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Object Hallucination

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Showing 1–50 of 71 papers

TitleStatusHype
RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V TrustworthinessCode11
MoE-LLaVA: Mixture of Experts for Large Vision-Language ModelsCode7
Ferret: Refer and Ground Anything Anywhere at Any GranularityCode5
Evaluating Object Hallucination in Large Vision-Language ModelsCode2
ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language ModelsCode2
Mitigating Object Hallucination via Concentric Causal AttentionCode2
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive DecodingCode2
TinyLVLM-eHub: Towards Comprehensive and Efficient Evaluation for Large Vision-Language ModelsCode2
HALC: Object Hallucination Reduction via Adaptive Focal-Contrast DecodingCode2
LVLM-eHub: A Comprehensive Evaluation Benchmark for Large Vision-Language ModelsCode2
From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language ModelsCode2
Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language ModelsCode2
Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color ConsistencyCode1
Analyzing and Mitigating Object Hallucination in Large Vision-Language ModelsCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
Detecting and Preventing Hallucinations in Large Vision Language ModelsCode1
EFUF: Efficient Fine-grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language ModelsCode1
Extract Free Dense Misalignment from CLIPCode1
HallE-Control: Controlling Object Hallucination in Large Multimodal ModelsCode1
HyperPocket: Generative Point Cloud CompletionCode1
Let there be a clock on the beach: Reducing Object Hallucination in Image CaptioningCode1
Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language ModelsCode1
Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption RewritesCode1
Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided DecodingCode1
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information FlowCode1
Multi-Object Hallucination in Vision-Language ModelsCode1
Revisit What You See: Disclose Language Prior in Vision Tokens for Efficient Guided Decoding of LVLMsCode1
Seeing is Believing: Mitigating Hallucination in Large Vision-Language Models via CLIP-Guided DecodingCode1
Transferable Decoding with Visual Entities for Zero-Shot Image CaptioningCode1
TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-InterventionCode1
DAMRO: Dive into the Attention Mechanism of LVLM to Reduce Object Hallucination—0
Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models—0
A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models—0
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?—0
RITUAL: Random Image Transformations as a Universal Anti-hallucination Lever in Large Vision Language Models—0
Consensus Graph Representation Learning for Better Grounded Image Captioning—0
Seeing What's Not There: Spurious Correlation in Multimodal LLMs—0
Evaluating Hallucination in Large Vision-Language Models based on Context-Aware Object Similarities—0
Simple Token-Level Confidence Improves Caption Correctness—0
Effectiveness Assessment of Recent Large Vision-Language Models—0
EAZY: Eliminating Hallucinations in LVLMs by Zeroing out Hallucinatory Image Tokens—0
GROUNDHOG: Grounding Large Language Models to Holistic Segmentation—0
Do More Details Always Introduce More Hallucinations in LVLM-based Image Captioning?—0
The Role of Background Information in Reducing Object Hallucination in Vision-Language Models: Insights from Cutoff API Prompting—0
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models—0
``I've Seen Things You People Wouldn't Believe'': Hallucinating Entities in GuessWhat?!—0
Visual Instruction Bottleneck Tuning—0
Mitigating Object Hallucination in Large Vision-Language Models via Classifier-Free Guidance—0
Deep Learning Approaches on Image Captioning: A Review—0
Mitigating Object Hallucinations in Large Vision-Language Models via Attention Calibration—0
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