Coding News and Research

RSS

Creativity through Human-AI Collaboration: The Role of Automated Feedback

This paper explores the pivotal role of generative AI in providing automated feedback to foster human creativity in innovation. The researchers conducted a series of experiments, utilizing generative AI to offer visual and numeric feedback in real-time. Preliminary insights indicate that visual feedback enhances perceived originality, imagination, and task competence, shedding light on the potential of AI-driven feedback in augmenting creative endeavors.

22 Nov 2023

Impact of Audio Quality, Familiarity, and Response Bias in Voice Recognition on Zoom

Researchers investigate the impact of audio quality, especially in video conferencing (Zoom), on human voice recognition. Findings suggest that Zoom and studio-quality audio outperform telephone audio, and listeners familiarized with Zoom audio trend towards improved recognition, highlighting the potential advantages of Zoom's speech coding mechanisms.

3 Nov 2023

Artificial Muses: Comparing Human and Generative AI Chatbots in Creativity

This study delves into the ongoing debate about whether Generative Artificial Intelligence (GAI) chatbots can rival human creativity. The findings indicate that GAI chatbots can generate original ideas comparable to humans, emphasizing the potential for synergy between humans and AI in the creative process, with chatbots serving as valuable creative assistants.

11 Oct 2023

MathCoder: Advancing Mathematical Reasoning with Language Models

Researchers introduce MathCoder, an open-source language model fine-tuned for mathematical reasoning. MathCoder achieves state-of-the-art performance among open-source models, emphasizing the integration of reasoning, code generation, and execution. However, it faces challenges with complex geometry and theorem-proving problems, leaving room for future improvements.

10 Oct 2023

UIBVFEDPlus-Light: Virtual facial expression dataset with realistic lighting

Researchers introduce the UIBVFEDPlus-Light database, an extension of the UIBVFED virtual facial expression dataset, to explore the critical impact of lighting conditions on automatic human expression recognition. The database includes 100 virtual characters expressing 33 distinct emotions under four lighting setups.

4 Oct 2023

Advancing Linguistic E-Learning with AI Innovations

Researchers have expanded an e-learning system for phonetic transcription with three AI-driven enhancements. These improvements include a speech classification module, a multilingual word-to-IPA converter, and an IPA-to-speech synthesis system, collectively enhancing linguistic education and phonetic transcription capabilities in e-learning environments.

29 Sep 2023

Revolutionizing Agriculture with AI: Crop Planting Density Optimization System

The Crop Planting Density Optimization System (CPDOS) harnesses the power of artificial intelligence, including genetic algorithms and neural networks, to optimize crop planting density for improved agricultural yields. This intelligent online system offers advanced tools for farmers to fine-tune planting density and fertilizer application, ultimately enhancing crop production while considering economic factors.

27 Sep 2023

Advancing Spiking Neural Networks: The NeuEvo Framework

Researchers introduce NeuEvo, a framework that enhances spiking neural networks (SNNs) by incorporating diverse neural circuits inspired by biological nervous systems. This approach utilizes unsupervised spike-timing-dependent plasticity (STDP) learning for network structure refinement, resulting in SNNs with superior performance in classification and reinforcement learning tasks.

26 Sep 2023

Introducing Code Llama: Powerful Language Models for Efficient Coding

The Code Llama family of Large Language Models (LLMs) presents a breakthrough in coding capabilities. These models excel at code infilling and comprehensive input support, making them efficient coders without the need for prior examples. With three model types, including Python-specific variations, they offer a versatile toolkit for various coding tasks, underpinned by unique training methods and extensive datasets.

24 Sep 2023