Machine Learning

Computer Vision and Pattern Recognition Strength Testing for Vision-Language Models

MVTamperBench evaluates VLMs against video tampering techniques for improved reliability.

Amit Agarwal, Srikant Panda, Angeline Charles

2025-01-23T08:26:15+00:00 ― 5 min read

Optimization and Control Mastering Optimization: Gradient Descent Uncovered

Explore gradient descent and its variations for effective optimization.

Filip Nikolovski, Irena Stojkovska, Katerina Hadzi-Velkova Saneva

2025-01-23T03:51:30+00:00 ― 7 min read

Machine Learning Strengthening AI Against Adversarial Attacks

A new method enhances AI's defense against tricky adversarial attacks.

Longwei Wang, Navid Nayyem, Abdullah Rakin

2025-01-23T03:37:21+00:00 ― 8 min read

Artificial Intelligence Evaluating AI's Understanding of Intentions

Researchers examine how AI models predict and adapt to behavior.

Matthew Riemer, Zahra Ashktorab, Djallel Bouneffouf

2025-01-23T02:01:03+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancements in Vision-Language Tracking

A new approach improves how computers track objects using visuals and text.

X. Feng, D. Zhang, S. Hu

2025-01-22T19:35:51+00:00 ― 5 min read

Machine Learning Strengthening AI Against Clever Attacks

Adversarial training improves AI's defense against deceptive attacks using the SDI measure.

Olukorede Fakorede, Modeste Atsague, Jin Tian

2025-01-22T19:09:35+00:00 ― 6 min read

Hardware Architecture DRAM-PIM: A New Way to Process Data

Discover how DRAM-PIM and IMTP are changing data processing for faster computing.

Yongwon Shin, Dookyung Kang, Hyojin Sung

2025-01-22T18:47:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Computer Vision with Small Kernels

Small kernels boost efficiency in computer vision while saving resources.

Mingshu Zhao, Yi Luo, Yong Ouyang

2025-01-22T17:59:33+00:00 ― 7 min read

Machine Learning GradNormLoRP: A Game Changer in AI Training

Discover how GradNormLoRP makes fine-tuning large models easier and more efficient.

Jia-Hong Huang, Yixian Shen, Hongyi Zhu

2025-01-22T17:11:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition Mastering Fine-Grained Image Classification

Understand the challenges and tools for accurate image classification.

Duy M. Le, Bao Q. Bui, Anh Tran

2025-01-22T15:35:06+00:00 ― 6 min read

Machine Learning Mastering Time Series Forecasting with RS3GP

Learn how RS3GP revolutionizes predictions with smart mechanisms.

Csaba Tóth, Masaki Adachi, Michael A. Osborne

2025-01-22T14:04:24+00:00 ― 6 min read

Machine Learning The Future of Forgetting in AI

How machine unlearning helps protect personal data in AI systems.

Omar M. Safa, Mahmoud M. Abdelaziz, Mustafa Eltawy

2025-01-22T13:10:39+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Video Analysis with Label Denoising

A new method improves video parsing by cleaning audio-visual labels for better accuracy.

Yongbiao Gao, Xiangcheng Sun, Guohua Lv

2025-01-22T09:58:03+00:00 ― 7 min read

Artificial Intelligence Teaching Robots to Follow Human Instructions

Learn how robots can improve by following human commands and adapting to mistakes.

Yuxiao Yang, Shenao Zhang, Zhihan Liu

2025-01-22T09:09:54+00:00 ― 7 min read

General Relativity and Quantum Cosmology New Method Detects Gravitational Waves

A fresh approach to finding hidden gravitational waves using advanced machine learning.

Ryan Raikman, Eric A. Moreno, Katya Govorkova

2025-01-22T09:01:42+00:00 ― 6 min read

Machine Learning Deep ReLU Networks: The Key to AI Learning

Discover how deep ReLU networks learn and why injectivity matters.

Mihailo Stojnic

2025-01-22T08:59:13+00:00 ― 7 min read

Computer Vision and Pattern Recognition Groundbreaking Insights on Human-Object Interactions

New research benchmarks improve understanding of everyday interactions through videos.

Xiaoyang Liu, Boran Wen, Xinpeng Liu

2025-01-22T08:21:45+00:00 ― 6 min read

High Energy Physics - Theory Unlocking the Secrets of Ricci-Flat Metrics

Discover how machine learning aids in understanding complex geometrical shapes.

Viktor Mirjanić, Challenger Mishra

2025-01-22T08:13:56+00:00 ― 6 min read

High Energy Physics - Phenomenology Revolutionizing Physics Research with DLScanner

DLScanner offers a new way to search complex parameter spaces in physics efficiently.

A. Hammad, Raymundo Ramos

2025-01-22T07:26:10+00:00 ― 6 min read

Computer Vision and Pattern Recognition EchoSpot: A New Age in Text Spotting

EchoSpot revolutionizes how we find and read text in images.

