conftrace_

object hallucination

51 papers

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OH

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vision-language model (2348) large vision-language model (170) multimodal learning (4645) hallucination mitigation (320) multimodal large language model (966) visual grounding (518) large language model (13587) attention mechanism (4001) hallucination detection (530) contrastive decoding (59)

Papers

CSF-Net: Context-Semantic Fusion Network for Large Mask Inpainting WACV 2026
ObjecTok: Learning Holistic and Robust Object Tokens for MLLMs AAAI 2026
Adaptive Weighted Proxy Tuning: Efficient Gray-Box Steering for Image Captioning. ACL 2026
Analyzing and Mitigating Object Hallucination: A Training Bias Perspective AAAI 2026
Mask What Matters: Mitigating Object Hallucinations in Multimodal Large Language Models with Object-Aligned Visual Contrastive Decoding EACL 2026
Causal-HalBench: Uncovering LVLMs Object Hallucinations Through Causal Intervention AAAI 2026
Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs AAAI 2026
Vision-Language Introspection: Mitigating Overconfident Hallucinations in MLLMs via Interpretable Bi-Causal Steering ACL 2026
SAVE: Sparse Autoencoder-Driven Visual Information Enhancement for Mitigating Object Hallucination WACV 2026
RFI: Rectified Flow Intervention for Mitigating Object Hallucination in Large Vision-Language Models AAAI 2026
Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models EMNLP 2025
TruthPrInt: Mitigating Large Vision-Language Models Object Hallucination Via Latent Truthful-Guided Pre-Intervention ICCV 2025
Hallucinatory Image Tokens: A Training-free EAZY Approach to Detecting and Mitigating Object Hallucinations in LVLMs ICCV 2025
Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency CVPR 2025
Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding NAACL 2025
Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models EMNLP 2025
DAPE-BR: Distance-Aware Positional Encoding for Mitigating Object Hallucination in LVLMs EMNLP 2025
Evaluating and Mitigating Object Hallucination in Large Vision-Language Models: Can They Still See Removed Objects? NAACL 2025
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025
Fuzzy Contrastive Decoding to Alleviate Object Hallucination in Large Vision-Language Models ICCV 2025
ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models CVPR 2025
Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models NAACL 2025
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models CVPR 2025
Controlling Multimodal LLMs via Reward-guided Decoding ICCV 2025
Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models ACL 2025