Artificial Intelligence

Computer Vision and Pattern Recognition PTQ4VM: A New Path for Visual Mamba

PTQ4VM enhances Visual Mamba's performance through innovative quantization methods.

Younghyun Cho, Changhun Lee, Seonggon Kim

2025-01-19T08:08:15+00:00 ― 7 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

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

Software Engineering The Rise of Software Engineering Agents

Discover how software engineering agents are transforming coding efficiency.

Jiayi Pan, Xingyao Wang, Graham Neubig

2025-01-19T00:54:54+00:00 ― 5 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 The Future of Audio Assistants: AQA-K

Audio assistants are getting smarter with AQA-K, enhancing responses through knowledge.

Abhirama Subramanyam Penamakuri, Kiran Chhatre, Akshat Jain

2025-01-18T22:32:42+00:00 ― 6 min read

Computer Vision and Pattern Recognition Meet Vinci: Your Smart Life Assistant

Vinci makes daily tasks easier with hands-free help and real-time guidance.

Yifei Huang, Jilan Xu, Baoqi Pei

2025-01-18T22:30:27+00:00 ― 7 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

Methodology Synthetic Data: Safeguarding Health Research Privacy

Synthetic data offers a secure way to analyze health information without privacy risks.

Marta Cipriani, Lorenzo Di Rocco, Maria Puopolo

2025-01-18T18:31:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Diffusion Models: A New Path to Creativity

A fresh approach to enhance diffusion models for better image generation.

Zhiyu Tan, WenXu Qian, Hesen Chen

2025-01-18T18:29:42+00:00 ― 8 min read

Computer Vision and Pattern Recognition Reviving Blurry Faces: The Science of Restoration

Discover how blind face restoration brings clarity to blurry images.

Wanglong Lu, Jikai Wang, Tao Wang

2025-01-18T17:41:33+00:00 ― 6 min read

Machine Learning How Machine Learning is Transforming Semiconductor Routing

Discover the impact of machine learning on semiconductor design and routing efficiency.

Heejin Choi, Minji Lee, Chang Hyeong Lee

2025-01-18T16:53:24+00:00 ― 6 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

Robotics Robots and Deformable Objects: A New Taxonomy

Scientists develop a system for robots to handle soft objects with skill.

David Blanco-Mulero, Yifei Dong, Julia Borras

2025-01-18T12:04:30+00:00 ― 7 min read

Machine Learning The Sneaky Side of Machine Learning

Discover the tricks behind adversarial attacks on AI models.

Mohamed Djilani, Salah Ghamizi, Maxime Cordy

2025-01-18T11:16:21+00:00 ― 6 min read

Neural and Evolutionary Computing Accelerating Network Optimization with Genetic Algorithms

Discover how GAPA speeds up network optimization using genetic algorithms.

Shanqing Yu, Meng Zhou, Jintao Zhou

2025-01-18T10:28:12+00:00 ― 5 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 A New Era in Visual Question Answering

Advancements in AI enhance visual question answering capabilities.

Junxiao Xue, Quan Deng, Fei Yu

2025-01-18T05:39:18+00:00 ― 6 min read

General Relativity and Quantum Cosmology Harnessing AI to Decode Gravitational Waves

A new model helps scientists analyze cosmic signals more efficiently.

Chayan Chatterjee, Abigail Petulante, Karan Jani

2025-01-18T05:30:52+00:00 ― 6 min read

Computer Vision and Pattern Recognition Brightening Up Low-Light Photos with New Techniques

Innovative methods bring clarity to dark images, transforming our nighttime captures.

Han Zhou, Wei Dong, Xiaohong Liu

2025-01-18T04:51:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition Streamlining Deep Learning with Attention Maps

A new routing method enhances deep learning model efficiency using attention maps.

Advait Gadhikar, Souptik Kumar Majumdar, Niclas Popp

2025-01-18T03:14:51+00:00 ― 5 min read

Systems and Control Navigating Uncertainty: The Future of Stochastic Control

Discover how advanced control systems adapt to randomness in real-world applications.

Saiedeh Akbari, Cristian F. Nino, Omkar Sudhir Patil

2025-01-18T02:48:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Video Insights: LINK Method

LINK method improves understanding of videos by syncing audio and visuals effectively.

Langyu Wang, Bingke Zhu, Yingying Chen

2025-01-18T02:26:42+00:00 ― 4 min read

Distributed, Parallel, and Cluster Computing Drones: Your New Guide in the Sky

Smart drones assist visually impaired individuals navigate safely and independently.

Suman Raj, Radhika Mittal, Harshil Gupta

2025-01-18T00:50:24+00:00 ― 6 min read

Computation and Language Understanding the Knowledge Gap in LLMs

Researchers find ways to improve how large language models express their knowledge.

Xingjian Tao, Yiwei Wang, Yujun Cai

2025-01-18T00:02:15+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

Computer Vision and Pattern Recognition Deepfake Detection: A Growing Concern

Innovative methods emerge to combat the rise of realistic deepfakes.

Yi Zhang, Weize Gao, Changtao Miao

2025-01-17T22:25:57+00:00 ― 7 min read

Machine Learning Revolutionizing Deep Learning Operator Design

A new framework simplifies deep learning operators, enhancing accuracy and usability for developers.

Qi Zhan, Xing Hu, Xin Xia

2025-01-17T22:10:22+00:00 ― 6 min read

Computer Vision and Pattern Recognition ReFlow6D: A New Way for Robots to Handle Transparent Objects

ReFlow6D helps robots grab and analyze transparent objects more effectively.

Hrishikesh Gupta, Stefan Thalhammer, Jean-Baptiste Weibel

2025-01-17T21:37:48+00:00 ― 7 min read

Machine Learning Revolutionizing Time Series Forecasting with TimeRAF

TimeRAF enhances predictions using past data and external knowledge.

Huanyu Zhang, Chang Xu, Yi-Fan Zhang

2025-01-17T20:01:30+00:00 ― 6 min read

Information Theory Smart Networks: The Future of Wireless Communication

Discover the next leap in wireless communication with multi-task networks and AI.

Tianyue Zheng, Linglong Dai

2025-01-17T19:59:30+00:00 ― 6 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

Bioinformatics GPT-4V: Redefining Machine Learning in Medicine

GPT-4V enhances medical image analysis with fewer examples and clear reasoning.

Zhicheng Ji, W. Hou, Y. Qu

2025-01-17T17:31:18+00:00 ― 6 min read

Machine Learning Navigating Out-of-Distribution Data with New Methods

A fresh method enhances deep neural networks in handling unknown data.

Yang Chen, Chih-Li Sung, Arpan Kusari

2025-01-17T17:05:11+00:00 ― 6 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

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