Jing Li, Bo Wang

2025-01-22T05:57:18+00:00 ― 6 min read

Applications Fairness in Healthcare Modeling: The FAIR Framework

A new approach to healthcare modeling that prioritizes fairness and accurate patient care.

Daniel Smolyak, Courtney Paulson, Margrét V. Bjarnadóttir

2025-01-21T22:48:51+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Human Activity Recognition with Smart Algorithms

New methods enhance machine understanding of human activities through advanced techniques.

Junyao Wang, Mohammad Abdullah Al Faruque

2025-01-21T22:43:57+00:00 ― 5 min read

Computer Vision and Pattern Recognition Ensuring AI Image Recognition Accuracy

Discover the importance of model assurance for AI image classifiers.

Dang Nguyen, Sunil Gupta

2025-01-21T21:55:48+00:00 ― 8 min read

Machine Learning Federated Learning: Collaborating Without Sharing Data

Federated learning enhances machine learning while keeping data private.

Muhammad Irfan Khan, Elina Kontio, Suleiman A. Khan

2025-01-21T19:31:21+00:00 ― 9 min read

Robotics Revolutionizing Robot Navigation with ViDEN Framework

A new framework enhances robot movement in complex environments.

Nimrod Curtis, Osher Azulay, Avishai Sintov

2025-01-21T16:18:45+00:00 ― 7 min read

Machine Learning Revolutionizing Data Processing with Memristive Models

New models combine state-space techniques with memristive devices for efficient computing.

Sebastian Siegel, Ming-Jay Yang, John-Paul Strachan

2025-01-21T14:42:27+00:00 ― 4 min read

Machine Learning Optimizing AI: The Future of Neural Networks

Learn how optimization layers are enhancing AI learning and decision-making.

Calder Katyal

2025-01-21T14:33:50+00:00 ― 6 min read

Machine Learning Federated Unlearning: The Future of Data Privacy

Learn how federated unlearning can protect your data privacy.

Zibin Pan, Zhichao Wang, Chi Li

2025-01-21T13:54:18+00:00 ― 5 min read

Machine Learning Ensuring Fairness in Credit Scoring Systems

A look into making credit scoring fairer for all.

Huyen Giang Thi Thu, Thang Viet Doan, Tai Le Quy

2025-01-21T12:38:29+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancing Medical Image Classification: New Insights

A fresh approach to improve medical image classification using transferability metrics.

Dovile Juodelyte, Enzo Ferrante, Yucheng Lu

2025-01-21T11:29:51+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advances in Few-Shot Image Classification

Learn how computers can recognize images with limited examples.

Xi Yang, Pai Peng, Wulin Xie

2025-01-21T06:40:57+00:00 ― 6 min read

Cryptography and Security The Growing Threat of Adversarial Attacks on Language Models

Adversarial attacks challenge the safety of large language models, risking trust and accuracy.

Atmane Ayoub Mansour Bahar, Ahmad Samer Wazan

2025-01-21T04:16:30+00:00 ― 5 min read

Machine Learning Revolutionary Method for Molecular Sequence Analysis

A new approach enhances molecular sequence analysis using the Hilbert curve.

Sarwan Ali, Tamkanat E Ali, Imdad Ullah Khan

2025-01-21T03:58:50+00:00 ― 5 min read

Computer Vision and Pattern Recognition Transforming Object Detection with SimLTD

Learn how SimLTD improves detection of rare objects in images.

Phi Vu Tran

2025-01-21T00:15:45+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Inverse Problems with CA-DPS

CA-DPS brings new hope for solving inverse problems in imaging.

Shayan Mohajer Hamidi, En-Hui Yang

2025-01-20T23:27:36+00:00 ― 6 min read

Computation and Language STAYKATE: Enhancing Scientific Entity Recognition

A new method improves how researchers extract vital information from scientific texts.

Chencheng Zhu, Kazutaka Shimada, Tomoki Taniguchi

2025-01-20T22:39:27+00:00 ― 7 min read

Machine Learning Revolutionizing Node Classification with Attention in Graphs

Discover how attention and metapaths improve node classification in heterogeneous graphs.

Calder Katyal

2025-01-20T20:15:00+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing Securing Data Privacy with Federated Learning and Blockchain

A new framework combines federated learning and blockchain to enhance privacy and security.

Ervin Moore, Ahmed Imteaj, Md Zarif Hossain

2025-01-20T19:26:51+00:00 ― 7 min read

Computer Vision and Pattern Recognition Mastering Table Recognition with VLLMs and NGTR

Advancements in table recognition using VLLMs improve performance with low-quality images.

Yitong Zhou, Mingyue Cheng, Qingyang Mao

2025-01-20T17:50:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition YOLO-UniOW: The Future of Object Detection

A groundbreaking method for identifying both known and unknown objects in real-time.

Lihao Liu, Juexiao Feng, Hui Chen

2025-01-20T15:26:06+00:00 ― 6 min read

Latest Articles for Machine Learning