Computer Science - Machine Learning

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Machine Learning Improving Neural Networks with ResidualDroppath

ResidualDroppath enhances feature reuse in neural networks for better learning.

Sejik Park

2025-05-23T10:15:09+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancements in RCC Diagnosis Through AI Techniques

New AI methods improve diagnosis of Renal Cell Carcinoma, enhancing treatment outcomes.

Mohamad Mohamad, Francesco Ponzio, Santa Di Cataldo

2025-05-23T10:02:06+00:00 ― 6 min read

Machine Learning Caravan MultiMet: A Resource for Water Management

Caravan MultiMet enhances water data for better management and predictions.

Guy Shalev, Frederik Kratzert

2025-05-23T09:09:54+00:00 ― 7 min read

Machine Learning Connecting Data: The Future of Graph Analysis

Learn how dual graph approaches enhance data analysis and predictions.

Victor M. Tenorio, Antonio G. Marques

2025-05-23T08:09:21+00:00 ― 5 min read

Social and Information Networks Addressing the Challenge of Fake News Detection

A new model improves detection of fake news across various contexts.

Shuzhi Gong, Richard O. Sinnott, Jianzhong Qi

2025-05-23T07:51:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Enhancing Patient Care with Medical Imaging

New methods boost predictions of future health issues using medical imaging.

Zepeng Huo, Jason Alan Fries, Alejandro Lozano

2025-05-23T07:25:30+00:00 ― 6 min read

Machine Learning Improving Large Language Models with AVA

A new method called AVA enhances alignment in language models for safer outputs.

Yuang Cai, Yuyu Yuan, Jinsheng Shi

2025-05-23T06:59:24+00:00 ― 4 min read

Machine Learning A New Way to Find Similar Proteins

POSH offers faster, more efficient protein similarity searches.

Jin Han, Wu-Jun Li

2025-05-23T06:39:20+00:00 ― 6 min read

Machine Learning Introducing the Time Deep Latent Gaussian Model

A new model for effective time series prediction.

Anton Johansson, Arunselvan Ramaswamy

2025-05-23T06:20:15+00:00 ― 6 min read

Machine Learning Speeding Up Spherical Data Analysis

New method improves comparison speed for spherical data.

Xinran Liu, Yikun Bai, Rocío Díaz Martín

2025-05-23T05:38:47+00:00 ― 4 min read

Computer Vision and Pattern Recognition Deepfakes: The Challenge of Distinguishing Reality

As deepfakes rise, the need for effective detection becomes crucial.

Sahibzada Adil Shahzad, Ammarah Hashmi, Yan-Tsung Peng

2025-05-23T05:01:57+00:00 ― 5 min read

Machine Learning Weight-Averaged Model-Merging in Deep Learning

A look at weight-averaged model-merging and its impact on deep learning performance.

Hu Wang, Congbo Ma, Ibrahim Almakky

2025-05-23T04:48:54+00:00 ― 7 min read

Machine Learning Optimizing Machine Learning for Everyday Devices

A new framework improves speed and memory for machine learning models on edge devices.

Jinjie Liu, Hang Qiu

2025-05-23T04:09:45+00:00 ― 6 min read

Machine Learning AI in Healthcare: The Need for Clarity

Understanding AI's role in medicine through explainable AI (XAI) techniques.

Qiyang Sun, Alican Akman, Björn W. Schuller

2025-05-23T02:51:27+00:00 ― 7 min read

Machine Learning Training Reinforcement Learning Agents with Large Language Models

Combining RL with LLM guidance improves learning through careful calibration.

Maryam Shoaeinaeini, Brent Harrison

2025-05-23T02:38:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition Reducing Bias in Multi-Modal Models

Research method improves responses in models by reducing bias in sensitive topics.

Neale Ratzlaff, Matthew Lyle Olson, Musashi Hinck

2025-05-23T01:59:15+00:00 ― 5 min read

Neurons and Cognition New Model Advances Brain Research

A novel approach enhances understanding of neuron interactions and their role in brain behavior.

Parsa Delavari, Ipek Oruc, Timothy H Murphy

2025-05-23T01:53:40+00:00 ― 7 min read

Machine Learning Debugging TinyML: A New Approach for Smart Devices

An innovative tool for on-device debugging in TinyML models enhances performance and reliability.

Nikhil P Ghanathe, Steven J E Wilton

2025-05-23T01:07:03+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Medical Image Classification with New Techniques

A fresh approach helps doctors better assess medical images.

Qixuan Jin, Walter Gerych, Marzyeh Ghassemi

2025-05-23T00:40:57+00:00 ― 5 min read

Machine Learning Ozone: Friend or Foe in Our Cities?

Understanding the dual nature of ozone and its impact on health and environment.

J. M. Sánchez Cerritos, J. A. Martínez-Cadena, A. Marín-López

2025-05-23T00:35:52+00:00 ― 5 min read

Machine Learning Using Machine Learning to Predict PTSD After Disasters

A new approach to identify PTSD risk using machine learning techniques.

