Machine Learning

Computation and Language Boosting Japanese Speech Recognition with Whisper

Enhancing multilingual ASR performance for Japanese through targeted fine-tuning.

Mark Bajo, Haruka Fukukawa, Ryuji Morita

2025-02-26T14:19:30+00:00 ― 5 min read

Machine Learning The Balance of Accuracy and Trust in Vision-Language Models

Exploring the fine-tuning impacts on prediction accuracy and rationality in AI models.

Qitong Wang, Tang Li, Kien X. Nguyen

2025-02-26T09:22:57+00:00 ― 6 min read

Solar and Stellar Astrophysics Contact Binaries: Stars Sharing a Cosmic Bond

Discover the fascinating world of contact binaries and their unique interactions.

Qiqi Xia, Xiaofeng Wang, Kai Li

2025-02-26T08:55:32+00:00 ― 6 min read

Computation and Language AI Memory: Remembering the Details That Matter

Learn how AI is improving memory management for better interactions.

Elvis Nunez, Luca Zancato, Benjamin Bowman

2025-02-26T08:34:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition FastVLM: Speeding Up Vision Language Models

FastVLM improves speed and accuracy in processing images and text.

Pavan Kumar Anasosalu Vasu, Fartash Faghri, Chun-Liang Li

2025-02-26T06:10:21+00:00 ― 8 min read

Computer Vision and Pattern Recognition CompactFlowNet: Fast Optical Flow for Mobile Devices

Introducing CompactFlowNet, a real-time optical flow model for mobile technology.

Andrei Znobishchev, Valerii Filev, Oleg Kudashev

2025-02-26T01:21:27+00:00 ― 6 min read

Information Retrieval The Future of Relevance Assessment: Ensemble Methods

Learn how ensemble methods improve relevance assessments in information retrieval systems.

Hossein A. Rahmani, Emine Yilmaz, Nick Craswell

2025-02-25T23:45:09+00:00 ― 6 min read

Methodology Evaluating Causal Discovery Algorithms: A Quest for Clarity

Unraveling the challenges of evaluating algorithms in causal discovery.

Anne Helby Petersen

2025-02-25T22:04:06+00:00 ― 7 min read

Robotics Revolutionizing Vehicle Trajectory Predictions

C2F-TP improves self-driving car predictions for safer roads.

Zichen Wang, Hao Miao, Senzhang Wang

2025-02-25T21:20:42+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing XCT Analysis: SAM Takes On Manufacturing Defects

Using SAM for better detection of flaws in 3D-printed components.

Anika Tabassum, Amirkoushyar Ziabari

2025-02-25T18:35:06+00:00 ― 7 min read

Computation Revamping Data Analysis with SVI

Learn how Stochastic Variational Inference transforms statistical modeling.

Gianmarco Callegher, Thomas Kneib, Johannes Söding

2025-02-25T16:58:55+00:00 ― 7 min read

Quantum Physics Revolutionizing Particle Classification with QRU

New quantum model enhances particle identification accuracy in noisy environments.

Léa Cassé, Bernhard Pfahringer, Albert Bifet

2025-02-25T16:12:26+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Robotic Interaction: Openable Part Detection

Learn how robots identify and handle openable parts with advanced detection methods.

Siqi Li, Xiaoxue Chen, Haoyu Cheng

2025-02-25T15:43:39+00:00 ― 8 min read

Computer Vision and Pattern Recognition Labeling Chaos in the Tobacco3482 Dataset

Labeling issues in the Tobacco3482 dataset hinder document classification accuracy.

Gordon Lim, Stefan Larson, Kevin Leach

2025-02-25T10:54:45+00:00 ― 6 min read

Cryptography and Security Advances in Link Prediction and Security

New methods improve link prediction attack strategies and highlight security flaws.

Jiate Li, Meng Pang, Binghui Wang

2025-02-25T10:06:36+00:00 ― 7 min read

Artificial Intelligence Transforming Robotics with Historical Data

IR-PFT allows robots to improve decision-making by reusing past experiences.

Michael Novitsky, Moran Barenboim, Vadim Indelman

2025-02-25T09:18:27+00:00 ― 6 min read

Optimization and Control Mastering Optimal Transport for Real-World Solutions

Learn how optimal transport impacts logistics, data science, and everyday applications.

Sachin Shivakumar, Georgiy A. Bondar, Gabriel Khan

2025-02-25T05:41:50+00:00 ― 6 min read

Machine Learning Reservoir Computing: A Smart Leap in AI Memory

Discover how reservoir computing improves memory in AI for faster learning.

Kevin McKee

2025-02-25T04:29:33+00:00 ― 7 min read

Computation and Language Evaluating Language Models: A New Approach

Natural language unit tests offer a clearer method for assessing language models.

Jon Saad-Falcon, Rajan Vivek, William Berrios

2025-02-25T02:53:15+00:00 ― 7 min read

Data Analysis, Statistics and Probability Decoding Feature Importance: A New Approach

Learn how to measure the impact of data features in predictive models.

