HaloQuest addresses hallucination issues in vision-language models with a new dataset.
― 9 min read
Cutting edge science explained simply
HaloQuest addresses hallucination issues in vision-language models with a new dataset.
― 9 min read
This study evaluates object-centric representations against foundation models for VQA tasks.
― 5 min read
RagLLaVA enhances multimodal models, improving accuracy in complex data tasks.
― 6 min read
Two methods enhance how models analyze medical images for better diagnosis.
― 6 min read
Enhancing robots' decision-making skills for space exploration.
― 5 min read
CluMo helps models learn continuously in Visual Question Answering without forgetting past knowledge.
― 6 min read
MaVEn enhances AI's ability to process multiple images for better reasoning.
― 5 min read
This article examines the progress of vision-language models and their reasoning capabilities.
― 4 min read
RACC optimizes knowledge retrieval for more efficient visual question answering.
― 5 min read
Learn about the challenges and models in visual question-answering tasks.
― 5 min read
NVLM enhances AI's grasp of language and visuals for diverse tasks.
― 5 min read
OneEncoder efficiently connects images, text, audio, and video for better information processing.
― 7 min read
New features enhance user experience in screen understanding and multilingual interactions.
― 6 min read
Research improves data generation in machine learning using synthetic methods for clearer explanations.
― 5 min read
This study uses Visual Question Answering for assessing charts created by AI models.
― 7 min read
TrojVLM exposes vulnerabilities in Vision Language Models to backdoor attacks.
― 7 min read
Learn how MLLMs enhance our ability to understand satellite imagery.
― 8 min read
A new method for robots to navigate effectively without extensive training.
― 6 min read
LLaVA improves Visual Question Answering by blending local device power with cloud processing.
― 9 min read
A new model enhances VQA by providing detailed explanations for educational content.
― 6 min read
Llava blends text and images to improve question answering.
― 7 min read
A new framework enhances machine understanding in driving environments.
― 8 min read
A novel method enhances performance in Visual Question Answering by structuring learning.
― 10 min read
New methods tackle image tampering in remote sensing effectively.
― 7 min read
Perception Tokens enhance AI's ability to understand and interpret images.
― 6 min read
Learn how AI answers visual questions and provides explanations.
― 6 min read
A look into how Doubly-UAP tricks AI models with images and text.
― 6 min read
DeepSeek-VL2 merges visual and text data for smarter AI interactions.
― 5 min read
FedPIA enhances machine learning while safeguarding sensitive data privacy.
― 6 min read
Advancements in AI enhance visual question answering capabilities.
― 6 min read