AI Research, Computer Vision and ML - Artificial Intelligence Zone

Rethinking Reproducibility As the New Frontier in AI Research

Unite.AI

DECEMBER 20, 2023

In particular, the instances of irreproducible findings, such as in a review of 62 studies diagnosing COVID-19 with AI , emphasize the necessity to reevaluate practices and highlight the significance of transparency. Multiple factors contribute to the reproducibility crisis in AI research.

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Meta AI’s Two New Endeavors for Fairness in Computer Vision: Introducing License for DINOv2 and Releasing FACET

Marktechpost

SEPTEMBER 2, 2023

In the ever-evolving field of computer vision, a pressing concern is the imperative to ensure fairness. Meta AI researchers have charted a comprehensive roadmap in response to this multifaceted challenge. These disparities underscore the need to evaluate and mitigate bias in computer vision models thoroughly.

Computer Vision

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Voxel51 Open-Sources VoxelGPT: An AI Assistant That Harnesses GPT-3.5’s Power to Generate Python Code for Computer Vision Dataset Analysis

Flipboard

JUNE 22, 2023

Voxel51, a prominent innovator in data-centric computer vision and machine learning software, has recently introduced a remarkable breakthrough in the field of computer vision with the launch of VoxelGPT. VoxelGPT offers several key capabilities that streamline computer vision workflows, saving time and resources: 1.

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How Does Image Anonymization Impact Computer Vision Performance? Exploring Traditional vs. Realistic Anonymization Techniques

Marktechpost

SEPTEMBER 24, 2023

However, when training computer vision models, anonymized data can impact accuracy due to losing vital information. Researchers continuously seek methods to maintain data utility while ensuring privacy. In this work, the authors examined the effects of anonymization on computer vision models for autonomous vehicles.

Computer Vision

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This AI Paper Introduces BioCLIP: Leveraging the TreeOfLife-10M Dataset to Transform Computer Vision in Biology and Conservation

Marktechpost

DECEMBER 14, 2023

Many branches of biology, including ecology, evolutionary biology, and biodiversity, are increasingly turning to digital imagery and computer vision as research tools. The researchers have identified two main obstacles to creating a vision foundation model in biology.

Computer Vision

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Microsoft Research Introduces Florence-2: A Novel Vision Foundation Model with a Unified Prompt-based Representation for a Variety of Computer Vision and Vision-Language Tasks

Marktechpost

NOVEMBER 22, 2023

The popularity of NLP encourages a complementary strategy in computer vision. Unique obstacles arise from the necessity for broad perceptual capacities in universal representation for various vision-related activities. All credit for this research goes to the researchers of this project. Check out the Paper.

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Google DeepMind Presents MoNE: A Novel Computer Vision Framework for the Adaptive Processing of Visual Tokens by Dynamically Allocating Computational Resources to Different Tokens

Marktechpost

AUGUST 1, 2024

One of the significant challenges in AI research is the computational inefficiency in processing visual tokens in Vision Transformer (ViT) and Video Vision Transformer (ViViT) models. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.

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This AI Research Unveils ‘Kandinsky1’: A New Approach in Latent Diffusion Text-to-Image Generation with Outstanding FID Scores on COCO-30K

Marktechpost

OCTOBER 11, 2023

In recent years, computer vision and generative modeling have witnessed remarkable progress, leading to advancements in text-to-image generation. Join our AI Channel on Whatsapp. This article explores the principles, features, and capabilities of Kandinsky1, a powerful model with 3.3 We are also on WhatsApp.

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AI News Weekly - Issue #338: Marvel faces backlash over AI-generated opening credits - Jun 22nd 2023

AI Weekly

JUNE 22, 2023

What kind of plan Lenovo has for its AI systems Lenovo worked with 45 software partners to release. gizchina.com AI in Packaging Market is expected to hit US$ 6,015.6 What kind of plan Lenovo has for its AI systems Lenovo worked with 45 software partners to release. techxplore.com What Is Unsupervised Machine Learning?

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This AI Research from China Introduces 4K4D: A 4D Point Cloud Representation that Supports Hardware Rasterization and Enables Unprecedented Rendering Speed

Marktechpost

NOVEMBER 16, 2023

Dynamic view synthesis is a computer vision and graphic task attempting to reconstruct dynamic 3D scenes from captured videos and generate immersive virtual playback. All credit for this research goes to the researchers of this project. If you like our work, you will love our newsletter.