Ayesha Siddiqua, Atib Mohammad Oni, Abu Saleh Musa Miah

2025-05-22T23:22:39+00:00 ― 8 min read

Computation and Language Advancements in Machine Translation with Cycle Consistency

Explore how cycle consistency and language models enhance machine translation quality.

Jianqiao Wangni

2025-05-22T23:13:14+00:00 ― 7 min read

Artificial Intelligence AI and Group Decision-Making: Finding Balance

Exploring how AI can align diverse preferences over time.

Toryn Q. Klassen, Parand A. Alamdari, Sheila A. McIlraith

2025-05-22T22:56:33+00:00 ― 6 min read

Artificial Intelligence How Consideration Makes AI Work Better

Being nice helps AI serve humans more effectively.

Parand A. Alamdari, Toryn Q. Klassen, Rodrigo Toro Icarte

2025-05-22T21:51:18+00:00 ― 6 min read

Machine Learning Modeling Event Timing Amid Uncertainty

A new model addresses the challenge of uncertain event timing in various fields.

Xiuyuan Cheng, Tingnan Gong, Yao Xie

2025-05-22T21:50:36+00:00 ― 5 min read

Machine Learning Flexible Language Models for Every Device

A new system enhances adaptability of large language models across devices.

Yonggan Fu, Zhongzhi Yu, Junwei Li

2025-05-22T21:38:15+00:00 ― 5 min read

Quantitative Methods Advancements in SERS Combining Deep Learning for Health Insights

Research merges SERS and deep learning for better health diagnostics using urine samples.

Jihan K. Zaki, Jakub Tomasik, Jade A. McCune

2025-05-22T21:08:00+00:00 ― 6 min read

Machine Learning Addressing the Dying ReLU Problem with HeLU

HeLU activation function solves ReLU’s limitations for deep learning models.

Moshe Kimhi, Idan Kashani, Avi Mendelson

2025-05-22T20:46:03+00:00 ― 6 min read

Machine Learning Classifier Chain Networks: A New Approach to Multi-Label Classification

This model offers a fresh method for analyzing complex data with multiple categories.

Daniel J. W. Touw, Michel van de Velden

2025-05-22T20:27:58+00:00 ― 6 min read

Machine Learning Aligning AI with Less Data: A Smart Approach

Discover how AI alignment can be achieved with smaller, high-quality datasets.

Amrit Khera, Rajat Ghosh, Debojyoti Dutta

2025-05-22T19:14:42+00:00 ― 5 min read

Machine Learning TAMA: A New Approach to Anomaly Detection

TAMA offers innovative solutions for detecting time series anomalies with clear insights.

Jiaxin Zhuang, Leon Yan, Zhenwei Zhang

2025-05-22T19:05:20+00:00 ― 6 min read

Machine Learning SoftLM: Efficient Language Model Compression

SoftLM makes language models smaller and faster for everyday use.

Priyansh Bhatnagar, Linfeng Wen, Mingu Kang

2025-05-22T19:01:39+00:00 ― 7 min read

Computation and Language How Prompt Formatting Shapes AI Responses

Explore the impact of question styles on AI model performance.

Jia He, Mukund Rungta, David Koleczek

2025-05-22T18:48:36+00:00 ― 5 min read

Machine Learning SmoothCache: Speeding Up Diffusion Transformers

A new technique to accelerate Diffusion Transformers without losing quality.

Joseph Liu, Joshua Geddes, Ziyu Guo

2025-05-22T18:09:27+00:00 ― 6 min read

Optimization and Control Introducing the Learned Proximal Alternating Minimization Algorithm

A new algorithm offering solutions to complex optimization problems.

Yunmei Chen, Lezhi Liu, Lei Zhang

2025-05-22T18:06:15+00:00 ― 5 min read

Computer Vision and Pattern Recognition Advancing Scene Understanding with TESGNN

TESGNN enhances machine scene understanding through temporal and spatial data processing.

Quang P. M. Pham, Khoi T. N. Nguyen, Lan C. Ngo

2025-05-22T17:56:24+00:00 ― 7 min read

Machine Learning Understanding Activation Sparsity in Language Models

Exploring activation sparsity to improve language model efficiency.

Yuqi Luo, Chenyang Song, Xu Han

2025-05-22T17:42:42+00:00 ― 5 min read

Computer Vision and Pattern Recognition A Unified Approach to Learning from Different Types of Information

This new method simplifies how computers learn from text, images, sounds, and videos.

G. Thomas Hudson, Dean Slack, Thomas Winterbottom

2025-05-22T17:30:18+00:00 ― 8 min read

Machine Learning Personalized Learning for Smart Devices

Learn how devices train themselves while keeping your data safe.

Md-Ferdous Pervej, Andreas F. Molisch

2025-05-22T17:27:20+00:00 ― 6 min read

Machine Learning Advancing Word Boundary Detection in Speech Processing

A new method improves machines' ability to detect word boundaries in speech.

Simone Carnemolla, Salvatore Calcagno, Simone Palazzo

2025-05-22T16:12:00+00:00 ― 5 min read