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A review of recent deep learning approaches in human-centered machine learning
After Deep Learning (DL) regained popularity recently, the Artificial Intelligence (AI) or
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
Machine Learning (ML) field is undergoing rapid growth concerning research and real-world …
The intersection of users, roles, interactions, and technologies in creativity support tools
Creativity Support Tools (CSTs) have become an integral part of artistic creation. The range
of CST technologies is broad—from fabricators to generative algorithms to robots. The …
of CST technologies is broad—from fabricators to generative algorithms to robots. The …
Generative disco: Text-to-video generation for music visualization
Visuals can enhance our experience of music, owing to the way they can amplify the
emotions and messages conveyed within it. However, creating music visualization is a …
emotions and messages conveyed within it. However, creating music visualization is a …
Creativity support in the age of large language models: An empirical study involving emerging writers
The development of large language models (LLMs) capable of following instructions and
engaging in conversational interactions sparked increased interest in their utilization across …
engaging in conversational interactions sparked increased interest in their utilization across …
Creativity Support in the Age of Large Language Models: An Empirical Study Involving Professional Writers
The development of large language models (LLMs) capable of following instructions and
engaging in conversational interactions has led to increased interest in their use across …
engaging in conversational interactions has led to increased interest in their use across …
A design space for writing support tools using a cognitive process model of writing
Improvements in language technology have led to an increasing interest in writing support
tools. In this paper we propose a design space for such tools based on a cognitive process …
tools. In this paper we propose a design space for such tools based on a cognitive process …
ContextCam: Bridging Context Awareness with Creative Human-AI Image Co-Creation
The rapid advancement of AI-generated content (AIGC) promises to transform various
aspects of human life significantly. This work particularly focuses on the potential of AIGC to …
aspects of human life significantly. This work particularly focuses on the potential of AIGC to …
The HaLLMark Effect: Supporting Provenance and Transparent Use of Large Language Models in Writing with Interactive Visualization
The use of Large Language Models (LLMs) for writing has sparked controversy both among
readers and writers. On one hand, writers are concerned that LLMs will deprive them of …
readers and writers. On one hand, writers are concerned that LLMs will deprive them of …
Portrayal: Leveraging nlp and visualization for analyzing fictional characters
Many creative writing tasks (eg, fiction writing) require authors to write complex narrative
components (eg, characterization, events, dialogue) over the course of a long story …
components (eg, characterization, events, dialogue) over the course of a long story …
DramatVis Personae: Visual text analytics for identifying social biases in creative writing
Implicit biases and stereotypes are often pervasive in different forms of creative writing such
as novels, screenplays, and children's books. To understand the kind of biases writers are …
as novels, screenplays, and children's books. To understand the kind of biases writers are …