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This AI Research from Stability AI and Tripo AI Introduces TripoSR Model for Fast FeedForward 3D Generation from a Single Image

Marktechpost

MARCH 14, 2024

This, along with the availability of the pretrained model, an online interactive demo, and the source code under the MIT license, presents a significant advancement in the fields of artificial intelligence (AI), computer vision (CV), and computer graphics (CG). Million AI enthusiasts?

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AI News Weekly - Issue #341: Elon Musk unveils new AI company set to rival ChatGPT - Jul 13th 2023

AI Weekly

JULY 13, 2023

theguardian.com Sarah Silverman sues OpenAI and Meta claiming AI training infringed copyright The US comedian and author Sarah Silverman is suing the ChatGPT developer OpenAI and Mark Zuckerberg’s Meta for copyright infringement over claims that their artificial intelligence models were trained on her work without permission. AlphaGO was.

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This AI Paper from Mete Introduces Hyper-VolTran: A Novel Neural Network for Transformative 3D Reconstruction and Rendering

Marktechpost

JANUARY 3, 2024

In the swiftly evolving domain of computer vision, the breakthrough in transforming a single image into a 3D object structure is a beacon of innovation. It opens new avenues in various applications, making it a valuable tool for future innovations in computer vision and related fields. Check out the Paper.

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Google Announce the Open Source Release of Project Guideline: Revolutionizing Accessibility with On-Device Machine Learning for Independent Mobility

Marktechpost

NOVEMBER 25, 2023

Researchers have undertaken the formidable task of enhancing the independence of individuals with visual impairments through the innovative Project Guideline. Project Guideline emerges as a groundbreaking solution for computer vision accessibility technology. All credit for this research goes to the researchers of this project.

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Nota AI Researchers Introduce LD-Pruner: A Novel Performance-Preserving Structured Pruning Method for Compressing Latent Diffusion Models LDMs

Marktechpost

APRIL 23, 2024

Generative models have emerged as transformative tools across various domains, including computer vision and natural language processing, by learning data distributions and generating samples from them. Latent Diffusion Models (LDMs) stand out for their rapid generation capabilities and reduced computational cost.

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Researchers from the University of Oxford Developed a Deep Learning-Based Software for Precision Tracking of Fish Movement in Complex Environments

Marktechpost

JANUARY 3, 2024

Addressing these challenges, a UK-based research team introduced a hybrid method, merging deep learning and traditional computer vision techniques to enhance tracking accuracy for fish in complex experiments. On the other hand, traditional computer vision techniques are used in the tracking process.

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Researchers from Cornell and Tel Aviv Introduce Doppelgangers: Learning to Disambiguate Images of Similar Structures

Marktechpost

SEPTEMBER 10, 2023

In the realm of computer vision systems, a similar issue occurs. Overall, these findings highlight the potential of this approach to improve the reliability and precision of computer vision systems in tasks related to 3D reconstruction and visual disambiguation. Look at the images above. Can you tell the difference?

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Oxford Researchers Introduce Splatter Image: An Ultra-Fast AI Approach Based on Gaussian Splatting for Monocular 3D Object Reconstruction

Marktechpost

DECEMBER 26, 2023

Single-view 3D reconstruction stands at the forefront of computer vision, presenting a captivating challenge and immense potential for various applications. Overcoming this challenge has been a focal point in the realm of computer vision research, leading to innovative methodologies and advancements.

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Microsoft AI Research Introduces SIGMA: An Open-Source Research Platform to Enable Research and Innovation at the Intersection of Mixed Reality and AI

Marktechpost

MAY 7, 2024

While SIGMA’s present functionality lacks sophistication, it does serve as a foundation for future research into the convergence of mixed reality and artificial intelligence. Many research topics, particularly perception, can and have been explored using collected datasets. Also, don’t forget to follow us on Twitter.

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This AI Research Introduces AstroLLaMA: A 7B Parameter Model Fine-Tuned from LLaMA-2 Using Over 300K Astronomy Abstracts From ArXiv

Marktechpost

SEPTEMBER 15, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 30k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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This AI Research Introduces TinyGPT-V: A Parameter-Efficient MLLMs (Multimodal Large Language Models) Tailored for a Range of Real-World Vision-Language Applications

Marktechpost

JANUARY 2, 2024

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 35k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , LinkedIn Gr oup , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Apple AI Research Introduces AIM: A Collection of Vision Models Pre-Trained with an Autoregressive Objective

Marktechpost

JANUARY 19, 2024

All credit for this research goes to the researchers of this project. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Also, don’t forget to follow us on Twitter. If you like our work, you will love our newsletter.

