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

Aloe-Vision: Robust Vision-Language Models for Healthcare MIDL 2026
GeoArena: Evaluating Open-World Geographic Reasoning in Large Vision-Language Models ACL 2026
Reducing Token Redundancy in LVLMs: A Systematic Review of Token Pruning Methods ACL 2026
Rethinking Visual Token Reduction in LVLMs Under Cross-Modal Misalignment 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
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
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
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts AAAI 2025
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025
Can LVLMs Obtain a Driver’s License? A Benchmark Towards Reliable AGI for Autonomous Driving AAAI 2025
MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models AAAI 2025
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models CVPR 2025
Vision-Language Models Can't See the Obvious ICCV 2025
From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ACL 2025
MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models ICCV 2025
Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention CVPR 2025
LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025
LVLMs are Bad at Overhearing Human Referential Communication EMNLP 2025