Machine Learning

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

Machine Learning Harnessing Self-Supervised Learning for Network Traffic Analysis

Discover how self-supervised learning improves network traffic understanding and security.

Jiawei Zhou, Woojeong Kim, Zhiying Xu

2025-01-20T13:01:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Object Hallucination Challenge in AI Models

LVLMs struggle with recognizing reality, risking serious consequences.

Ashish Seth, Dinesh Manocha, Chirag Agarwal

2025-01-20T11:25:21+00:00 ― 5 min read

Probability Navigating the Landscape of Concentration Inequalities

Understanding random events and their predictions in various fields.

Arun Kumar Kuchibhotla

2025-01-20T11:12:34+00:00 ― 7 min read

Machine Learning Reimagining Time Series Analysis with Letters

A creative way to analyze time series data using alphabetic mapping.

Sarwan Ali, Tamkanat E Ali, Imdad Ullah Khan

2025-01-20T10:37:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Restoring Clarity: Tackling Motion Blur with GANs

Learn how GANs can help fix blurry photos caused by motion.

Zhengdong Li

2025-01-20T09:05:24+00:00 ― 6 min read

Statistical Mechanics Renyi Entropy and Machine Learning in Quantum Systems

Discover how Renyi entropy and machine learning are transforming quantum physics.

Han-Qing Shi, Hai-Qing Zhang

2025-01-20T06:52:24+00:00 ― 5 min read

Machine Learning Kryptonite-N: Challenging Machine Learning Myths

A dataset that tests the limits of machine learning algorithms.

Albus Li, Nathan Bailey, Will Sumerfield

2025-01-20T06:36:27+00:00 ― 7 min read

Machine Learning Reinforcement Learning: The Path to Smarter Machines

Learn how machines improve their learning process in real-world environments.

Daniel Palenicek, Michael Lutter, João Carvalho

2025-01-20T00:59:24+00:00 ― 6 min read

High Energy Physics - Lattice The Dance of Learning: SGD and RMT in Machine Learning

Discover how SGD and RMT shape learning in machine learning models.

Chanju Park, Matteo Favoni, Biagio Lucini

2025-01-20T00:30:16+00:00 ― 6 min read

Multiagent Systems The Dynamics of Multi-Agent Reinforcement Learning

Exploring the challenges and strategies in multi-agent environments.

Neil De La Fuente, Miquel Noguer i Alonso, Guim Casadellà

2025-01-19T23:23:06+00:00 ― 7 min read

Machine Learning Advancing Offline Reinforcement Learning with Goal-Conditioned Data Augmentation

Enhancing offline reinforcement learning by improving training data quality.

Xingshuai Huang, Di Wu Member, Benoit Boulet

2025-01-19T21:46:48+00:00 ― 7 min read

Computation and Language Improving Call-Sign Recognition in ATC

A new model enhances call-sign recognition for safer air traffic control.

Alexander Blatt, Dietrich Klakow

2025-01-19T16:57:54+00:00 ― 7 min read

Robotics Smart Robots and the Chain-of-Affordance

Discover how robots improve task performance with Chain-of-Affordance.

Jinming Li, Yichen Zhu, Zhibin Tang

2025-01-19T16:09:45+00:00 ― 7 min read

Information Retrieval Unlocking the Future of Relation Extraction with AmalREC

AmalREC enhances understanding of relationships in natural language processing.

Mansi, Pranshu Pandya, Mahek Bhavesh Vora

2025-01-19T13:45:18+00:00 ― 6 min read

Computation and Language Machine Unlearning: The Future of AI Safety

Discover how MOLLM improves LLMs by erasing harmful data efficiently.

Zibin Pan, Shuwen Zhang, Yuesheng Zheng

2025-01-19T11:20:51+00:00 ― 6 min read

Machine Learning Optimizing Decisions with Focalized Sparse Gaussian Processes

Learn how focalized sparse Gaussian processes improve Bayesian optimization efficiency.

Yunyue Wei, Vincent Zhuang, Saraswati Soedarmadji

2025-01-19T09:46:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Defending AI: Tackling Backdoor Attacks with RVPT

Learn how RVPT improves AI security against hidden threats.

Zhifang Zhang, Shuo He, Bingquan Shen

2025-01-19T09:44:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Depth Perception: MetricDepth's New Method

MetricDepth enhances depth estimation from single images using deep metric learning.

Chunpu Liu, Guanglei Yang, Wangmeng Zuo

2025-01-19T08:56:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition PTQ4VM: A New Path for Visual Mamba

PTQ4VM enhances Visual Mamba's performance through innovative quantization methods.

Younghyun Cho, Changhun Lee, Seonggon Kim

2025-01-19T08:08:15+00:00 ― 7 min read

Computation and Language Natural Language Fine-Tuning: A Game Changer

Revolutionizing model training with efficient natural language guidance.

Jia Liu, Yue Wang, Zhiqi Lin

2025-01-19T07:20:06+00:00 ― 6 min read

Computation and Language HindiLLM: A New Dawn for Hindi Processing

HindiLLM empowers Hindi language processing, bridging technological gaps.

Sanjay Chouhan, Shubha Brata Nath, Aparajita Dutta

2025-01-19T04:55:39+00:00 ― 7 min read

Machine Learning Revolutionizing Chronic Liver Disease Detection

Learn how early detection and machine learning improve liver disease outcomes.

Anand Karna, Naina Khan, Rahul Rauniyar

2025-01-19T03:19:21+00:00 ― 5 min read

Computation and Language Adapting Language Models: A New Approach to Russian

Learn how LEP helps language models adapt to Russian efficiently.

Mikhail Tikhomirov, Daniil Chernyshev

2025-01-19T01:43:03+00:00 ― 6 min read

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