awesome-HAI
A curated list of awesome Human-AI Interaction
https://github.com/bwang514/awesome-HAI
Last synced: 26 days ago
JSON representation
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Research Papers
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Neural Information Processing Systems (NeurIPS)
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Communications of the ACM (CACM)
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ACM Conference on Human Factors in Computing Systems (CHI)
- Re-examining Whether, Why, and How Human-AI Interaction Is Uniquely Difficult to Design
- Questioning the AI: Informing Design Practices for Explainable AI User Experiences
- Studying the Effects of Cognitive Biases in Evaluation of Conversational Agents
- Guidelines for Human-AI Interaction
- Caring for Vincent: A Chatbot for Self-compassion
- What Makes a Good Conversation? Challenges in Designing Truly Conversational Agents
- Metaphoria: An Algorithmic Companion for Metaphor Creation
- Implicit Communication of Actionable Information in Human-AI teams
- AI-Mediated Communication: How the Perception that Profile Text was Written by AI Affects Trustworthiness
- Designing Theory-Driven User-Centric Explainable AI
- Will You Accept an Imperfect AI? Exploring Designs for Adjusting End-user Expectations of AI Systems
- ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning
- Resilient Chatbots: Repair Strategy Preferences for Conversational Breakdowns
- In a Silent Way: Communication Between AI and Improvising Musicians Beyond Sound
- Beyond Dyadic Interactions: Considering Chatbots as Community Members
- An Exploration of Speech-Based Productivity Support in the Car
- Exploring Factors that Influence Connected Drivers to (Not) Use or Follow Recommended Optimal Routes
- SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network
- Hands Holding Clues for Object Recognition in Teachable Machines
- Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models
- Cognitive Load Estimation in the Wild
- Emotional Dialogue Generation using Image-Grounded Language Models
- Evorus: A Crowd-powered Conversational Assistant Built to Automate Itself Over Time
- Deep Thermal Imaging: Proximate Material Type Recognition in the Wild through Deep Learning of Spatial Surface Temperature Patterns
- Trends and Trajectories for Explainable, Accountable and Intelligible Systems: An HCI Research Agenda
- People with Visual Impairment Training Personal Object Recognizers: Feasibility and Challenges
- Modeling Human Visual Search Performance on Realistic Webpages Using Analytical and Deep Learning Methods
- Affective State Prediction Based on Semi-Supervised Learning from Smartphone Touch Data
- Automated Class Discovery and One-Shot Interactions for Acoustic Activity Recognition
- Optimizing User Interface Layouts via Gradient Descent
- AL: An Adaptive Learning Support System for Argumentation Skills
- RecipeScape: An Interactive Tool for Analyzing Cooking Instructions at Scale
- Unremarkable AI: Fitting Intelligent Decision Support into Critical, Clinical Decision-Making Processes
- EarBuddy: Enabling On-Face Interaction via Wireless Earbuds
- Novice-AI Music Co-Creation via AI-Steering Tools for Deep Generative Models
- Predicting Human Performance in Vertical Menu Selection Using Deep Learning
- “Like Having a Really bad PA”: The Gulf between User Expectation and Experience of Conversational Agents
- What is AI Literacy? Competencies and Design Considerations
- HindSight: Enhancing Spatial Awareness by Sonifying Detected Objects in Real-Time 360-Degree Video
- EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding
- Mental Models of AI Agents in a Cooperative Game Setting
- All Work and No Play? Conversations with a Question-and-Answer Chatbot in the Wild
- DeepWriting: Making Digital Ink Editable via Deep Generative Modeling
- Cognitive Load Estimation in the Wild
- Predicting Mid-Air Interaction Movements and Fatigue Using Deep Reinforcement Learning
- "Why is 'Chicago' deceptive?" Towards Building Model-Driven Tutorials for Humans
- OralCam: Enabling Self-Examination and Awareness of Oral Health Using a Smartphone Camera
- Unremarkable AI: Fitting Intelligent Decision Support into Critical, Clinical Decision-Making Processes
- Touch Your Heart: A Tone-aware Chatbot for Customer Care on Social Media
- ExtVision: Augmentation of Visual Experiences with Generation of Context Images for a Peripheral Vision Using Deep Neural Network
- Co-Designing Checklists to Understand Organizational Challenges and Opportunities around Fairness in AI
- Enemy Within: Long-term Motivation Effects of Deep Player Behavior Models for Dynamic Difficulty Adjustment
- A Human-Centered Evaluation of a Deep Learning System Deployed in Clinics for the Detection of Diabetic Retinopathy
- Reinforcement Learning for the Adaptive Scheduling of Educational Activities
- What Makes a Good Conversation? Challenges in Designing Truly Conversational Agents
- ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning
- Exploring Factors that Influence Connected Drivers to (Not) Use or Follow Recommended Optimal Routes
- Automation Accuracy Is Good, but High Controllability May Be Better
- HindSight: Enhancing Spatial Awareness by Sonifying Detected Objects in Real-Time 360-Degree Video
