A breakdown of training AI models using methods inspired by child learning.
Badr AlKhamissi, Yingtian Tang, Abdülkadir Gökce
― 8 min read
Computer Science - Computer Vision and Pattern Recognition
RSSImproving predictions through diverse data sources and advanced uncertainty estimation.
an Zhang, Ming Li, Chun Li
― 7 min read
This article explores the role of perceptual metrics in music genre classification.
Tashi Namgyal, Alexander Hepburn, Raul Santos-Rodriguez
― 4 min read
This article discusses the benefits of using PT-PEFT for smart machine learning models.
Donghoon Kim, Gusang Lee, Kyuhong Shim
― 7 min read
This system helps analyze basketball games by linking videos to key statistics.
Levi Harris
― 6 min read
This article discusses how models improve their reasoning through self-training and learning from mistakes.
Kanzhi Cheng, Yantao Li, Fangzhi Xu
― 6 min read
Examining the role of guidance in shaping data generation through diffusion models.
Muthu Chidambaram, Khashayar Gatmiry, Sitan Chen
― 6 min read
A new model improves predictions for endoscopic pituitary surgery durations.
Anjana Wijekoon, Adrito Das, Roxana R. Herrera
― 5 min read
This article compares U-Net and transformer-based models for microscopy image segmentation.
Illia Tsiporenko, Pavel Chizhov, Dmytro Fishman
― 6 min read
TUMSyn generates MRI images using existing scans and text prompts to aid diagnoses.
Yulin Wang, Honglin Xiong, Kaicong Sun
― 6 min read
A new strategy combines generative and discriminative training in Vision-Language Models.
Wei Chow, Juncheng Li, Qifan Yu
― 5 min read
RadFlag helps ensure AI-generated medical reports are accurate and trustworthy.
Serena Zhang, Sraavya Sambara, Oishi Banerjee
― 6 min read
A new method improves computer model efficiency while maintaining performance.
David A. Danhofer
― 6 min read
RL2 offers a reliable way to assess medical image quality with fewer resources.
Pranav Jeevan, Neeraj Nixon, Abhijeet Patil
― 5 min read
A study reveals challenges AI faces in interpreting shapes through TurtleBench.
Sina Rismanchian, Yasaman Razeghi, Sameer Singh
― 6 min read
Research examines how VLMs interpret and understand charts compared to human abilities.
Grace Guo, Jenna Jiayi Kang, Raj Sanjay Shah
― 5 min read
New transformer models enhance evaluation in computer vision tasks.
Maxwell Meyer, Jack Spruyt
― 5 min read
Learn how transformers process data and adapt to new tasks.
Lorenzo Basile, Valentino Maiorca, Luca Bortolussi
― 6 min read
A new approach to improve satellite image recognition while managing costs.
Shreelekha Revankar, Cheng Perng Phoo, Utkarsh Mall
― 7 min read
Exploring the challenges and solutions in lensless imaging techniques.
Eric Bezzam, Stefan Peters, Martin Vetterli
― 5 min read
A new approach integrates lecture videos and slides for better student engagement.
Katharina Anderer, Andreas Reich, Matthias Wölfel
― 6 min read
SeafloorAI provides essential sonar data for studying the ocean floor.
Kien X. Nguyen, Fengchun Qiao, Arthur Trembanis
― 7 min read
A new dataset and models speed up search and rescue after floods.
Ibne Hassan, Aman Mujahid, Abdullah Al Hasib
― 7 min read
Research unveils an automated system to track parking times.
Marcelo Eduardo Marques Ribas, Heloisa Benedet Mendes, Luiz Eduardo Soares de Oliveira
― 5 min read
Study investigates lossy compression effects on deep learning in medical image segmentation.
Anvar Kurmukov, Bogdan Zavolovich, Aleksandra Dalechina
― 6 min read
PathoGen-X combines imaging and genomic data for better cancer survival predictions.
Akhila Krishna, Nikhil Cherian Kurian, Abhijeet Patil
― 6 min read
A new method transforms point clouds for improved data efficiency.
Nursena Köprücü, Destiny Okpekpe, Antonio Orvieto
― 8 min read
New methods enhance image quality using limited data in novel view synthesis.
Chen Zhao, Xuan Wang, Tong Zhang
― 7 min read
A groundbreaking dataset for studying muscle activation in human movement.
David Schneider, Simon Reiß, Marco Kugler
― 9 min read
A new method enhances detection accuracy in medical imaging.
Tingting Yang, Liang Xiao, Yizhe Zhang
― 5 min read
This article discusses a new method for combining LiDAR and camera data.
Yichen Xie, Chenfeng Xu, Chensheng Peng
― 8 min read
LoCAL simplifies the way we interact with lengthy documents.
Jian Chen, Ruiyi Zhang, Yufan Zhou
― 5 min read
MultiDepth enhances depth estimation, making machines smarter in their environments.
Sanghyun Byun, Jacob Song, Woo Seong Chung
― 5 min read
Discover how deep learning enhances nanoparticle imaging and analysis.
Hanlei Zhang, Jincheng Bai, Xiabo Chen
― 4 min read
A new method enhances image recognition where data is scarce.
Nicola Dall'Asen, Yiming Wang, Enrico Fini
― 6 min read
Cell shapes provide crucial insights into health and disease classification.
Valentina Vadori, Antonella Peruffo, Jean-Marie Graïc
― 5 min read
Researchers improve Large Multimodal Models for better visual understanding.
Liang Mi, Weijun Wang, Wenming Tu
― 6 min read
This approach helps AI systems learn better without needing human labels.
Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh
― 7 min read
TaxaBind combines various data types to support species classification and conservation efforts.
Srikumar Sastry, Subash Khanal, Aayush Dhakal
― 6 min read
Researchers utilize video technology to enhance cow health evaluations and milk quality.
Minghao Wang, Pinxue Lin
― 5 min read