Thoma Huynh

Innovation in Synthetic Data Generation: Building Foundation Models for Specific Languages

Synthetic data, artificially generated to mimic real data, plays a crucial role in various applications, including machine learning, data analysis, testing, and privacy protection. In Natural Language Processing (NLP), synthetic data proves invaluable for enhancing training sets, particularly in low-resource…

How Single-View 3D Reconstruction Works?

Traditionally, models for single-view object reconstruction built on convolutional neural networks have shown remarkable performance in reconstruction tasks. In recent years, single-view 3D reconstruction has emerged as a popular research topic in the AI community. Irrespective of the specific methodology…

Future-Ready Enterprises: The Crucial Role of Large Vision Models (LVMs)

What are Large Vision Models (LVMs) Over the last few decades, the field of Artificial Intelligence (AI) has experienced rapid growth, resulting in significant changes to various aspects of human society and business operations. AI has proven to be useful…

PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU

Due to their exceptional content creation capabilities, Generative Large Language Models are now at the forefront of the AI revolution, with ongoing efforts to enhance their generative abilities. However, despite rapid advancements, these models require substantial computational power and resources….

AI-Powered Development: Locofy.ai’s Answer to the Global Tech Challenge

In 2024, as the tech industry grapples with a critical shortage of software developers, Locofy.ai, a visionary company based in Singapore, emerges as a game-changer in the realm of frontend development. Founded in 2021 by Honey Mittal and Sohaib Muhammad,…

Ferret: Refer and Ground at Any Granularity

Enabling spatial understanding in vision-language learning models remains a core research challenge. This understanding underpins two crucial capabilities: grounding and referring. Referring enables the model to accurately interpret the semantics of specific regions, while grounding involves using semantic descriptions to…

Unpacking Yolov8: Ultralytics’ Viral Computer Vision Masterpiece

Up until now, object detection in images using computer vision models faced a major roadblock of a few seconds of lag due to processing time. This delay hindered practical adoption in use cases like autonomous driving. However, the YOLOv8 computer…

Mind2Web AI Agent Expands Accessibility to Internet

In an era where the internet is intricately woven into the fabric of daily life, digital accessibility has taken a significant leap forward. Researchers at The Ohio State University are at the forefront of this endeavor, developing an artificial intelligence…

Splatter Image: Ultra-Fast Single-View 3D Reconstruction

Single-view 3D object reconstruction with convolutional networks have demonstrated remarkable capabilities. Single-view 3D reconstruction models generate the 3D model of any object using a single image as the reference, making it one of the hottest topics of research in computer…

The Plagiarism Problem: How Generative AI Models Reproduce Copyrighted Content

The rapid advances in generative AI have sparked excitement about the technology’s creative potential. Yet these powerful models also pose concerning risks around reproducing copyrighted or plagiarized content without proper attribution. How Neural Networks Absorb Training Data Modern AI systems…

AI Acquisitions: Who’s Leading the Charge and Why?

Artificial Intelligence (AI) has a significant impact on various sectors like healthcare, finance, education, and entertainment. This technology is reshaping business operations, demonstrating its undeniable potential to transform various industries. However, developing AI solutions is not without its challenges. It…

Unveiling of Large Multimodal Models: Shaping the Landscape of Language Models in 2024

As we experience the world, our senses (vision, sounds, smells) provide a diverse array of information, and we express ourselves using different communication methods, such as facial expressions and gestures. These senses and communication methods are collectively called modalities, representing…

Midjourney Plans to Introduce a Text-to-Video Model

In a significant evolution within the AI content creation landscape, Midjourney, a name synonymous with innovative image generation, is now setting its sights on the realm of video. This strategic shift marks a pivotal moment for the company, renowned for…

StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation

Due to its vast potential and commercialization opportunities, particularly in gaming, broadcasting, and video streaming, the Metaverse is currently one of the fastest-growing technologies. Modern Metaverse applications utilize AI frameworks, including computer vision and diffusion models, to enhance their realism….

ChatGPT Meets Its Match: The Rise of Anthropic Claude Language Model

Over the past year, generative AI has exploded in popularity, thanks largely to OpenAI’s release of ChatGPT in November 2022. ChatGPT is an impressively capable conversational AI system that can understand natural language prompts and generate thoughtful, human-like responses on…

What is Retrieval Augmented Generation?