Marlis Ontivero-Ortega, Luca Faes, Jesus M Cortes

2025-02-25T01:43:22+00:00 ― 7 min read

Computer Vision and Pattern Recognition Unearthing Hidden Biases in CNNs

Discover how biases affect CNN performance and image analysis.

Sai Teja Erukude, Akhil Joshi, Lior Shamir

2025-02-25T00:28:48+00:00 ― 6 min read

Machine Learning Revolutionizing Robotics with SMoSE: A Clear Path Ahead

Discover how SMoSE empowers robots with interpretable decision-making skills.

Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode

2025-02-24T22:52:30+00:00 ― 5 min read

Sound Advancements in Speech Recognition Technology

Discover the latest breakthroughs in real-time speech recognition and how they improve our interactions.

Rongxiang Wang, Zhiming Xu, Felix Xiaozhu Lin

2025-02-24T22:50:42+00:00 ― 5 min read

Artificial Intelligence New Models Enhance AI Decision-Making

Relational neurosymbolic Markov models improve AI learning and reasoning capabilities.

Lennert De Smet, Gabriele Venturato, Luc De Raedt

2025-02-24T19:39:54+00:00 ― 6 min read

Machine Learning Protecting Your Machine Learning Models from Theft

Learn how to safeguard your machine learning models with fingerprinting techniques.

Augustin Godinot, Erwan Le Merrer, Camilla Penzo

2025-02-24T18:51:45+00:00 ― 6 min read

Computer Vision and Pattern Recognition YOLOv6: Speeding Up Object Detection

Discover the advanced features and applications of YOLOv6 in real-time object detection.

Athulya Sundaresan Geetha

2025-02-24T17:15:27+00:00 ― 7 min read

Quantum Physics Optimizing Quantum Algorithms with Trigonometric Kernels

Discover how trigonometric kernels enhance Variational Quantum Algorithms in noisy environments.

Luca Arceci, Viacheslav Kuzmin, Rick Van Bijnen

2025-02-24T13:08:22+00:00 ― 6 min read

Machine Learning Revolutionizing Robot Learning with MoDE

MoDE helps robots learn efficiently with less computing power.

Moritz Reuss, Jyothish Pari, Pulkit Agrawal

2025-02-24T11:38:24+00:00 ― 6 min read

Optimization and Control Conic Optimization: A New Approach for Big Data

Discover how SIPM transforms conic optimization in machine learning.

Chuan He, Zhanwang Deng

2025-02-24T11:03:00+00:00 ― 6 min read

Machine Learning Lightweight Fine-tuning: Transforming Language Models

New methods make language models faster and more efficient for real-world tasks.

Jonathan Svirsky, Yehonathan Refael, Ofir Lindenbaum

2025-02-24T10:50:15+00:00 ― 6 min read

Machine Learning Balancing Fairness in AI: A Mixed Approach

Research reveals pros and cons of Mixup techniques for fairness in AI.

Karina Halevy, Karly Hou, Charumathi Badrinath

2025-02-24T10:27:49+00:00 ― 5 min read

Computation and Language Training AI with Text: A New Approach

Research shows AI can learn visual concepts using only text descriptions.

Dasol Choi, Guijin Son, Soo Yong Kim

2025-02-24T09:13:57+00:00 ― 6 min read

Social and Information Networks Two Layer Walk: A New Take on Graph Embedding

TLWalk enhances graph embedding by focusing on community structures efficiently.

He Yu, Jing Liu

2025-02-24T07:37:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Chain of Multi-modal Thought: Revolutionizing Machine Understanding

Discover how machines are learning to combine visuals and text for better reasoning.

Zihui Cheng, Qiguang Chen, Jin Zhang

2025-02-24T06:49:30+00:00 ― 6 min read

Machine Learning Transforming Time Series Forecasting with Pruning Techniques

Discover how pruning enhances Transformer models for effective time series forecasting.

Nicholas Kiefer, Arvid Weyrauch, Muhammed Öz

2025-02-24T02:48:45+00:00 ― 9 min read

Machine Learning Inside Physically Interpretable World Models

How machines learn to predict their environment for safety and efficiency.

Zhenjiang Mao, Ivan Ruchkin

2025-02-24T01:12:27+00:00 ― 7 min read

Machine Learning GFTab: A New Approach to Tabular Data

GFTab offers innovative solutions for analyzing mixed-variable tabular datasets.

Yoontae Hwang, Yongjae Lee

2025-02-24T00:24:18+00:00 ― 6 min read

Software Engineering Enhancing Code Clarity with Selective Shot Learning

Discover how selective shot learning improves code explanations for developers.

Paheli Bhattacharya, Rishabh Gupta

2025-02-23T21:11:42+00:00 ― 6 min read

Machine Learning Federated Learning Meets Fuzzy Cognitive Maps

A blend of federated learning and fuzzy cognitive maps enhances data privacy and collaboration.

Jose L Salmeron, Irina Arévalo

2025-02-23T19:35:24+00:00 ― 7 min read

Computation and Language Can AI Solve Complex Puzzles?

Exploring how language models tackle reasoning tasks through Generalized Associative Recall.

Ruikang Ni, Da Xiao, Qingye Meng

2025-02-23T17:59:06+00:00 ― 7 min read

Latest Articles for Machine Learning