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Columbia University Researchers Introduce Zero-1-to-3: An Artificial Intelligence Framework for Changing the Camera Viewpoint of an Object Given Just a Single RGB Image

Marktechpost

SEPTEMBER 30, 2023

In the realm of computer vision, a persistent challenge has perplexed researchers: altering an object’s camera viewpoint with just a single RGB image. However, these challenges are met with innovative solutions and methodologies, propelling the Zero-1-to-3 framework to the forefront of computer vision advancements.

Artificial Intelligence

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3D Body Models Now Have Sound: Meta AI Introduces an Artificial Intelligence Model that can Generate Accurate 3D Spatial Audio for Full Human Bodies

Marktechpost

NOVEMBER 15, 2023

The constant development of intelligent systems replicating and comprehending human behavior has led to significant advancements in the complementary fields of Computer Vision and Artificial Intelligence (AI). All credit for this research goes to the researchers of this project.

Artificial Intelligence

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Nvidia AI Research Unveils ‘Align Your Gaussians’ Approach for Expressive Text-to-4D Synthesis

Marktechpost

DECEMBER 28, 2023

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 35k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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How to Choose the Right Vision Model for Your Specific Needs: Beyond ImageNet Accuracy – A Comparative Analysis of Convolutional Neural Networks and Vision Transformer Architectures

Marktechpost

JANUARY 13, 2024

There has been a dramatic increase in the complexity of the computer vision model landscape. Many models are now at your fingertips, from the first ConvNets to the latest Vision Transformers. To fill this gap, a new study by MBZUAI and Meta AI Research investigates model characteristics beyond ImageNet correctness.

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Salesforce AI Research Propose Programmatic VLM Evaluation (PROVE): A New Benchmarking Paradigm for Evaluating VLM Responses to Open-Ended Queries

Marktechpost

OCTOBER 24, 2024

Researchers from Salesforce AI Research have proposed Programmatic VLM Evaluation (PROVE), a new benchmarking paradigm that evaluates VLM responses to open-ended visual queries. Don’t Forget to join our 55k+ ML SubReddit. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.

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This AI Research Introduces MeshGPT: A Novel Shape Generation Approach that Outputs Meshes Directly as Triangles

Marktechpost

NOVEMBER 30, 2023

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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This AI Research Unveils Alpha-CLIP: Elevating Multimodal Image Analysis with Targeted Attention and Enhanced Control”

Marktechpost

DECEMBER 9, 2023

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Google AI Research Proposes SpatialVLM: A Data Synthesis and Pre-Training Mechanism to Enhance Vision-Language Model VLM Spatial Reasoning Capabilities

Marktechpost

JANUARY 28, 2024

All credit for this research goes to the researchers of this project. Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Also, don’t forget to follow us on Twitter. If you like our work, you will love our newsletter.

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Researchers from Kyung Hee University and Nota Unveil MobileSAMv2: A Breakthrough in Efficient and Rapid Image Segmentation

Marktechpost

DECEMBER 22, 2023

Vision foundational or fundamental models are used in computer vision tasks. Researchers and developers often utilize these as starting points and adapt or enhance them to address specific challenges or optimize for particular applications. All credit for this research goes to the researchers of this project.

Computer Vision

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A New AI Research from Stanford, Cornell, and Oxford Introduces a Generative Model that Discovers Object Intrinsics from Just a Few Instances in a Single Image

Flipboard

JUNE 26, 2023

Don’t forget to join our 25k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Researchers at Stanford Present A Novel Artificial Intelligence Method that can Effectively and Efficiently Decompose Shading into a Tree-Structured Representation

Marktechpost

OCTOBER 5, 2023

In computer vision, inferring detailed object shading from a single image has long been challenging. Researchers delve into the significance of shading in computer vision and graphics, emphasizing its impact on surface appearance. All Credit For This Research Goes To the Researchers on This Project.

Artificial Intelligence

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NVIDIA AI Research Proposes Language Instructed Temporal-Localization Assistant (LITA), which Enables Accurate Temporal Localization Using Video LLMs

Marktechpost

MARCH 31, 2024

Don’t Forget to join our 39k+ ML SubReddit The post NVIDIA AI Research Proposes Language Instructed Temporal-Localization Assistant (LITA), which Enables Accurate Temporal Localization Using Video LLMs appeared first on MarkTechPost. Also, don’t forget to follow us on Twitter.

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Researchers from Johns Hopkins and UC Santa Cruz Unveil D-iGPT: A Groundbreaking Advance in Image-Based AI Learning

Marktechpost

DECEMBER 10, 2023

Autoregressive pretraining has substantially contributed to computer vision in addition to NLP. In computer vision, autoregressive pretraining was initially successful, but subsequent developments have shown a sharp paradigm change in favor of BERT-style pretraining. Check out the Paper and Github.