Large Language Models (LLMs) have contributed to advancing the domain of natural language processing (NLP), yet an existing gap persists in contextual understanding. LLMs can sometimes produce inaccurate or unreliable responses, a phenomenon known as “hallucinations.”  For instance, with ChatGPT,…

Self-Attention Guidance: Improving Sample Quality of Diffusion Models

Denoising Diffusion Models are generative AI frameworks that synthesize images from noise through an iterative denoising process. They are celebrated for their exceptional image generation capabilities and diversity, largely attributed to text- or class-conditional guidance methods, including classifier guidance and…

Social Impact of Generative AI: Benefits and Threats

Today, Generative AI is wielding transformative power across various aspects of society. Its influence extends from information technology and healthcare to retail and the arts, permeating into our daily lives.  As per eMarketer, Generative AI shows early adoption with a…

Rising Impact of Small Language Models

Motivations for Adopting Small Language Models The growing interest in small language models (SLMs) is driven by several key factors, primarily efficiency, cost, and customizability. These aspects position SLMs as attractive alternatives to their larger counterparts in various applications. Efficiency:…

MagicDance: Realistic Human Dance Video Generation

Computer vision is one of the most discussed fields in the AI industry, thanks to its potential applications across a wide range of real-time tasks. In recent years, computer vision frameworks have advanced rapidly, with modern models now capable of…

Apple’s Leap into the AI Frontier: Navigating the MLX Framework and Its Impact on Next-Gen MacBook AI Experiences

The realm of artificial intelligence is currently experiencing a significant transformation, driven by the widespread integration and accessibility of generative AI within open-source ecosystems. This transformative wave not only enhances productivity and efficiency but also fosters innovation, providing a vital…

Generative Everything: An Exploration of Breakthroughs in 2023, Impacts, and Future Insights Across Industries with AI

Generative AI is an evolving field that has experienced significant growth and progress in 2023. By utilizing machine learning algorithms, it produces new content, including images, text, and audio, that resembles existing data. Generative AI has tremendous potential to revolutionize…

DiffSeg : Unsupervised Zero-Shot Segmentation using Stable Diffusion

One of the core challenges in computer vision-based models is the generation of high-quality segmentation masks. Recent advancements in large-scale supervised training have enabled zero-shot segmentation across various image styles. Additionally, unsupervised training has simplified segmentation without the need for…

Anthropic Sets New Legal Standards in Generative AI

In a significant development within the generative AI landscape, Anthropic, a rising star in AI technology, has updated its terms and conditions to offer robust legal protection for its commercial clients. This move comes amid swirling rumors of a massive…

AI News

Concept Sliders: Precise Control in Diffusion Models with LoRA Adaptors

Thanks to their capabilities, text-to-image diffusion models have become immensely popular in the artistic community. However, current models, including state-of-the-art frameworks, often struggle to maintain control over the visual concepts and attributes in the generated images, leading to unsatisfactory outputs….

Why Microsoft’s Orca-2 AI Model Marks a Significant Stride in Sustainable AI?

Despite the notable advancements made by artificial intelligence in the last decade, which include defeating human champions in strategic games like Chess and GO and predicting the 3D structure of proteins, the widespread adoption of large language models (LLMs) signifies…

New Study Unveils Hidden Vulnerabilities in AI

In the rapidly evolving landscape of AI, the promise of transformative changes spans across a myriad of fields, from the revolutionary prospects of autonomous vehicles reshaping transportation to the sophisticated use of AI in interpreting complex medical images. The advancement…

The Hidden Influence of Data Contamination on Large Language Models

Data contamination in Large Language Models (LLMs) is a significant concern that can impact their performance on various tasks. It refers to the presence of test data from downstream tasks in the training data of LLMs. Addressing data contamination is…

AI News

LucidDreamer: High-Fidelity Text-to-3D Generation via Interval Score Matching

The recent advancements in text-to-3D generative AI frameworks have marked a significant milestone in generative models. They pave the way for new possibilities in creating 3D assets across numerous real-world scenarios. Digital 3D assets now hold an indispensable place in…

Mistral AI’s Latest Mixture of Experts (MoE) 8x7B Model

Mistral AI which is a Paris-based open-source model startup has challenged norms by releasing its latest large language model (LLM), MoE 8x7B, through a simple torrent link. This contrasts Google’s traditional approach with their Gemini release, sparking conversations and excitement…

