Latest Articles for Machine Learning

Image and Video Processing Transform Your Photos with INRetouch

Edit photos easily with advanced tools tailored for everyone.

Omar Elezabi, Marcos V. Conde, Zongwei Wu

2025-03-31T11:55:30+00:00 ― 5 min read

Computation and Language Unlocking the Coding Spot in AI Models

Discover how AI models tackle coding challenges and their internal mechanics.

Dongjun Kim, Minhyuk Kim, YongChan Chun

2025-03-31T10:15:09+00:00 ― 8 min read

Machine Learning Risk Assessment in Machine Learning: A Deep Dive

Learn the importance of risk assessment in machine learning algorithms.

Disha Ghandwani, Neeraj Sarna, Yuanyuan Li

2025-03-31T10:10:30+00:00 ― 7 min read

Computation and Language Defensive Dual Masking: Strengthening Language Models Against Adversarial Attacks

A new method enhances language models, making them more resistant to adversarial tricks.

Wangli Yang, Jie Yang, Yi Guo

2025-03-31T06:14:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition GPE: The Future of Vision-Language Models

A new method enhances how models understand images and text.

Donggeun Kim, Yujin Jo, Myungjoo Lee

2025-03-31T05:26:15+00:00 ― 9 min read

Computer Vision and Pattern Recognition Revolutionizing Video Action Detection with Stable Mean Teacher

A smart system for improved video action detection using semi-supervised learning techniques.

Akash Kumar, Sirshapan Mitra, Yogesh Singh Rawat

2025-03-31T04:38:06+00:00 ― 7 min read

Machine Learning Revolutionizing Language Models with Mixture-of-Experts

How Mixture-of-Experts architecture boosts performance in language models.

Yao Fu, Yinsicheng Jiang, Yeqi Huang

2025-03-31T03:49:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition Simplifying Attention in Computer Vision

A look into Static Key Attention and its benefits for image processing.

Zizhao Hu, Xiaolin Zhou, Mohammad Rostami

2025-03-31T02:13:39+00:00 ― 6 min read

Instrumentation and Methods for Astrophysics Machine Learning: A New Way to Study Stars

Learn how machine learning helps in estimating star properties from massive data.

A. Turchi, E. Pancino, F. Rossi

2025-03-31T01:05:42+00:00 ― 6 min read

Computation and Language New Method Transforms Question Answering

A fresh approach enhances complex question answering with multimodal data.

Amirhossein Abaskohi, Spandana Gella, Giuseppe Carenini

2025-03-30T23:01:03+00:00 ― 8 min read

Computer Vision and Pattern Recognition A New Dawn in Image Recognition

Innovative model enhances image recognition reliability against attacks.

Longwei Wang, Xueqian Li, Zheng Zhang

2025-03-30T22:12:54+00:00 ― 6 min read

Statistical Finance Harnessing Deep Learning for Financial Predictions

Deep learning models enhance financial time series analysis for better investment strategies.

Howard Caulfield, James P. Gleeson

2025-03-30T21:31:20+00:00 ― 7 min read

Sound Revolutionizing Sound Recognition with Zero-Shot Learning

Discover how zero-shot learning changes the game in environmental audio recognition.

Ysobel Sims, Stephan Chalup, Alexandre Mendes

2025-03-30T21:07:12+00:00 ― 8 min read

Machine Learning Getting to Know Neural Networks and Their Training Journey

Learn how neural networks improve through training and data structure.

Nora Belrose, Adam Scherlis

2025-03-30T20:36:36+00:00 ― 8 min read

Software Engineering Phaedrus: A Game Changer in Application Profiling

Phaedrus enhances software profiling, improving efficiency and performance.

Bodhisatwa Chatterjee, Neeraj Jadhav, Sharjeel Khan

2025-03-30T19:48:27+00:00 ― 6 min read

Mesoscale and Nanoscale Physics Automating Quantum Devices for Better Performance

New methods are improving quantum devices using automation and machine learning.

Jacob Benestad, Torbjørn Rasmussen, Bertram Brovang

2025-03-30T18:43:34+00:00 ― 6 min read

Quantum Physics The Rise of Hybrid Quantum Neural Networks

HQNNs blend quantum computing with machine learning for complex problem-solving.

Muhammad Kashif, Alberto Marchisio, Muhammad Shafique

2025-03-30T16:20:16+00:00 ― 7 min read

Machine Learning VQ4ALL: The Future of Neural Networks

Discover how VQ4ALL efficiently compresses neural networks without losing performance.

Juncan Deng, Shuaiting Li, Zeyu Wang

2025-03-30T08:34:21+00:00 ― 6 min read

Machine Learning Revolutionizing Model Compression with Joint Optimization

New algorithms improve deep learning model compression without sacrificing performance.

Boyang Zhang, Daning Cheng, Yunquan Zhang

2025-03-30T06:58:03+00:00 ― 5 min read

Machine Learning Model Quantization: Making AI Lighter and Smarter

Learn how model quantization shrinks AI for better performance on limited devices.

