A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models

Yuvraj Singh
By Yuvraj Singh | June 21, 2024 11:39 am

Author(s): Xincheng Shuai, Henghui Ding, Xingjun Ma, Rongcheng Tu, Yu-Gang Jiang, Dacheng Tao "A Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models" provides a comprehensive overview of the rapidly evolving field of multimodal-guided image editing using text-to-image diffusion models. This survey aims to bridge the gap between the advancements in text-to-image generation and their application in image editing tasks. The authors begin by introducing the concept [...]

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Disentangled Representation Learning for Environment-agnostic Speaker Recognition

Yuvraj Singh
By Yuvraj Singh | June 21, 2024 7:17 am

Author(s): KiHyun Nam, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung The paper titled "Disentangled Representation Learning for Environment-Agnostic Speaker Recognition" introduces a novel approach to speaker recognition that aims to overcome the challenges posed by varying environmental conditions. The proposed method focuses on learning disentangled representations that separate speaker-specific information from environment-related factors, enabling more robust and accurate speaker recog [...]

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Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities

Yuvraj Singh
By Yuvraj Singh | June 21, 2024 6:56 am

Author(s): Sachit Menon, Richard Zemel, Carl Vondrick "Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities" introduces a novel approach to multimodal reasoning called Whiteboard-of-Thought (WoT). This method aims to enhance the interpretability and transparency of AI systems by enabling them to perform step-by-step reasoning across different modalities, such as text, images, and sketches. WoT draws inspiration from the way humans use whiteboards to break down complex problems int [...]

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Make It Count: Text-to-Image Generation with an Accurate Number of Objects

Yuvraj Singh
By Yuvraj Singh | June 20, 2024 8:41 am

Author(s): Lital Binyamin, Yoad Tewel, Hilit Segev, Eran Hirsch, Royi Rassin, Gal Chechik "Make It Count: Text-to-Image Generation with an Accurate Number of Objects" introduces a novel approach to generating images from textual descriptions while ensuring that the generated images contain the correct number of objects specified in the text. This research addresses a significant challenge in text-to-image generation, where existing models often struggle to accurately represent the desir [...]

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VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models

Yuvraj Singh
By Yuvraj Singh | June 20, 2024 8:05 am

Author(s): Chenyu Zhou, Mengdan Zhang, Peixian Chen, Chaoyou Fu, Yunhang Shen, Xiawu Zheng, Xing Sun, Rongrong Ji "VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models" introduces a novel approach to enhancing the performance of vision-language large models (VLLMs) by learning interleaved image-text comprehension. This research addresses the challenge of effectively integrating visual and textual information in VLLMs, which is crucial for tasks such as visua [...]

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NeST: Neural Stress Tensor Tomography by leveraging 3D Photoelasticity

Yuvraj Singh
By Yuvraj Singh | June 20, 2024 7:12 am

Author(s): Akshat Dave, Tianyi Zhang, Aaron Young, Ramesh Raskar, Wolfgang Heidrich, Ashok Veeraraghavan "NeST: Neural Stress Tensor Tomography by leveraging 3D Photoelasticity" introduces a groundbreaking approach to stress tensor field reconstruction using deep learning and photoelasticity. This research addresses the challenge of accurately measuring and visualizing stress distributions in complex 3D objects, which is crucial for various engineering applications, such as product design a [...]

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Top ConvertKit Integrations for Streamlined Email Marketing

Tanya
By Tanya | June 19, 2024 11:25 am
Top ConvertKit Integrations

ConvertKit is a popular email marketing platform designed for bloggers and small businesses, offering features that simplify the process of creating and sending emails. It emphasizes automation and segmentation, making it easier for users to manage their email campaigns effectively. ConvertKit Integrations extend the functionality of the platform, allowing users to connect their favorite apps and tools. When combined with workflow automation tools, ConvertKit's integrations can simplify tasks, e [...]

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Top 5 Google Docs Integrations for your Business in 2024

Anushka
By Anushka | June 19, 2024 11:18 am

Google Docs is a widely used web based word processor, with over 1 billion active users, that lets the users import, create, edit and update online documents in various formats without the requirement of any special software. It provides a great opportunity for companies to manage their documents efficiently and to collaborate in real time on various projects as it allows shared access to the documents where multiple users can work at same time and the changes are monitored and automatically [...]

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Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation

Yuvraj Singh
By Yuvraj Singh | June 19, 2024 8:23 am

Author(s): Ning-Hsu Wang, Yu-Lun Liu "Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation" introduces a novel approach to improving the accuracy and generalization of monocular depth estimation in 360-degree images. This research addresses the challenges of limited labeled data and the unique characteristics of 360-degree images, which often hinder the performance of existing depth estimation methods. The proposed method, [...]

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Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts

Yuvraj Singh
By Yuvraj Singh | June 19, 2024 8:09 am

Author(s):Haoxiang Wang, Wei Xiong, Tengyang Xie, Han Zhao, Tong Zhang "Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts" introduces a novel approach to learning and representing human preferences in reinforcement learning (RL) systems. The primary goal of this research is to develop a more interpretable and expressive method for capturing complex and potentially conflicting preferences, which is essential for aligning AI systems with human values. T [...]

