Machine Learning

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

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

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