Latest Articles for Loss Functions

Machine Learning Rank-N-Contrast: A New Approach to Regression

Learn how Rank-N-Contrast improves regression predictions by focusing on relationships.

Six Valentin, Chidiac Alexandre, Worlikar Arkin

2025-04-21T19:58:30+00:00 ― 7 min read

Computer Vision and Pattern Recognition ProbPose: Advancing Human Pose Estimation

ProbPose enhances keypoint prediction with calibrated probabilities and improved visibility detection.

Miroslav Purkrabek, Jiri Matas

2025-04-19T04:27:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Face Recognition with New Techniques

Combining CNNs and Transformers enhances face recognition accuracy and performance.

Pritesh Prakash, Ashish Jacob Sam

2025-04-18T21:13:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing 3D Imaging with CrossSDF

CrossSDF transforms 2D slices into precise 3D models, advancing imaging technology.

Thomas Walker, Salvatore Esposito, Daniel Rebain

2025-04-10T15:49:03+00:00 ― 7 min read

Machine Learning Unlocking the Future with Koopman Autoencoders

Explore how Koopman autoencoders predict complex system behavior over time.

Dustin Enyeart, Guang Lin

2025-04-03T07:54:36+00:00 ― 6 min read

Other Statistics Inductive Logic: A Path to Truth

Learn how inductive logic guides us in understanding the world.

Hanti Lin

2025-03-29T22:06:47+00:00 ― 7 min read

Machine Learning Simplifying Complex Systems with Self-Test Loss Functions

Discover self-test loss functions that improve model accuracy in science and engineering.

Yuan Gao, Quanjun Lang, Fei Lu

2025-03-25T11:17:56+00:00 ― 7 min read

Statistics Theory Estimating Stats: Making Sense of Data

A guide to understanding estimation in statistics with relatable examples.

Somnath Mondal, Lakshmi Kanta Patra

2025-03-18T16:32:04+00:00 ― 5 min read

Computer Vision and Pattern Recognition Bringing Clarity: Merging Visible and Infrared Images

A new method enhances image fusion for better detail and clarity.

Ferhat Can Ataman, Gözde Bozdaği Akar

2025-03-12T08:58:12+00:00 ― 6 min read

High Energy Physics - Phenomenology New Loss Function Optimizes Signal Detection in Particle Physics

A new approach enhances event classification, improving particle physics research outcomes.

Jai Bardhan, Cyrin Neeraj, Subhadip Mitra

2025-03-08T12:32:08+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancements in Wildlife Detection with YOLOv8

New model enhances object detection for wildlife conservation.

Aroj Subedi

2025-02-27T13:28:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Image Editing with Text Commands

Learn how text prompts are changing image editing technology.

Rumeysa Bodur, Binod Bhattarai, Tae-Kyun Kim

2025-02-25T01:16:57+00:00 ― 7 min read

Optimization and Control AI's Role in Engineering: A New Era of Accuracy

Discover how AI is improving engineering solutions through innovative models and techniques.

John M. Hanna, Irene E. Vignon-Clementel

2025-02-20T13:48:50+00:00 ― 6 min read

Computation and Language Aligning AI to Human Preferences

Discover how Direct Preference Alignment enhances AI understanding of human needs.

Kyle Richardson, Vivek Srikumar, Ashish Sabharwal

2025-01-30T22:36:18+00:00 ― 7 min read

Numerical Analysis Neural Networks: Physics Problem Solvers

Discover how neural networks tackle complex physics equations.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

2025-01-24T22:19:44+00:00 ― 7 min read