Robuta

https://ircommons.uwf.edu/esploro/outputs/conferenceProceeding/Proactive-Adversarial-Defense-Harnessing-Prompt-Tuning/99381589098006600 Proactive Adversarial Defense: Harnessing Prompt Tuning in Vision-Language Models to Detect Unseen... Oct 6, 2025 - Backdoor attacks pose a critical threat by embedding hidden triggers into inputs, causing models to misclassify them into adversary-chosen target labels. While... vision language models https://experts.arizona.edu/en/publications/visually-grounded-planning-without-vision-language-models-infer-d-2/ Visually-grounded planning without vision: Language models infer detailed plans from high-level... vision language models https://blog.milvus.io/ai-quick-reference/how-are-visionlanguage-models-applied-in-image-captioning How are Vision-Language Models applied in image captioning? Vision-Language Models (VLMs) are applied in image captioning by combining visual understanding with text generation to vision language modelsappliedimagecaptioning https://aiagentstore.ai/get-ai-agent/vision-language-models "vision-language models" tagged AI Agents | AI Agent Store AI agents for vision-language models: Access our curated directory of smart automation tools and AI-powered solutions for business transformation. vision language modelsai agentstaggedstore https://openreview.net/forum?id=d5DJWgmMoX Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning? |... Large vision-language models (VLMs) have become state-of-the-art for many computer vision tasks, with in-context learning (ICL) as a popular adaptation... vision language modelslearn from https://proceedings.iclr.cc/paper_files/paper/2024/hash/4a6a5e2e8a27262501bda3463fcf7b21-Abstract-Conference.html Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images vision language modelshigh energy https://ai-search.io/papers/seam-semantically-equivalent-across-modalities-benchmark-for-vision-language-models SEAM: Semantically Equivalent Across Modalities Benchmark for Vision-Language Models - AI for... This paper investigates how well vision-language models, which are AI systems that can understand both images and text, actually reason consistently when given... vision language modelsseamequivalentacrossmodalities https://openreview.net/forum?id=PUDr24TNKb&referrer=%5Bthe%20profile%20of%20Kiet%20A.%20Nguyen%5D(%2Fprofile%3Fid%3D~Kiet_A._Nguyen1) CALICO: Part-Focused Semantic Co-Segmentation with Large Vision-Language Models | OpenReview Recent advances in Large Vision-Language Models (LVLMs) have sparked significant progress in general-purpose vision tasks through visual instruction tuning.... vision language models https://encord.com/lp/llava-webinar/ Vision Language Models: Powering the next chapter in AI Webinar on how to leverage Vision Language Models for visual data labelling vision language modelspowering the nextchapterai https://liner.com/review/promptrobust-visionlanguage-models-via-metafinetuning Prompt-Robust Vision-Language Models via Meta-Finetuning [Quick Review] Regarding this ICLR 2026 paper, this review summarizes Promise, a meta-learning framework for prompt-robust vision-language models. vision language modelspromptrobustviameta https://zilliz.com/ai-faq/what-role-does-selfattention-play-in-visionlanguage-models What role does self-attention play in Vision-Language Models? - Zilliz Vector Database Self-attention is a key component in Vision-Language Models (VLMs) that allows the model to effectively connect visual i vision language models https://glcnd.io/evaluating-the-impact-of-vision-language-models-in-mlops/ Evaluating the Impact of Vision-Language Models in MLOps - GLCND.IO Apr 16, 2026 - The rise of vision-language models marks a significant transformation in MLOps, integrating visual and textual data to drive advanced applications. As vision language modelsthe impactevaluating https://aws.amazon.com/blogs/machine-learning/scaling-data-annotation-using-vision-language-models-to-power-physical-ai-systems/ Scaling data annotation using vision-language models to power physical AI systems | Artificial... Feb 26, 2026 - In this post, we examine how Bedrock Robotics tackles this challenge. By joining the AWS Physical AI Fellowship, the startup partnered with the AWS Generative... vision language models https://www.azoai.com/news/20241103/Vision-Language-Models-Hit-a-Wall-Bongard-Puzzles-Stump-AI-with-Abstract-Reasoning.aspx Vision-Language Models Hit a Wall: Bongard Puzzles Stump AI with Abstract Reasoning Nov 3, 2024 - Vision-language models struggle with visual reasoning, revealing a significant gap between AI and human cognition in solving abstract Bongard puzzles. vision language models https://www.aristeidispanos.com/publication/panos_25_tmlr/ Efficient Few-Shot Continual Learning in Vision-Language Models | Aristeidis Panos Dec 5, 2025 - Vision-language models (VLMs) excel at tasks like visual question answering and image captioning, but their reliance on frozen, pretrained image encoders like... vision language modelscontinual learningefficientshot https://www.liquid.ai/use-cases/optimizing-vision-language-models-for-product-cataloging Optimizing Vision-Language Models for Product Cataloging | Liquid AI Dec 17, 2025 - Liquid’s vision-language models cut cataloging time by 65% while delivering higher accuracy and lower costs. vision language modelsfor productoptimizingcatalogingliquid https://openreview.net/forum?id=G3aXjVAJjU Natural Language Inference Improves Compositionality in Vision-Language Models | OpenReview Compositional reasoning in Vision-Language Models (VLMs) remains challenging as these models often struggle to relate objects, attributes, and spatial... natural language inferencevision modelsimprovescompositionalityopenreview https://arxiv.org/html/2506.14674v1 Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models https://openreview.net/forum?id=yiqeh2ZYUh&referrer=%5Bthe%20profile%20of%20Qi%20Wu%5D(%2Fprofile%3Fid%3D~Qi_Wu1) Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models |... Vision-and-Language Navigation (VLN) has gained increasing attention over recent years and many approaches have emerged to advance their development. The... vision and language https://deeplearn.org/arxiv/740294/heisd:-hybrid-speculative-decoding-for-embodied-vision-language-action-models-with-kinematic-awareness HeiSD: Hybrid Speculative Decoding for Embodied Vision-Language-Action Models with Kinematic... Things happening in deep learning: arxiv, twitter, reddit speculative decoding https://varytoy.github.io/ Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models Vary: Scaling up the Vision Vocabulary for Large Vision-Language Models scaling upthe visionlarge languagevaryvocabulary https://www.jumpstartmag.com/carryais-serverless-vision-language-models-signal-a-new-era-of-on-device-ai/ CarryAI’s Serverless Vision-Language Models Signal a New Era of On-Device AI - Jumpstart Magazine Apr 10, 2026 - At HKTDC InnoEx 2026, CarryAI Ltd is emerging as a distinctive voice in the evolving AI landscape, showcasing a fundamentally different approach to how...