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

GeoChat: Grounded Large Vision-Language Model for Remote Sensing CVPR 2024
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding CVPR 2024
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models ACL 2024
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024
Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) ACL 2024
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NIPS 2024
Toward a Stable, Fair, and Comprehensive Evaluation of Object Hallucination in Large Vision-Language Models NIPS 2024
HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding EMNLP 2024
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NIPS 2024
C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning IJCAI 2024
SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes SEMEVAL 2024
Are We on the Right Way for Evaluating Large Vision-Language Models? NIPS 2024
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP 2024
Concept-skill Transferability-based Data Selection for Large Vision-Language Models EMNLP 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information EMNLP 2024
BloomVQA: Assessing Hierarchical Multi-modal Comprehension ACL 2024
OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024
Encyclopedic VQA: Visual Questions About Detailed Properties of Fine-Grained Categories ICCV 2023
Exploring Question Decomposition for Zero-Shot VQA NIPS 2023