BERT

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Baidu AI Researchers Introduce VideoGen: A New Text-to-Video Generation Approach That Can Generate High-Definition Video With High Frame Fidelity

Marktechpost

SEPTEMBER 12, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 30k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Check out the Paper and Project.

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Meta AI Releases Nougat: A Visual Transformer Model that Performs OCR for Processing Scientific Documents into a Markup Language

Marktechpost

SEPTEMBER 4, 2023

With the growing advancements in the field of Artificial Intelligence, its sub-fields, including Natural Language Processing, Natural Language Generation, Computer Vision, etc., Optical Character Recognition (OCR) is a well-established and heavily investigated area of computer vision. Check out the Paper and Github.

Computer Vision

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This AI Research Introduces Point-Bind: A 3D Multi-Modality Model Aligning Point Clouds with 2D Image, Language, Audio, and Video

Marktechpost

SEPTEMBER 8, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 30k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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LAION AI Unveils LAION-DISCO-12M: Enabling Machine Learning Research in Foundation Models with 12 Million YouTube Audio Links and Metadata

Marktechpost

NOVEMBER 19, 2024

The machine learning community faces a significant challenge in audio and music applications: the lack of a diverse, open, and large-scale dataset that researchers can freely access for developing foundation models. It provides researchers worldwide with access to a comprehensive dataset, free from licensing fees or restricted access.

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This AI Research Introduces a Novel Vision-Language Model (‘Dolphins’) Architected to Imbibe Human-like Abilities as a Conversational Driving Assistant

Marktechpost

DECEMBER 8, 2023

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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This AI Research Proposes a Fully Automated Solution for Consistent Character Generation with the Sole Input being a Text Prompt

Marktechpost

NOVEMBER 24, 2023

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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A New AI Research from Fujitsu Improves Weakly-Supervised Action Segmentation For Human-Robot Interaction With Action-Union Learning

Marktechpost

OCTOBER 28, 2023

Also, don’t forget to join our 32k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter. We are also on WhatsApp.

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Researchers from Stanford and Salesforce AI Unveil UniControl: A Unified Diffusion Model for Advanced Control in AI Image Generation

Marktechpost

DECEMBER 14, 2023

These models are often employed in various fields, including natural language processing, computer vision, music generation, etc. Researchers at Stanford University, Northeastern University, and Salesforce AI research built UniControl. All credit for this research goes to the researchers of this project.

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NVIDIA AI Researchers Present an Artificial Intelligence Approach for Efficiently Rendering NeRF by Restricting Volumetric Rendering to a Narrow Band Around the Object

Marktechpost

NOVEMBER 21, 2023

All credit for this research goes to the researchers of this project. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Rethinking Reproducibility As the New Frontier in AI Research

Meta AI’s Two New Endeavors for Fairness in Computer Vision: Introducing License for DINOv2 and Releasing FACET

Trending Sources

Voxel51 Open-Sources VoxelGPT: An AI Assistant That Harnesses GPT-3.5’s Power to Generate Python Code for Computer Vision Dataset Analysis

How Does Image Anonymization Impact Computer Vision Performance? Exploring Traditional vs. Realistic Anonymization Techniques

This AI Paper Introduces BioCLIP: Leveraging the TreeOfLife-10M Dataset to Transform Computer Vision in Biology and Conservation

Microsoft Research Introduces Florence-2: A Novel Vision Foundation Model with a Unified Prompt-based Representation for a Variety of Computer Vision and Vision-Language Tasks

Google DeepMind Presents MoNE: A Novel Computer Vision Framework for the Adaptive Processing of Visual Tokens by Dynamically Allocating Computational Resources to Different Tokens

This AI Research Unveils ‘Kandinsky1’: A New Approach in Latent Diffusion Text-to-Image Generation with Outstanding FID Scores on COCO-30K

AI News Weekly - Issue #338: Marvel faces backlash over AI-generated opening credits - Jun 22nd 2023

This AI Research from China Introduces 4K4D: A 4D Point Cloud Representation that Supports Hardware Rasterization and Enables Unprecedented Rendering Speed

This AI Research from Stability AI and Tripo AI Introduces TripoSR Model for Fast FeedForward 3D Generation from a Single Image

AI News Weekly - Issue #341: Elon Musk unveils new AI company set to rival ChatGPT - Jul 13th 2023

This AI Paper from Mete Introduces Hyper-VolTran: A Novel Neural Network for Transformative 3D Reconstruction and Rendering

