conftrace_

large vision-language model

170 papers

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Also known as

LVLM

Co-occurring keywords

vision-language model (2348) multimodal learning (4645) hallucination mitigation (320) visual question answering (1017) benchmark evaluation (1556) object hallucination (51) visual reasoning (493) attention mechanism (4001) hallucination detection (530) multimodal reasoning (197)

Papers

RPTS: Tree-Structured Reasoning Process Scoring for Faithful Multimodal Evaluation AAAI 2026

Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment AAAI 2026

RFI: Rectified Flow Intervention for Mitigating Object Hallucination in Large Vision-Language Models AAAI 2026

FAM: Fine-Grained Alignment Matters in Multimodal Embedding Learning with Large Vision-Language Models AAAI 2026

Remember Me: Bridging the Long-Range Gap in LVLMs with Three-Step Inference-Only Decay Resilience Strategies AAAI 2026

MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering AAAI 2026

PerVL-Bench: Benchmarking Multimodal Personalization for Large Vision-Language Models WACV 2026

Joint Multimodal Preference Optimization for Fine-Grained Visual-Textual Alignment EACL 2026

Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation AAAI 2026

Not All Inconsistency Is Equal: Decomposing LVLM Uncertainty into Belief Divergence and Belief Conflict AAAI 2026

DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt AAAI 2026

Drifting Away from Truth: GenAI-Driven News Diversity Challenges LVLM-Based Misinformation Detection AAAI 2026

SmartAgent: Chain-of-User-Thought for Embodied Personalized Agent in Cyber World AAAI 2026

Aligning Cross-View Visual Geometries in LVLMs Through Human-Like Reasoning Learning AAAI 2026

CAAC: Confidence-Aware Attention Calibration to Reduce Hallucinations in Large Vision-Language Models WACV 2026

Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering WACV 2026

Optimizing LVLMs with On-Policy Data for Effective Hallucination Mitigation WACV 2026

ITUNLP at MWE-2026 AdMIRe 2: A Zero-Shot LLM Pipeline for Multimodal Idiom Understanding and Ranking EACL 2026

Spatial-Spectral Homogeneous Attacks on Physical-World Large Vision-Language Models AAAI 2026

Game Ground Bench: Probing the Limits of LVLMs in Complex Semantic Grounding Across Game Universes AAAI 2026

MTAttack: Multi-Target Backdoor Attacks Against Large Vision-Language Models AAAI 2026

ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models AAAI 2026

Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models AAAI 2026

SAVER: Mitigating Hallucinations in Large Vision-Language Models via Style-Aware Visual Early Revision AAAI 2026

TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models AAAI 2026