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LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging

Yuvraj Singh
By Yuvraj Singh | June 19, 2024 6:06 am

Author(s): Jinuk Kim, Marwa El Halabi, Mingi Ji, Hyun Oh Song "LayerMerge: Neural Network Depth Compression through Layer Pruning and Merging" introduces a novel approach to reducing the depth of neural networks while maintaining their performance. This method, named Layer Merge, focuses on compressing neural networks by pruning and merging layers, which can significantly reduce the computational complexity and memory requirements of deep learning models. Layer merge addresses the challeng [...]

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5 Best Unbounce Integrations for your business

Anushka
By Anushka | June 18, 2024 3:50 pm

Unbounce is a no code platform curated to assist its users to produce high conversion rate generating landing pages. It allows the users to create, edit, assess and optimize landing pages without any hassle.It ensures the ease of building and customizing landing pages according to the requirements of the user, providing a range of prebuilt templates to choose from with an easy to use drag and drop interface. Unbounce provides great features for the users to edit their landing pages along with [...]

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A Complete Guide to ChatGPT-4o

Samarpit Nasa
By Samarpit Nasa | June 18, 2024 3:26 pm

ChatGPT is a chatbot and virtual assistant developed by OpenAI that has increased in popularity in the last couple of years. OpenAI regularly updates the AI tool to ensure the platform has up-to-date functions and latest possible data. The company has released various versions of ChatGPT since it’s launch and ChatGPT 4o is its latest version. This blog explores what ChatGPT 4o actually is, how you can use it, how it differs from other ChatGPT models and more. Create an AI Chatbot Table [...]

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Top ThriveCart Integrations for Boosting Sales and Productivity

Tanya
By Tanya | June 18, 2024 3:13 pm

ThriveCart is a powerful shopping cart platform designed to help businesses maximize revenue through high-converting checkout pages, upsell funnels, and comprehensive marketing tools. It supports multiple payment processors, making it a versatile choice for various e-commerce needs. Known for its user-friendly interface, ThriveCart simplifies the process of selling products online and managing transactions efficiently. These integrations facilitate efficient data management and automate repetiti [...]

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How to Integrate ConnectWise with Jira?

Ruchi
By Ruchi | June 18, 2024 3:00 pm

ConnectWise and Jira are two powerful software tools that each bring unique capabilities to the table for businesses. ConnectWise offers an extensive managed services platform, often used by IT teams and managed service providers (MSPs) to streamline the management of their services and improve customer satisfaction. On the other hand, Jira is an issue-tracking and project management tool, commonly used in agile development environments to track bugs, manage projects, and plan releases. Both [...]

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Top Thinkific Integrations for Improved Online Course Delivery

Tanya
By Tanya | June 18, 2024 2:48 pm

Thinkific is a leading platform that enables businesses and individuals to create, market, and sell their online courses with ease. Its user-friendly interface and customizable features make it a popular choice for sharing knowledge and expertise. Thinkific Integrations expand the platform's capabilities by allowing connections with various third-party tools and services. These integrations created with workflow automation tools, can significantly simplify and optimize processes within Thinkific [...]

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Top SendGrid Integrations for Effective Email Marketing

Tanya
By Tanya | June 18, 2024 2:17 pm

SendGrid is a leading email marketing platform that empowers businesses to send transactional and marketing emails. It offers a range of features including email templates, analytics, and automation tools. With SendGrid, businesses can create engaging email campaigns, track email performance, and manage subscriber lists efficiently. By connecting SendGrid with workflow automation tools, businesses can automate repetitive tasks, such as adding new subscribers to email lists or triggering personal [...]

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Top Google Contacts Integrations for Efficient Contact Management

Tanya
By Tanya | June 18, 2024 2:15 pm

Google Contacts is a powerful contact management tool that allows users to store, organize, and manage their contacts efficiently. It offers features such as duplicate detection, customizable fields, and integration with other Google services like Gmail and Calendar. Google Contacts Integrations enable users to connect their contact lists with various third-party applications, expanding the tool's functionality and versatility. By utilizing workflow automation tools in conjunction with Google Co [...]

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Top Pendo Integrations for Maximizing User Engagement

Tanya
By Tanya | June 18, 2024 2:07 pm

Pendo is a product analytics and digital adoption platform that helps companies understand and optimize their users' experiences. It provides valuable insights into user behavior, enabling businesses to make data-driven decisions and improve their products. Pendo also offers a range of features to guide users through applications and collect feedback. Creating Pendo integrations allow businesses to connect Pendo with other tools in their technology stack. By integrating Pendo with workflow autom [...]

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Top 10 PowerPoint Alternatives for Teachers

Ruchi
By Ruchi | June 18, 2024 1:43 pm

Teachers constantly seek tools to enhance classroom delivery and engage their students effectively. Undoubtedly, PowerPoint has been a longstanding staple in the teaching toolkit, offering a straightforward way to create slide-based presentations. However, as technology advances and teaching methodologies evolve, educators are on the lookout for PowerPoint alternatives that can offer more interactivity, creativity, and flexibility in their lesson delivery. The right presentation app can trans [...]

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