Machine Learning

Machine Learning Soft TPR: A Fresh Approach to Data Understanding

Discover how Soft TPR transforms machine learning and data representation.

Bethia Sun, Maurice Pagnucco, Yang Song

2025-04-13T05:36:36+00:00 ― 7 min read

Computer Vision and Pattern Recognition LAA-Net: Revolutionizing Night Vision for Machines

LAA-Net improves depth estimation in darkness using red light technology.

Kebin Peng, Haotang Li, Zhenyu Qi

2025-04-13T04:00:18+00:00 ― 6 min read

Machine Learning Federated Learning: A New Way to Share Insights

Explore how federated learning balances privacy and collaboration.

Shivam Pal, Aishwarya Gupta, Saqib Sarwar

2025-04-13T02:54:04+00:00 ― 5 min read

Machine Learning Fairness in Large Language Models: A Deep Dive

Investigating fairness issues in LLMs and strategies for improvement.

Valeriia Cherepanova, Chia-Jung Lee, Nil-Jana Akpinar

2025-04-13T00:47:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Seeing Beyond the Surface: Amodal Segmentation

Machines learning to perceive hidden objects in video processing.

Kaihua Chen, Deva Ramanan, Tarasha Khurana

2025-04-12T22:23:15+00:00 ― 7 min read

Machine Learning The Learning Curve of Language Models

How language models improve their understanding of grammar and sentence structures.

Tian Qin, Naomi Saphra, David Alvarez-Melis

2025-04-12T21:35:06+00:00 ― 8 min read

Computer Vision and Pattern Recognition Bridging Vision and Language: A New Approach

Research shows how vision and language models can work together more effectively.

Le Zhang, Qian Yang, Aishwarya Agrawal

2025-04-12T20:46:57+00:00 ― 6 min read

Machine Learning The Secrets of Language Models Revealed

Discover how language models learn and generalize knowledge.

Jiahai Feng, Stuart Russell, Jacob Steinhardt

2025-04-12T19:58:48+00:00 ― 6 min read

New method enhances understanding of complex quantum many-body systems.

Filippo Caleca, Simone Tibaldi, Elisa Ercolessi

2025-04-12T19:35:52+00:00 ― 5 min read

Machine Learning Adaptive Weight Sharing in Deep Learning

Revolutionary method enhances machine learning through adaptive approach to symmetries.

Putri A. van der Linden, Alejandro García-Castellanos, Sharvaree Vadgama

2025-04-12T18:22:30+00:00 ― 6 min read

Hardware Architecture Revolutionizing Machine Learning Efficiency with MQMS

MQMS transforms GPU-SSD systems for faster data processing.

Ayush Gundawar, Euijun Chung, Hyesoon Kim

2025-04-12T13:33:36+00:00 ― 7 min read

Quantitative Methods Revolutionizing Protein Function Prediction with ProtBoost

Discover how ProtBoost is transforming protein function predictions in bioinformatics.

Alexander Chervov, Anton Vakhrushev, Sergei Fironov

2025-04-12T13:08:56+00:00 ― 7 min read

Machine Learning Decoding Time Series Models with WinTSR

WinTSR offers a better way to interpret complex time series data.

Md. Khairul Islam, Judy Fox

2025-04-12T10:21:00+00:00 ― 9 min read

Software Engineering Organizing Chaos: Labeling Questions in Issue Trackers

Learn how developers can clean up issue trackers for better focus.

Aidin Rasti

2025-04-12T09:32:51+00:00 ― 7 min read

Machine Learning Generalized EXTRA SGLD: A Game Changer in Data Learning

A new method shines in decentralized data learning while tackling bias issues.

Mert Gurbuzbalaban, Mohammad Rafiqul Islam, Xiaoyu Wang

2025-04-12T04:32:50+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing AI: Efficient Multimodal Models

New designs improve the efficiency of multimodal large language models in AI.

Jun Zhang, Desen Meng, Ji Qi

2025-04-12T03:55:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Future of Video Processing with Divot

Discover how Divot transforms video comprehension and generation.

Yuying Ge, Yizhuo Li, Yixiao Ge

2025-04-12T01:31:21+00:00 ― 7 min read

Methodology Understanding Data Clustering with Bayesian Models

Learn how Bayesian clustering helps uncover patterns in complex data sets.

Panagiotis Papastamoulis, Konstantinos Perrakis

2025-04-12T01:28:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition GRAIN: A New Dawn in Image Recognition

GRAIN improves image understanding by aligning detailed descriptions with images.

Shaunak Halbe, Junjiao Tian, K J Joseph

2025-04-11T23:55:03+00:00 ― 9 min read

Computer Vision and Pattern Recognition Revolutionizing AI: Vision Meets Language

Florence-2 and DBFusion redefine how machines interpret images and text.

