Computer Science - Artificial Intelligence

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Cryptography and Security The Growing Threat of Adversarial Attacks on Language Models

Adversarial attacks challenge the safety of large language models, risking trust and accuracy.

Atmane Ayoub Mansour Bahar, Ahmad Samer Wazan

2025-01-21T04:16:30+00:00 ― 5 min read

Computation and Language Automated Information Extraction: Simplifying Complex Documents

Learn how AIE helps extract information from Hybrid Long Documents.

Chongjian Yue, Xinrun Xu, Xiaojun Ma

2025-01-21T03:28:21+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Inverse Problems with CA-DPS

CA-DPS brings new hope for solving inverse problems in imaging.

Shayan Mohajer Hamidi, En-Hui Yang

2025-01-20T23:27:36+00:00 ― 6 min read

Computer Vision and Pattern Recognition Mastering Table Recognition with VLLMs and NGTR

Advancements in table recognition using VLLMs improve performance with low-quality images.

Yitong Zhou, Mingyue Cheng, Qingyang Mao

2025-01-20T17:50:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition Latent Drift: The Future of Medical Imaging

A new method is transforming how medical images are created for better healthcare.

Yousef Yeganeh, Ioannis Charisiadis, Marta Hasny

2025-01-20T17:02:24+00:00 ― 8 min read

Trading and Market Microstructure A Game-Changer in Trading Strategies

New trading framework uses multiple agents for smarter decisions and better returns.

Yijia Xiao, Edward Sun, Di Luo

2025-01-20T15:32:40+00:00 ― 6 min read

Artificial Intelligence New Methods to Evaluate Policies Quickly

Researchers find ways to estimate long-term outcomes using short-term data.

Hyunji Nam, Allen Nie, Ge Gao

2025-01-20T14:37:57+00:00 ― 7 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

Computer Vision and Pattern Recognition The Object Hallucination Challenge in AI Models

LVLMs struggle with recognizing reality, risking serious consequences.

Ashish Seth, Dinesh Manocha, Chirag Agarwal

2025-01-20T11:25:21+00:00 ― 5 min read

Robotics Point Cloud Registration: Aligning Perspectives in Robotics

Discover how point cloud registration helps robots understand their environment.

Ziyuan Qin, Jongseok Lee, Rudolph Triebel

2025-01-20T09:49:03+00:00 ― 6 min read

Machine Learning MATEY: A New Tool for Complex Physical Systems

MATEY revolutionizes modeling of complex physical systems for energy and climate.

Pei Zhang, M. Paul Laiu, Matthew Norman

2025-01-20T09:00:54+00:00 ― 7 min read

Computation and Language Large Language Models: Challenges and Solutions

Exploring the performance of LLMs and ways to improve their capabilities.

Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina

2025-01-20T07:24:36+00:00 ― 6 min read

Machine Learning Kryptonite-N: Challenging Machine Learning Myths

A dataset that tests the limits of machine learning algorithms.

Albus Li, Nathan Bailey, Will Sumerfield

2025-01-20T06:36:27+00:00 ― 7 min read

Artificial Intelligence How Robots Learn: A Deep Dive

Explore the fascinating ways robots learn from humans and their environments.

Sao Mai Nguyen

2025-01-20T05:48:18+00:00 ― 6 min read

Multiagent Systems The Dynamics of Multi-Agent Reinforcement Learning

Exploring the challenges and strategies in multi-agent environments.

Neil De La Fuente, Miquel Noguer i Alonso, Guim Casadellà

2025-01-19T23:23:06+00:00 ― 7 min read

Machine Learning Advancing Offline Reinforcement Learning with Goal-Conditioned Data Augmentation

Enhancing offline reinforcement learning by improving training data quality.

Xingshuai Huang, Di Wu Member, Benoit Boulet

2025-01-19T21:46:48+00:00 ― 7 min read

Sound Transforming Voice Synthesis with Stable-TTS

Discover how Stable-TTS improves text-to-speech technology for a human-like experience.

Wooseok Han, Minki Kang, Changhun Kim

2025-01-19T18:17:06+00:00 ― 7 min read

Computation and Language Machine Unlearning: The Future of AI Safety

Discover how MOLLM improves LLMs by erasing harmful data efficiently.

Zibin Pan, Shuwen Zhang, Yuesheng Zheng

2025-01-19T11:20:51+00:00 ― 6 min read

Computation and Language Natural Language Fine-Tuning: A Game Changer

Revolutionizing model training with efficient natural language guidance.

Jia Liu, Yue Wang, Zhiqi Lin

2025-01-19T07:20:06+00:00 ― 6 min read

Computation and Language LLM2: A Step Towards Smarter AI

LLM2 framework improves language models by mimicking human reasoning.

