Machine Learning

Machine Learning Breaking Down Seasonal Time-Series Data with MSSD

A new model enhances forecasting by analyzing seasonal patterns more effectively.

Yining Pang, Chenghan Li

2025-03-23T04:02:06+00:00 ― 6 min read

Computation and Language AI's Quest for Better Math Skills

Researchers uncover insights into AI learning through examples in math.

Jiayu Liu, Zhenya Huang, Chaokun Wang

2025-03-23T01:37:39+00:00 ― 6 min read

Computational Finance Enhancing Asset Price Predictions with Geometry

Using geometry to improve predictions of asset price movements through covariance matrices.

Andrea Bucci, Michele Palma, Chao Zhang

2025-03-23T00:39:40+00:00 ― 7 min read

Machine Learning SMARTCAL: Improving Tool Use in AI Models

A new approach that helps AI models use tools effectively.

Yuanhao Shen, Xiaodan Zhu, Lei Chen

2025-03-23T00:01:21+00:00 ― 6 min read

Computation and Language Transforming Chart Comprehension in AI

A new benchmark aims to enhance AI's understanding of scientific charts.

Lingdong Shen, Qigqi, Kun Ding

2025-03-22T23:13:12+00:00 ― 7 min read

Computer Vision and Pattern Recognition Machines Reading: A Tough Challenge

Machines struggle with reading as well as humans.

Bruno Bianchi, Aakash Agrawal, Stanislas Dehaene

2025-03-22T21:36:54+00:00 ― 8 min read

Computer Vision and Pattern Recognition Connecting Words and Images: Multimodal Entity Linking Explained

Learn how Multimodal Entity Linking combines text and visuals for better understanding.

Zhiwei Hu, Víctor Gutiérrez-Basulto, Ru Li

2025-03-22T18:24:18+00:00 ― 6 min read

Computation and Language Reinforcement Learning Gets a Makeover with Natural Language

A system that allows AI agents to learn using natural language commands.

Pusen Dong, Tianchen Zhu, Yue Qiu

2025-03-22T14:23:33+00:00 ― 7 min read

Genomics Quality Over Quantity in Single-Cell Data

Research shows that data quality trumps size in single-cell studies.

Alan DenAdel, Madeline Hughes, Akshaya Thoutam

2025-03-22T13:47:03+00:00 ― 8 min read

Machine Learning Balancing Multiple Goals in Learning Systems

Learn how MOGCSL simplifies multi-objective learning for better recommendations.

Shijun Li, Hilaf Hasson, Jing Hu

2025-03-22T13:35:24+00:00 ― 6 min read

Nuclear Theory Nucleons and Uncertainty: A Deep Dive

Discover how scientists tackle uncertainties in nucleon research with new techniques.

K. Topolnicki, R. Skibiński, J. Golak

2025-03-22T13:17:26+00:00 ― 7 min read

Machine Learning Efficient Memory Management in Language Models

New techniques compress KV caches, saving memory without losing performance.

Junhyuck Kim, Jongho Park, Jaewoong Cho

2025-03-22T11:59:06+00:00 ― 5 min read

Computation and Language Adaptive Dropout: Streamlining Speech Recognition Models

Learn how adaptive dropout improves efficiency in speech recognition systems.

Yotaro Kubo, Xingyu Cai, Michiel Bacchiani

2025-03-22T10:47:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Speeding Up Image Creation with Distillation++

Learn how Distillation++ enhances image generation through smart model collaboration.

Geon Yeong Park, Sang Wan Lee, Jong Chul Ye

2025-03-22T10:22:48+00:00 ― 7 min read

Artificial Intelligence Probabilistic Coding: A New Approach to Data

Discover how probabilistic coding is reshaping data interpretation and decision-making.

Xiang Huang, Hao Peng, Li Sun

2025-03-22T06:22:03+00:00 ― 6 min read

Computation and Language Connecting Text and Images: A New Model

A groundbreaking model links images and text, enhancing information retrieval.

Andreas Koukounas, Georgios Mastrapas, Bo Wang

2025-03-22T03:09:27+00:00 ― 7 min read

Optimization and Control How Robots Make Smart Decisions

Discover the secrets behind intelligent robot behavior and decision-making.

Francesca Rossi, Émiland Garrabé, Giovanni Russo

2025-03-22T02:24:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming Diffusion Models: The Memory Boost

External memory banks enhance diffusion models for better image and sound creation.

Yi Tang, Peng Sun, Zhenglin Cheng

2025-03-22T01:33:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition Dynamic Feature Map Reduction: A Game Changer for Visual Models

A new method improves how models process visual information efficiently.

Ke Wang, Hong Xuan

2025-03-21T23:56:51+00:00 ― 7 min read

Machine Learning Unlocking the Secrets of Operator Learning

A closer look at operator learning and neural networks for solving complex equations.

Dustin Enyeart, Guang Lin

2025-03-21T21:22:06+00:00 ― 7 min read

Disordered Systems and Neural Networks Predicting the Future with Support Vector Regression

Exploring machine learning’s SVR and its role in predictions amidst noise.