Jiuhai Chen, Jianwei Yang, Haiping Wu

2025-04-11T23:06:54+00:00 ― 7 min read

Machine Learning Federated Learning: A Safe Path to AI Progress

Discover how federated learning keeps data private while driving innovation.

Pranab Sahoo, Ashutosh Tripathi, Sriparna Saha

2025-04-11T22:18:45+00:00 ― 4 min read

Machine Learning Automated Feature Engineering in Federated Learning

Discover how automation transforms feature creation while ensuring data privacy.

Tom Overman, Diego Klabjan

2025-04-11T20:42:27+00:00 ― 7 min read

Statistics Theory Improving Boundary Detection in Noisy Data

A new method enhances boundary detection amid noise challenges.

Dhruv Kohli, Jesse He, Chester Holtz

2025-04-11T20:22:58+00:00 ― 5 min read

Computation and Language Predicting AI Performance with Task Scaling Laws

Learn how task scaling laws and model ladders improve AI predictions.

Akshita Bhagia, Jiacheng Liu, Alexander Wettig

2025-04-11T19:54:18+00:00 ― 6 min read

Machine Learning Speeding Up Computing with Approximation

Learn how approximation boosts speed in computing while maintaining quality.

Oscar Key, Luka Ribar, Alberto Cattaneo

2025-04-11T17:29:51+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Action Recognition with ActFusion

A new model combines action segmentation and anticipation for smarter interactions.

Dayoung Gong, Suha Kwak, Minsu Cho

2025-04-11T16:41:42+00:00 ― 7 min read

Quantum Physics Federated Learning Meets Quantum Neural Networks

A look into the fusion of FL and QDSNNs for smarter, private data processing.

Nouhaila Innan, Alberto Marchisio, Muhammad Shafique

2025-04-11T15:44:02+00:00 ― 7 min read

Machine Learning Ensuring Fairness in Machine Learning Decisions

Exploring fair classification to prevent bias in automated decisions.

Jan Pablo Burgard, João Vitor Pamplona

2025-04-11T15:13:40+00:00 ― 8 min read

Artificial Intelligence The Rise of Efficient Language Models

Explore how large language models are becoming more efficient and accessible.

Chaojun Xiao, Jie Cai, Weilin Zhao

2025-04-11T15:05:24+00:00 ― 7 min read

Computation and Language Choosing the Right Examples to Boost AI Performance

Learn how smart example selection enhances reasoning in language models.

Mathurin Videau, Alessandro Leite, Marc Schoenauer

2025-04-11T13:29:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Object Pose Estimation for Robotics

Discover the latest methods improving object detection for robots.

Alan Li, Angela P. Schoellig

2025-04-11T10:16:30+00:00 ― 7 min read

Computation and Language Arabic Stable LM 1.6B: A Compact Language Model

A smaller yet powerful tool for Arabic language processing.

Zaid Alyafeai, Michael Pieler, Hannah Teufel

2025-04-11T09:28:21+00:00 ― 7 min read

Robotics Robots Learn to Move by Watching Animals

Robots are mastering locomotion skills through wild animal videos.

Elliot Chane-Sane, Constant Roux, Olivier Stasse

2025-04-11T08:40:12+00:00 ― 8 min read

Machine Learning Revolutionizing Financial Data Extraction

A new dataset aims to simplify extracting financial data from tables.

Ethan Bradley, Muhammad Roman, Karen Rafferty

2025-04-11T07:52:03+00:00 ― 6 min read

Machine Learning Balancing Act: The Future of Multi-Objective Deep Learning

Discover how multi-objective deep learning tackles complex challenges across various fields.

Sebastian Peitz, Sedjro Salomon Hotegni

2025-04-11T07:14:10+00:00 ― 7 min read

Machine Learning Unlocking New Possibilities in Molecular Design

Discover how machine learning is transforming molecule creation for better health and technology.

Xiang Chen

2025-04-11T04:39:27+00:00 ― 6 min read

Computation and Language Bridging Language Barriers with Smart Translation

Learn how context improves translation systems for better communication.

José Pombal, Sweta Agrawal, Patrick Fernandes

2025-04-10T23:50:33+00:00 ― 5 min read

Machine Learning Adaptive Networks: The Future of Machine Learning

Discover how adaptive networks revolutionize AI learning capabilities.

Zeki Doruk Erden, Boi Faltings

2025-04-10T21:26:06+00:00 ― 5 min read

Artificial Intelligence Bench-CoE: The Future of Language Model Collaboration

A new framework enhances LLM performance through expert collaboration and smart task routing.

Yuanshuai Wang, Xingjian Zhang, Jinkun Zhao

2025-04-10T19:01:39+00:00 ― 6 min read

Computation and Language Reviving Old Models: The Power of Merging

Transform discarded models into powerful new solutions through model merging.

Muhammad Khalifa, Yi-Chern Tan, Arash Ahmadian

2025-04-10T18:13:30+00:00 ― 7 min read

Latest Articles for Machine Learning