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

Towards Understanding How Knowledge Evolves in Large Vision-Language Models CVPR 2025
Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 2025
Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence ACL 2025
EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model ACL 2025
DRUM: Learning Demonstration Retriever for Large MUlti-modal Models ACL 2025
Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image Captioning CVPR 2025
Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens CVPR 2025
CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models CVPR 2025
VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025
Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding CVPR 2025
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception CVPR 2025
ECBench: Can Multi-modal Foundation Models Understand the Egocentric World? A Holistic Embodied Cognition Benchmark CVPR 2025
Libra-Merging: Importance-redundancy and Pruning-merging Trade-off for Acceleration Plug-in in Large Vision-Language Model CVPR 2025
Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection CVPR 2025
Mitigating Hallucination in Large Vision-Language Models through Aligning Attention Distribution to Information Flow EMNLP 2025
EmoGist: Efficient In-Context Learning for Visual Emotion Understanding EMNLP 2025
How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation EMNLP 2025
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration EMNLP 2025
VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism ACL 2025
Activation Steering Decoding: Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State Intervention ACL 2025
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025
LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025
From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ACL 2025