conftrace_

vision-language model

2348 papers

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Also known as

VLM VL MODEL VLMS

Co-occurring keywords

multimodal learning (4645) zero-shot learning (3650) vision language model (767) contrastive learning (4032) large language model (13587) visual question answering (1017) transfer learning (5449) few-shot learning (3398) knowledge distillation (3725) semantic segmentation (3186)

Papers

Aligning Large Multimodal Models with Factually Augmented RLHF ACL 2024
GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ACL 2024
Mol2Lang-VLM: Vision- and Text-Guided Generative Pre-trained Language Models for Advancing Molecule Captioning through Multimodal Fusion ACL 2024
ChartCheck: Explainable Fact-Checking over Real-World Chart Images ACL 2024
EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models ACL 2024
Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples ACL 2024
Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation ACL 2024
EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models ACL 2024
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024
On the Language Encoder of Contrastive Cross-modal Models ACL 2024
DAMRO: Dive into the Attention Mechanism of LVLM to Reduce Object Hallucination EMNLP 2024
Vision-Language Model Fine-Tuning via Simple Parameter-Efficient Modification EMNLP 2024
***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models EMNLP 2024
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning EMNLP 2024
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models EMNLP 2024
From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment EMNLP 2024
In-Context Compositional Generalization for Large Vision-Language Models EMNLP 2024
Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory EMNLP 2024
Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models EMNLP 2024
Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024
CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis EMNLP 2024
Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language Models EMNLP 2024
A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models EMNLP 2024
VGA: Vision GUI Assistant - Minimizing Hallucinations through Image-Centric Fine-Tuning EMNLP 2024