The llama 3 herd of models
Modern artificial intelligence (AI) systems are powered by foundation models. This paper
presents a new set of foundation models, called Llama 3. It is a herd of language models …
presents a new set of foundation models, called Llama 3. It is a herd of language models …
Benchmark evaluations, applications, and challenges of large vision language models: A survey
Multimodal Vision Language Models (VLMs) have emerged as a transformative technology
at the intersection of computer vision and natural language processing, enabling machines …
at the intersection of computer vision and natural language processing, enabling machines …
Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey
Building on the foundations of language modeling in natural language processing, Next
Token Prediction (NTP) has evolved into a versatile training objective for machine learning …
Token Prediction (NTP) has evolved into a versatile training objective for machine learning …
Unibench: Visual reasoning requires rethinking vision-language beyond scaling
Significant research efforts have been made to scale and improve vision-language model
(VLM) training approaches. Yet, with an ever-growing number of benchmarks, researchers …
(VLM) training approaches. Yet, with an ever-growing number of benchmarks, researchers …
Ai safety in generative ai large language models: A survey
Large Language Model (LLMs) such as ChatGPT that exhibit generative AI capabilities are
facing accelerated adoption and innovation. The increased presence of Generative AI (GAI) …
facing accelerated adoption and innovation. The increased presence of Generative AI (GAI) …
Vision language model for interpretable and fine-grained detection of safety compliance in diverse workplaces
Workplace accidents due to personal protective equipment (PPE) non-compliance raise
serious safety concerns and lead to legal liabilities, financial penalties, and reputational …
serious safety concerns and lead to legal liabilities, financial penalties, and reputational …
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?
Recently, newly developed Vision-Language Models (VLMs), such as OpenAI's GPT-4o,
have emerged, seemingly demonstrating advanced reasoning capabilities across text and …
have emerged, seemingly demonstrating advanced reasoning capabilities across text and …
FOCUS -- Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics
Effective training of large Vision-Language Models (VLMs) on resource-constrained client
devices in Federated Learning (FL) requires the usage of parameter-efficient fine-tuning …
devices in Federated Learning (FL) requires the usage of parameter-efficient fine-tuning …
Evaluation and comparison of visual language models for transportation engineering problems
S Prajapati, T Singh, C Hegde… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent developments in vision language models (VLM) have shown great potential for
diverse applications related to image understanding. In this study, we have explored state-of …
diverse applications related to image understanding. In this study, we have explored state-of …
Omnixr: Evaluating omni-modality language models on reasoning across modalities
We introduce OmnixR, an evaluation suite designed to benchmark SoTA Omni-modality
Language Models, such as GPT-4o and Gemini. Evaluating OLMs, which integrate multiple …
Language Models, such as GPT-4o and Gemini. Evaluating OLMs, which integrate multiple …