Highlights and Contributions From NeurIPS 2023

The Neural Information Processing Systems conference, NeurIPS 2023, stands as a pinnacle of scholarly pursuit and innovation. This premier event, revered in the AI research community, has once again brought together the brightest minds to push the boundaries of knowledge…

Mamba: Redefining Sequence Modeling and Outforming Transformers Architecture

Key features of Mamba include: Selective SSMs: These allow Mamba to filter irrelevant information and focus on relevant data, enhancing its handling of sequences. This selectivity is crucial for efficient content-based reasoning. Hardware-aware Algorithm: Mamba uses a parallel algorithm that’s…

AI News

HierSpeech++ : Hierarchical Variational Inference for Zero-shot Speech Synthesis

The recent developments and the progress in the capabilities of large language models have played a crucial role in the advancements of LLM-based frameworks for audio generation and speech synthesis tasks especially in the zero-shot setting. Traditional speech synthesis frameworks…

Revolutionizing Physical Skills: AI Robot Surpasses Human Ability in Labyrinth Marble Game

In a groundbreaking development, researchers at ETH Zurich have made a significant leap in artificial intelligence, demonstrating that AI can now outperform humans in tasks requiring physical skills. This breakthrough was showcased through their AI robot, CyberRunner, which mastered the…

Rethinking Reproducibility As the New Frontier in AI Research

Reproducibility, integral to reliable research, ensures consistent outcomes through experiment replication. In the domain of Artificial Intelligence (AI), where algorithms and models play a significant role, reproducibility becomes paramount. Its role in promoting transparency and trust among the scientific community…

Exploring Google DeepMind’s New Gemini: What’s the Buzz All About?

In the world of Artificial Intelligence (AI), Google DeepMind’s recent creation, Gemini, is generating a buzz. This innovative development aims to tackle the intricate challenge of replicating human perception, particularly its ability to integrate various sensory inputs. Human perception, inherently…

Midjourney’s V6 Brings New Era of AI Image Generation

Midjourney’s V6, the latest iteration of the esteemed AI image generation tool, has just been released as an alpha release, marking a significant milestone in the realm of artificial intelligence and digital creativity. This new version arrives as a much-anticipated…

Understanding Semantic Layers in Big Data

In the realm of big data, the ability to efficiently manage, interpret, and leverage vast amounts of diverse information is crucial. This is where the concept of a semantic layer comes into play, serving as a vital component in the…

AI System Coscientist Makes Groundbreaking Leap in Chemical Research

In a pioneering advance that blurs the line between artificial intelligence and scientific ingenuity, an AI-driven system named “Coscientist” has achieved a remarkable feat in the field of chemistry. Developed by a team at Carnegie Mellon University, this AI system…

The Role of Robot AI in Everyday Life: A Glimpse into 2050

The year is 2050, and the once-distant future of Robot AI in our daily lives has become our reality. The integration of these intelligent machines has ushered in a new era, where the boundaries between science fiction and everyday existence…

Places

Review Best Pet Hotel Tampa (TyVy Pet Hotel, Bay Paws Pet Resort, PetSuites, Bayshore,… )

TyVy Pet Hotel Discover the ultimate haven for your beloved pets at TyVy’s, where we offer a wide range of services to cater to their every need. Whether it’s dog and cat boarding, daycare, a salon, or a spa, TyVy’s…

Places

Review The Local Draught House

While I don’t consider myself to be in the category of the “elderly” – I do have this habit of joking with door personnel who insist on checking my identification by informing them that I’m halfway to 70. However, the…

Places

Crowne Plaza Hotel Secaucus Meadowlands

Nestled amidst the bustling cityscape of Secaucus, New Jersey, the Clarion Hotel Empire Meadowlands Hotel offers a range of accommodation options, including rooms with one or two beds, complete with a dedicated workspace. This hotel, boasting panoramic views of both…

Places

Waterford House (House of Waterford)

Established since 1783, Waterford persists as a pioneer in the creation of exquisitely fashioned and impeccably manufactured crystal masterpieces. The House of Waterford stands as the premier boutique of Waterford, epitomizing the brand’s fundamental principles of artistry, granting guests the…

Places

Reserve Casino Hotel

The Reserve was a 224-room African-themed hotel and casino located on 777 West Lake Mead Parkway in Henderson, Nevada. Owned by Gem Gaming, the hotel and casino opened on February 18, 1998 and temporarily closed in 2001 to become Fiesta…