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Can Google’s Gemini Rival OpenAI’s GPT-4V in Visual Understanding?: This Paper Explores the Battle of Titans in Multi-modal AI

The development of Multi-modal Large Language Models (MLLMs) represents a groundbreaking shift in the fast-paced field of artificial intelligence. These advanced models, which integrate the robust capabilities of Large Language Models (LLMs) with enhanced sensory inputs such as visual data, are redefining the boundaries of machine learning and AI. The surge of interest in MLLMs,…

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This Paper Explores Efficient Predictive Control with Sparsified Deep Neural Networks

Robotics is currently exploring how to enhance complex control tasks, such as manipulating objects or handling deformable materials. This research niche is crucial as it promises to bridge the gap between current robotic capabilities and the nuanced dexterity found in human actions. A central challenge in this area is developing models that can accurately indicate…

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Illuminating Insights: GPT Extracts Meaning from Charts and Tables | by Ilia Teimouri | Dec, 2023

Using GPT Vision to interpret and aggregate image data. Photo by David Travis on Unsplash.Integrating visual inputs like images alongside text and speech into large language models (LLMs) is considered an important new direction in AI research by many experts in the field. By augmenting these models to handle multiple modes of data beyond just…

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AI in Healthcare Claims Processing: The Complete Guide

In the intricate web of the healthcare ecosystem, claims processing stands as a critical juncture where the efficiency and accuracy of operations profoundly impact patient care, provider satisfaction, and overall system performance. Traditionally, this process has been plagued by manual errors, time-consuming verifications, and a plethora of administrative challenges, prompting the healthcare industry to seek…

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This AI Paper Introduces InstructVideo: A Novel AI Approach to Enhance Text-to-Video Diffusion Models Using Human Feedback and Efficient Fine-Tuning Techniques

Diffusion models have become the prevailing approach for generating videos. Yet, their dependence on large-scale web data, which varies in quality, frequently leads to outcomes lacking visual appeal and not aligning well with the provided textual prompts. Despite advancements in recent times, there is still room for enhancing the visual quality of generated videos. One…

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Soft Skills Is What Sets You Apart in Your Data Science Interviews | by Tessa Xie | Dec, 2023

Photo by Jason Goodman on UnsplashHow to up-level your structured problem solving skills and communication skills So you have brushed up on ML concepts, practiced Python and SQL for months, you think you are done with interview prep. But you might be missing the most important and hardest-to-prepare-for part of the interview — problem-solving skills.…

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