Google Announce the Open Source Release of Project Guideline: Revolutionizing Accessibility with On-Device Machine Learning for Independent Mobility

Nota AI Researchers Introduce LD-Pruner: A Novel Performance-Preserving Structured Pruning Method for Compressing Latent Diffusion Models LDMs

Researchers from the University of Oxford Developed a Deep Learning-Based Software for Precision Tracking of Fish Movement in Complex Environments

Researchers from Cornell and Tel Aviv Introduce Doppelgangers: Learning to Disambiguate Images of Similar Structures

Oxford Researchers Introduce Splatter Image: An Ultra-Fast AI Approach Based on Gaussian Splatting for Monocular 3D Object Reconstruction

Microsoft AI Research Introduces SIGMA: An Open-Source Research Platform to Enable Research and Innovation at the Intersection of Mixed Reality and AI

This AI Research Introduces AstroLLaMA: A 7B Parameter Model Fine-Tuned from LLaMA-2 Using Over 300K Astronomy Abstracts From ArXiv

This AI Research Introduces TinyGPT-V: A Parameter-Efficient MLLMs (Multimodal Large Language Models) Tailored for a Range of Real-World Vision-Language Applications

Apple AI Research Introduces AIM: A Collection of Vision Models Pre-Trained with an Autoregressive Objective

Columbia University Researchers Introduce Zero-1-to-3: An Artificial Intelligence Framework for Changing the Camera Viewpoint of an Object Given Just a Single RGB Image

3D Body Models Now Have Sound: Meta AI Introduces an Artificial Intelligence Model that can Generate Accurate 3D Spatial Audio for Full Human Bodies

Nvidia AI Research Unveils ‘Align Your Gaussians’ Approach for Expressive Text-to-4D Synthesis

How to Choose the Right Vision Model for Your Specific Needs: Beyond ImageNet Accuracy – A Comparative Analysis of Convolutional Neural Networks and Vision Transformer Architectures

Salesforce AI Research Propose Programmatic VLM Evaluation (PROVE): A New Benchmarking Paradigm for Evaluating VLM Responses to Open-Ended Queries

This AI Research Introduces MeshGPT: A Novel Shape Generation Approach that Outputs Meshes Directly as Triangles

This AI Research Unveils Alpha-CLIP: Elevating Multimodal Image Analysis with Targeted Attention and Enhanced Control”

Google AI Research Proposes SpatialVLM: A Data Synthesis and Pre-Training Mechanism to Enhance Vision-Language Model VLM Spatial Reasoning Capabilities

Researchers from Kyung Hee University and Nota Unveil MobileSAMv2: A Breakthrough in Efficient and Rapid Image Segmentation

A New AI Research from Stanford, Cornell, and Oxford Introduces a Generative Model that Discovers Object Intrinsics from Just a Few Instances in a Single Image

Researchers at Stanford Present A Novel Artificial Intelligence Method that can Effectively and Efficiently Decompose Shading into a Tree-Structured Representation

NVIDIA AI Research Proposes Language Instructed Temporal-Localization Assistant (LITA), which Enables Accurate Temporal Localization Using Video LLMs

Researchers from Johns Hopkins and UC Santa Cruz Unveil D-iGPT: A Groundbreaking Advance in Image-Based AI Learning

Baidu AI Researchers Introduce VideoGen: A New Text-to-Video Generation Approach That Can Generate High-Definition Video With High Frame Fidelity

Meta AI Releases Nougat: A Visual Transformer Model that Performs OCR for Processing Scientific Documents into a Markup Language

This AI Research Introduces Point-Bind: A 3D Multi-Modality Model Aligning Point Clouds with 2D Image, Language, Audio, and Video

LAION AI Unveils LAION-DISCO-12M: Enabling Machine Learning Research in Foundation Models with 12 Million YouTube Audio Links and Metadata

This AI Research Introduces a Novel Vision-Language Model (‘Dolphins’) Architected to Imbibe Human-like Abilities as a Conversational Driving Assistant

This AI Research Proposes a Fully Automated Solution for Consistent Character Generation with the Sole Input being a Text Prompt

A New AI Research from Fujitsu Improves Weakly-Supervised Action Segmentation For Human-Robot Interaction With Action-Union Learning

Researchers from Stanford and Salesforce AI Unveil UniControl: A Unified Diffusion Model for Advanced Control in AI Image Generation

NVIDIA AI Researchers Present an Artificial Intelligence Approach for Efficiently Rendering NeRF by Restricting Volumetric Rendering to a Narrow Band Around the Object

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