2023)
par: Zhou, Yiyang, et autres
Publié: (2023)
CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models
par: Li, Qiming, et autres
Publié: (2025)
par: Li, Qiming, et autres
Publié: (2025)
Countering the Over-Reliance Trap: Mitigating Object Hallucination for LVLMs via a Self-Validation Framework
par: Liu, Shiyu, et autres
Publié: (2026)
par: Liu, Shiyu, et autres
Publié: (2026)
Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models
par: Liu, Yufang, et autres
Publié: (2024)
par: Liu, Yufang, et autres
Publié: (2024)
Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens
par: Jiang, Zhangqi, et autres
Publié: (2024)
par: Jiang, Zhangqi, et autres
Publié: (2024)
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
par: Ma, Yingzi, et autres
Publié: (2024)
par: Ma, Yingzi, et autres
Publié: (2024)
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models
par: Chen, Junzhe, et autres
Publié: (2024)
par: Chen, Junzhe, et autres
Publié: (2024)
Mitigating Object Hallucinations in Vision-Language Models through Region-Aware Attention Recalibration
par: Xu, Yuanzhi, et autres
Publié: (2026)
par: Xu, Yuanzhi, et autres
Publié: (2026)
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization
par: Lyu, Xinyu, et autres
Publié: (2024)
par: Lyu, Xinyu, et autres
Publié: (2024)
Visual-Guided Key-Token Regularization for Multimodal Large Language Model Unlearning
par: Cai, Chengyi, et autres
Publié: (2026)
par: Cai, Chengyi, et autres
Publié: (2026)
Training-Free Semantic Multi-Object Tracking with Vision-Language Models
par: Bonat, Laurence, et autres
Publié: (2026)
par: Bonat, Laurence, et autres
Publié: (2026)
Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention
par: An, Wenbin, et autres
Publié: (2024)
par: An, Wenbin, et autres
Publié: (2024)
Detecting and Evaluating Medical Hallucinations in Large Vision Language Models
par: Chen, Jiawei, et autres
Publié: (2024)
par: Chen, Jiawei, et autres
Publié: (2024)
Online Self-Calibration Against Hallucination in Vision-Language Models
par: Chen, Minghui, et autres
Publié: (2026)
par: Chen, Minghui, et autres
Publié: (2026)
HaloProbe: Bayesian Detection and Mitigation of Object Hallucinations in Vision-Language Models
par: Zohrabi, Reihaneh, et autres
Publié: (2026)
par: Zohrabi, Reihaneh, et autres
Publié: (2026)
Mitigating Object Hallucinations in Large Vision-Language Models via Attention Calibration
par: Zhu, Younan, et autres
Publié: (2025)
par: Zhu, Younan, et autres
Publié: (2025)
Multi-Object Grounding via Hierarchical Contrastive Siamese Transformers
par: Du, Chengyi, et autres
Publié: (2025)
par: Du, Chengyi, et autres
Publié: (2025)
Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations
par: Lu, Yifan, et autres
Publié: (2025)
par: Lu, Yifan, et autres
Publié: (2025)
Cross-Modal Attention Guided Unlearning in Vision-Language Models
par: Bhaila, Karuna, et autres
Publié: (2025)
par: Bhaila, Karuna, et autres
Publié: (2025)
Segmentation-Based Attention Entropy: Detecting and Mitigating Object Hallucinations in Large Vision-Language Models
par: Song, Jiale, et autres
Publié: (2026)
par: Song, Jiale, et autres
Publié: (2026)
CAST: Mitigating Object Hallucination in Large Vision-Language Models via Caption-Guided Visual Attention Steering
par: Li, Qiming, et autres
Publié: (2026)
par: Li, Qiming, et autres
Publié: (2026)
The Role of Background Information in Reducing Object Hallucination in Vision-Language Models: Insights from Cutoff API Prompting
par: Tomita, Masayo, et autres
Publié: (2025)
par: Tomita, Masayo, et autres
Publié: (2025)
Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation
par: Zhu, Xingyu, et autres
Publié: (2026)
par: Zhu, Xingyu, et autres
Publié: (2026)
Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models
par: Woo, Sangmin, et autres
Publié: (2025)
par: Woo, Sangmin, et autres
Publié: (2025)
Documents similaires
-
Multi-Object Hallucination in Vision-Language Models
par: Chen, Xuweiyi, et autres
Publié: (2024) -
Dual-Pathway Circuits of Object Hallucination in Vision-Language Models
par: Liu, Jiaxin, et autres
Publié: (2026) -
Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection
par: Yang, Le, et autres
Publié: (2024) -
Do Not Leave a Gap: Hallucination-Free Object Concealment in Vision-Language Models
par: Guesmi, Amira, et autres
Publié: (2026) -
Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation
par: Li, Qiming, et autres
Publié: (2025)