Abdulkadir Canatar, SueYeon Chung

2025-03-21T20:49:49+00:00 ― 7 min read

Computer Vision and Pattern Recognition Detecting Sneaky Backdoor Attacks in AI Models

A proactive method using Vision Language Models aims to detect hidden backdoor attacks.

Kyle Stein, Andrew Arash Mahyari, Guillermo Francia

2025-03-21T20:44:15+00:00 ― 7 min read

Computation and Language Revamping Bangla NLP with Data Magic

A new framework improves Bangla natural language processing through innovative data techniques.

Md. Tariquzzaman, Audwit Nafi Anam, Naimul Haque

2025-03-21T19:56:06+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancing Geometric Understanding in AI Models

Research reveals new benchmark for improving AI's grasp of geometry.

Jiarui Zhang, Ollie Liu, Tianyu Yu

2025-03-21T19:07:57+00:00 ― 4 min read

Computer Vision and Pattern Recognition Unlocking Conversations: The VisionArena Dataset

Explore the new VisionArena dataset enhancing AI interactions with real user chats.

Christopher Chou, Lisa Dunlap, Koki Mashita

2025-03-21T18:19:48+00:00 ― 5 min read

Machine Learning Predicting Events with Neural Marked Temporal Point Processes

Learn how Neural MTPPs improve event timing and type predictions.

Tanguy Bosser, Souhaib Ben Taieb

2025-03-21T10:18:18+00:00 ― 6 min read

Systems and Control Revolutionizing Spacecraft Rendezvous with L-TSG

A new system enhances spacecraft rendezvous efficiency and safety in space missions.

Taehyeun Kim, Robin Inho Kee, Ilya Kolmanovsky

2025-03-21T10:06:36+00:00 ― 6 min read

Machine Learning Transforming Predictions in Chemistry with EFA

EFA improves predictions by efficiently capturing long-range effects in machine learning.

J. Thorben Frank, Stefan Chmiela, Klaus-Robert Müller

2025-03-21T02:16:48+00:00 ― 6 min read

Artificial Intelligence Unlocking the Power of Algebraic Circuits

Discover how algebraic circuits simplify complex problem-solving across multiple fields.

Benjie Wang, Denis Deratani Mauá, Guy Van den Broeck

2025-03-21T00:29:05+00:00 ― 5 min read

Machine Learning Smart Choices: AI Decision-Making with MPC

Discover how Model Predictive Control boosts machine decision-making abilities.

Kehan Wen, Yutong Hu, Yao Mu

2025-03-21T00:14:24+00:00 ― 5 min read

Computation and Language Decoding Multimodal Intent Recognition: TECO's Impact

Learn how TECO enhances understanding of human communication beyond words.

Quynh-Mai Thi Nguyen, Lan-Nhi Thi Nguyen, Cam-Van Thi Nguyen

2025-03-20T23:52:21+00:00 ― 6 min read

Machine Learning Energy Efficiency in Machine Learning Training

A new method balances model performance and energy use.

Daniel Geissler, Bo Zhou, Sungho Suh

2025-03-20T23:04:12+00:00 ― 8 min read

Robotics Smart Robots Master Door Handles and Valves

Robots learn to manipulate objects easily with new methods.

Yujin Kim, Sol Choi, Bum-Jae You

2025-03-20T22:16:03+00:00 ― 7 min read

Machine Learning Making Machine Learning Models Transparent

A new method clarifies machine learning decision-making for better trust and reliability.

Daniel Geissler, Bo Zhou, Mengxi Liu

2025-03-20T20:39:45+00:00 ― 6 min read

Machine Learning Generative Modeling: Making Sense of Tabular Data

Learn how new methods improve data generation in the world of Deep Learning.

Aníbal Silva, André Restivo, Moisés Santos

2025-03-20T19:23:54+00:00 ― 10 min read

Machine Learning REPEAT: A Clearer Look into AI Decisions

REPEAT enhances AI explanations, clarifying pixel importance and confidence levels.

Kristoffer K. Wickstrøm, Thea Brüsch, Michael C. Kampffmeyer

2025-03-20T19:03:27+00:00 ― 7 min read

Computation and Language Unlocking the Secrets of Comparative Reviews

Learn how MTP-COQE improves opinion extraction from product reviews.

Hai-Yen Thi Nguyen, Cam-Van Thi Nguyen

2025-03-20T17:27:09+00:00 ― 6 min read

Human-Computer Interaction Transforming Human Activity Recognition with White-Box Models

Learn how transparency boosts human activity recognition systems.

Daniel Geissler, Bo Zhou, Paul Lukowicz

2025-03-20T16:39:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Understanding Human-Object Interaction Detection

A deep dive into how computers identify human actions with objects.

Mingda Jia, Liming Zhao, Ge Li

2025-03-20T15:50:51+00:00 ― 7 min read

Machine Learning Revolutionizing Sample Quality Assessment with Polynomial Stein Discrepancy

A new method streamlines how we measure sample quality in statistical analysis.

Narayan Srinivasan, Matthew Sutton, Christopher Drovandi

2025-03-20T14:18:43+00:00 ― 8 min read

Latest Articles for Machine Learning