Cheng Yang, Chufan Shi, Siheng Li

2025-01-19T06:31:57+00:00 ― 6 min read

Computation and Language HindiLLM: A New Dawn for Hindi Processing

HindiLLM empowers Hindi language processing, bridging technological gaps.

Sanjay Chouhan, Shubha Brata Nath, Aparajita Dutta

2025-01-19T04:55:39+00:00 ― 7 min read

Machine Learning New Hope for Alzheimer's Treatment through Drug Repurposing

Exploring innovative strategies for Alzheimer's using existing drugs.

Seungyeon Lee, Ruoqi Liu, Feixiong Cheng

2025-01-19T04:41:28+00:00 ― 7 min read

Artificial Intelligence Aviary: Training Language Agents for Science

Discover how Aviary trains AI to tackle complex scientific challenges in innovative ways.

Siddharth Narayanan, James D. Braza, Ryan-Rhys Griffiths

2025-01-19T02:31:12+00:00 ― 7 min read

Computation and Language Adapting Language Models: A New Approach to Russian

Learn how LEP helps language models adapt to Russian efficiently.

Mikhail Tikhomirov, Daniil Chernyshev

2025-01-19T01:43:03+00:00 ― 6 min read

Artificial Intelligence Revolutionizing Search: The Future of Algorithms

A new method enhances search efficiency using parallel processing and external memory.

Lior Siag, Shahaf S. Shperberg, Ariel Felner

2025-01-19T00:06:45+00:00 ― 6 min read

Machine Learning Navigating Fairness in Generative AI

Ensuring equity in AI systems is essential for responsible technology deployment.

Thomas P. Zollo, Nikita Rajaneesh, Richard Zemel

2025-01-18T20:06:00+00:00 ― 7 min read

Cryptography and Security Securing the Cloud: A New Approach

Proactive strategies using AI aim to fortify cloud security against emerging threats.

Yuyang Zhou, Guang Cheng, Kang Du

2025-01-18T19:17:51+00:00 ― 7 min read

Computation and Language Planning with AI: Crafting Success

Explore how AI agents learn to plan by crafting in Minecraft.

Gautier Dagan, Frank Keller, Alex Lascarides

2025-01-18T16:05:15+00:00 ― 8 min read

Computation and Language Streamlining AI Reasoning for Efficiency

Learn how rationale reduction enhances AI communication without unnecessary details.

Joonwon Jang, Jaehee Kim, Wonbin Kweon

2025-01-18T12:52:39+00:00 ― 6 min read

Artificial Intelligence Building Knowledge Graphs with Large Language Models

Learn how to efficiently create Knowledge Graphs using advanced models and frameworks.

Xiaohan Feng, Xixin Wu, Helen Meng

2025-01-18T06:27:27+00:00 ― 6 min read

Computer Vision and Pattern Recognition Innovations in Wind Turbine Blade Inspection

New methods improve wind turbine blade damage detection using advanced image segmentation techniques.

Shubh Singhal, Raül Pérez-Gonzalo, Andreas Espersen

2025-01-17T23:14:06+00:00 ― 6 min read

Sound The Rise of Text-to-Audio Technology

Discover how text can transform into audio with cutting-edge models.

Chia-Yu Hung, Navonil Majumder, Zhifeng Kong

2025-01-17T21:52:12+00:00 ― 3 min read

Cryptography and Security Balancing Privacy and Explainability in AI

Discover the challenge of combining privacy and explainability in high-stakes AI systems.

Supriya Manna, Niladri Sett

2025-01-17T18:25:12+00:00 ― 7 min read

Machine Learning Revolutionizing Time Series Analysis with FEI

FEI offers a new way to analyze time series data effectively.

En Fu, Yanyan Hu

2025-01-17T17:37:03+00:00 ― 7 min read

Computation and Language Cultural Bias in Language Models: A Growing Concern

Examining the impact of cultural bias in language models and the need for diverse representation.

Huihan Li, Arnav Goel, Keyu He

2025-01-17T16:48:54+00:00 ― 4 min read

Machine Learning Predicting Parkinson's: New Tools for the Future

Machine learning offers hope for better predicting Parkinson's disease progression.

Abhinav Roy, Bhavesh Gyanchandani, Aditya Oza

2025-01-17T16:00:45+00:00 ― 6 min read

Artificial Intelligence HunyuanProver: A Leap in Theorem Proving

Discover how HunyuanProver changes the way we tackle complex math problems.

Yang Li, Dong Du, Linfeng Song

2025-01-17T15:12:36+00:00 ― 6 min read

Numerical Analysis New Activation Function Boosts Neural Network Performance

A fresh activation function enhances neural networks for solving complex physical problems.

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

2025-01-17T12:47:46+00:00 ― 5 min read