​*= Equal Contributors In the context of a voice assistant system, steering refers to the phenomenon in which a user issues a follow-up command attempting to direct or clarify a previous turn. We propose STEER, a steering detection model that predicts whether a follow-up turn… Read More »STEER: Semantic Turn Extension-Expansion Recognition for Voice Assistants Apple Machine Learning Research

​We introduce EELBERT, an approach for compression of transformer-based models (for example, BERT), with minimal impact on the accuracy of downstream tasks. This is achieved by replacing the input embedding layer of the model with dynamic, for example, on-the-fly, embedding computations. Since the input embedding… Read More »EELBERT: Tiny Models through Dynamic Embeddings Apple Machine Learning Research

​*= Equal Contributors We propose a Self-supervised Anomaly Detection technique, called SeMAnD, to detect geometric anomalies in Multimodal geospatial datasets. Geospatial data comprises acquired and derived heterogeneous data modalities that we transform to semantically meaningful, image-like tensors to address the challenges of representation, alignment, and… Read More »SeMAnD: Self-Supervised Anomaly Detection in Multimodal Geospatial Datasets Apple Machine Learning Research

​ In the world of computer vision and image processing, the ability to extract meaningful features from images is important. These features serve as vital inputs for various downstream tasks, such as object detection and classification. There are multiple ways to find these features. The… Read More »Image Feature Extraction in OpenCV: Edges and Corners Adrian Tam MachineLearningMastery.com

​ Sponsored Content     From November 6 (07:00 PST) to 20 (07:00 PST), 365 Data Science offers free unlimited access to its entire curriculum, featuring interactive courses, hands-on data projects, and certificates of achievement. This opportunity allows for in-depth data science and AI exploration—presenting… Read More »365 Data Science Offers All Courses 100% Free for 2 Weeks MLM Team MachineLearningMastery.com