Self-Supervised Learning

Computation and Language Introducing MERaLiON-SpeechEncoder: A Leap in Speech Tech

A new model from Singapore improves machine speech understanding.

Muhammad Huzaifah, Geyu Lin, Tianchi Liu

2025-02-19T14:32:06+00:00 ― 7 min read

Signal Processing Boosting mmWave Communication Reliability

A new method predicts blockages in mmWave communication for improved connectivity.

Rafaela Scaciota, Malith Gallage, Sumudu Samarakoon

2025-02-14T01:17:24+00:00 ― 5 min read

Computer Vision and Pattern Recognition Revolutionizing AI with 4D Video Learning

Discover how machines learn from videos to understand movement and depth.

João Carreira, Dilara Gokay, Michael King

2025-02-13T18:50:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Few-Shot Learning and Domain Adaptation

A unified framework for efficient computer vision tasks using minimal data.

Bharadwaj Ravichandran, Alexander Lynch, Sarah Brockman

2025-02-09T16:07:57+00:00 ― 7 min read

Machine Learning Revolutionizing Weather Predictions with SpaT-SparK

SpaT-SparK transforms short-term weather forecasting using innovative machine learning techniques.

Haotian Li, Arno Siebes, Siamak Mehrkanoon

2025-02-08T08:01:57+00:00 ― 6 min read

Signal Processing Improving Heart Rate Monitoring with AI

Learn how new techniques boost accuracy in heart rate estimation.

Luca Benfenati, Sofia Belloni, Alessio Burrello

2025-02-06T00:49:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition BloomCoreset: Speeding Up Self-Supervised Learning

A new tool boosts image sampling speed and accuracy in machine learning.

Prajwal Singh, Gautam Vashishtha, Indra Deep Mastan

2025-02-02T17:12:45+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Medical Imaging with OpenMind Dataset

A breakthrough in 3D imaging through self-supervised learning and OpenMind's massive dataset.

Tassilo Wald, Constantin Ulrich, Jonathan Suprijadi

2025-01-31T11:34:48+00:00 ― 6 min read

Sound Advanced Detection Systems for Drones

New tech combines sound and visuals for better drone detection.

Zhenyuan Xiao, Yizhuo Yang, Guili Xu

2025-01-31T06:38:42+00:00 ― 6 min read

Machine Learning Revolutionizing Graph Representation Learning with Self-Supervised Techniques

A new method enhances graph representation learning using self-supervised approaches.

Ahmed E. Samy, Zekarias T. Kefatoa, Sarunas Girdzijauskasa

2025-01-27T09:32:24+00:00 ― 6 min read

Machine Learning Calibre: Transforming Personalized Federated Learning

Calibre enhances personalized federated learning with better model performance and fairness.

Sijia Chen, Ningxin Su, Baochun Li

2025-01-23T19:40:21+00:00 ― 5 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

Latest Articles for Self-Supervised Learning