Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
Paper • 2305.03509 • Published • 1
AI & ML interests
Human-centered AI, deep learning interpretation and visualization, responsible AI, large graph mining and visualization
AnthonyPeng
authored 8
papers 7 months ago
RobArch: Designing Robust Architectures against Adversarial Attacks
Paper • 2301.03110 • Published • 1
CompCap: Improving Multimodal Large Language Models with Composite Captions
Paper • 2412.05243 • Published • 20
LLM Self Defense: By Self Examination, LLMs Know They Are Being Tricked
Paper • 2308.07308 • Published
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
Paper • 2405.17374 • Published • 1
Robust Principles: Architectural Design Principles for Adversarially Robust CNNs
Paper • 2308.16258 • Published
Large Reasoning Models Learn Better Alignment from Flawed Thinking
Paper • 2510.00938 • Published • 60
Shape it Up! Restoring LLM Safety during Finetuning
Paper • 2505.17196 • Published • 1
bhoov
authored 3
papers over 1 year ago
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models
Paper • 2210.14896 • Published • 3
Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion
Paper • 2305.03509 • Published • 1
Transformer Explainer: Interactive Learning of Text-Generative Models
Paper • 2408.04619 • Published • 175
aereecho
authored a
paper over 1 year ago
polochau
authored 6
papers over 1 year ago
GAM Coach: Towards Interactive and User-centered Algorithmic Recourse
Paper • 2302.14165 • Published
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models
Paper • 1704.01942 • Published
WebSHAP: Towards Explaining Any Machine Learning Models Anywhere
Paper • 2303.09545 • Published
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers
Paper • 1801.06889 • Published
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation
Paper • 1809.01587 • Published
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning
Paper • 1904.05419 • Published