Boyang Zhang, Daning Cheng, Yunquan Zhang

2025-03-30T05:21:45+00:00 ― 6 min read

Computer Vision and Pattern Recognition InstantRestore: The Future of Face Restoration

InstantRestore quickly enhances degraded face images while preserving key features.

Howard Zhang, Yuval Alaluf, Sizhuo Ma

2025-03-29T23:44:42+00:00 ― 8 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

Computer Vision and Pattern Recognition ContRail: Transforming Railway Image Generation

A framework that creates synthetic images for railways, enhancing model training.

Andrei-Robert Alexandrescu, Razvan-Gabriel Petec, Alexandru Manole

2025-03-29T21:20:15+00:00 ― 6 min read

Quantum Physics Quantum Circuit Cutting: Bridging Quantum and Classical Worlds

Learn how quantum circuit cutting improves quantum neural networks on limited devices.

Alberto Marchisio, Emman Sychiuco, Muhammad Kashif

2025-03-29T14:51:44+00:00 ― 8 min read

Machine Learning The Future of Decision-Making: PARL Explained

Discover how Policy Agnostic Reinforcement Learning changes machine decision-making.

Max Sobol Mark, Tian Gao, Georgia Gabriela Sampaio

2025-03-29T14:06:54+00:00 ― 7 min read

Computer Vision and Pattern Recognition Machines That Talk: The Image-Text Challenge

Discover how AI connects images and text in a groundbreaking way.

Alessandro Serra, Francesco Ortu, Emanuele Panizon

2025-03-29T12:30:36+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancements in Active Class-Incremental Learning

Discover new methods in machine learning for better class recognition.

Zitong Huang, Ze Chen, Yuanze Li

2025-03-29T10:54:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition Tackling Visual Bias in Computer Vision

New methods aim to minimize visual bias in AI models for better accuracy.

Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos

2025-03-29T09:18:00+00:00 ― 4 min read

Computer Vision and Pattern Recognition Enhancing AI's Spatial Awareness in Complex Environments

Improving language models for better object localization and interaction in 3D spaces.

Chun-Peng Chang, Alain Pagani, Didier Stricker

2025-03-29T07:41:42+00:00 ― 7 min read

Numerical Analysis Exploring Hilbert Spaces and Gaussian Kernels

Dive into the world of functions in Hilbert spaces and their applications.

Michael Gnewuch, Klaus Ritter, Robin Rüßmann

2025-03-29T04:53:50+00:00 ― 8 min read

Machine Learning Making Neural Networks Smarter with IMP

Discover how iterative magnitude pruning transforms neural networks for efficiency and performance.

William T. Redman, Zhangyang Wang, Alessandro Ingrosso

2025-03-29T03:40:57+00:00 ― 7 min read

Machine Learning Mastering Learning Rates in Machine Learning

Discover how learning rates impact the efficiency of algorithms.

Steve Hanneke, Mingyue Xu

2025-03-29T01:46:03+00:00 ― 5 min read

Computer Vision and Pattern Recognition Peeking Inside DETR: The Magic of Feature Inversion

Discover how feature inversion reveals the inner workings of DETR networks.

Jan Rathjens, Shirin Reyhanian, David Kappel

2025-03-29T01:16:30+00:00 ― 7 min read

Machine Learning The Role of Memory in Reinforcement Learning

Memory is crucial for agents to perform effectively in challenging environments.

Egor Cherepanov, Nikita Kachaev, Artem Zholus

2025-03-29T00:28:21+00:00 ― 7 min read

Machine Learning SimuDICE: The Future of Offline Reinforcement Learning

A novel framework that enhances decision-making through intelligent experience sampling.

Catalin E. Brita, Stephan Bongers, Frans A. Oliehoek

2025-03-28T22:03:54+00:00 ― 6 min read

Computation and Language Breaking Ground in Speech Synthesis

A look at generating speech without text using new audio methods.

Joonyong Park, Daisuke Saito, Nobuaki Minematsu

2025-03-28T19:46:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Smart Strategies for Image Segmentation

New active learning methods improve image labeling efficiency and accuracy.

Fei Wu, Pablo Marquez-Neila, Hedyeh Rafi-Tarii

2025-03-28T19:39:27+00:00 ― 6 min read

Computation and Language Gated DeltaNet: The Future of Language Understanding

A look at Gated DeltaNet and its impact on language models.

Songlin Yang, Jan Kautz, Ali Hatamizadeh

2025-03-28T17:15:00+00:00 ― 5 min read

Machine Learning Revolutionizing AI: EdgeD3 and the Future of Intelligent Systems

EdgeD3 algorithm boosts AI efficiency in real-time applications.

Alberto Sinigaglia, Niccolò Turcato, Ruggero Carli

2025-03-28T12:26:06+00:00 ― 7 min read

Robotics Drones that Learn on the Fly

Revolutionizing drone navigation with self-supervised learning and event cameras.

Jesse Hagenaars, Yilun Wu, Federico Paredes-Vallés

2025-03-28T11:37:57+00:00 ― 6 min read