- QuizBot: A Dialogue-based Adaptive Learning System for Factual Knowledge
- In a Silent Way: Communication Between AI and Improvising Musicians Beyond Sound
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ACM User Interface and Software Technology Symposium (UIST)
- Type, Then Correct: Intelligent Text Correction Techniques for Mobile Text Entry Using Neural Networks
- Learning Cooperative Personalized Policies from Gaze Data
- Ubicoustics: Plug-and-Play Acoustic Activity Recognition
- Learning Visual Importance for Graphic Designs and Data Visualizations
- Rico: A Mobile App Dataset for Building Data-Driven Design Applications
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ACM Annual Meeting of the Intelligent User Interfaces Community (IUI)
- When People and Algorithms Meet: Assessing User-reported Problems to Inform Support in Intelligent Everyday Applications
- SearchLens: Composing and Capturing Complex User Interests for Exploratory Search
- BigBlueBot: Teaching Strategies for Successful Human-Agent Interactions
- The Effect of Explanations and Algorithmic Accuracy on Visual Recommender Systems of Artistic Images
- To Explain or not to Explain: the Effects of Personal Characteristics when Explaining Music Recommendations
- AlterEgo: A Personalized Wearable Silent Speech Interface
- Creative Writing with a Machine in the Loop: Case Studies on Slogans and Stories
- Detecting Memory-Based Interaction Obstacles with a Recurrent Neural Model of User Behavior
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ACM Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/UbiComp)
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IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE InfoVis, VAST, SciVis)
- CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization
- explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning
- DeepVID: Deep Visual Interpretation and Diagnosis for Image Classifiers via Knowledge Distillation
- SANVis: Visual Analytics for Understanding Self-Attention Networks
- Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
- Evaluating 'Graphical Perception' with CNNs
- InkPlanner: Supporting Prewriting via Intelligent Visual Diagramming
- Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations
- DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks
- Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers
- LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks
- GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation
- ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models
- CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization
- SANVis: Visual Analytics for Understanding Self-Attention Networks
- Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models
- Evaluating 'Graphical Perception' with CNNs
- InkPlanner: Supporting Prewriting via Intelligent Visual Diagramming
- Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations
- DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks
- LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks
- GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation
- ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models
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Computer Graphics Forum (Proceedings of EuroVis and EuroGraphics)
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Fairness, Accountability, and Transparency in Machine Learning (FAT/ML)
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Association for the Advancement of Artificial Intelligence (AAAI)
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International Conference on Machine Learning (ICML)
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Educational Data Mining (EDM)
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Proceedings of the National Academy of Sciences (PNAS)
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Distill
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arXiv
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Courses
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arXiv
- Software Engineering for AI-Enabled Systems (SE4AI)
- Human-AI Interaction
- Intelligent User Interfaces Studio
- Crowdsourcing & Crowd-AI Systems
- Human-centered Machine Learning
- Designing AI to Cultivate Human Well-Being - Fei Li |
- Data and Visual Analytics
- Intelligent Decision Support: History, Paradigms, Applications
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Programming Languages
Categories
Sub Categories
ACM Conference on Human Factors in Computing Systems (CHI)
61
IEEE Transactions on Visualization and Computer Graphics (Proceedings of IEEE InfoVis, VAST, SciVis)
23
arXiv
11
ACM Annual Meeting of the Intelligent User Interfaces Community (IUI)
8
ACM User Interface and Software Technology Symposium (UIST)
5
Neural Information Processing Systems (NeurIPS)
3
Proceedings of the National Academy of Sciences (PNAS)
3
ACM Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/UbiComp)
2
Communications of the ACM (CACM)
2
Association for the Advancement of Artificial Intelligence (AAAI)
2
Distill
2
Computer Graphics Forum (Proceedings of EuroVis and EuroGraphics)
2
Educational Data Mining (EDM)
1
Fairness, Accountability, and Transparency in Machine Learning (FAT/ML)
1
International Conference on Machine Learning (ICML)
1