Tutorial Reading Group 2024 #7

The 7th tutorial reading group 2024 will be held on 25th July 2024, Thursday 13:00-16:00 online via Teams. Ms. Yi Zhang will give us a talk on “Robustness Verification of Text-to-Image Diffusion Models against Stochastic Perturbation”.

Teams Link

Meeting ID: 329 001 692 429

Passcode: 3uYqGo

Reference:

• [1] The recent rise of diffusion-based models
• [2] Denoising Diffusion Probabilistic Models
• [3] What are Diffusion Models?
• [4] Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
• [5] High-Resolution Image Synthesis With Latent Diffusion Models
• [6] Hierarchical Text-Conditional Image Generation with CLIP Latents
• [7] Evaluating the Robustness of Text-to-image Diffusion Models against Real-world Attacks
• [8] A Pilot Study of Query-Free Adversarial Attack Against Stable Diffusion
• [9] RIATIG: Reliable and Imperceptible Adversarial Text-to-Image Generation With Natural Prompts
• [10] ProTIP: Probabilistic Robustness Verification on Text-to-Image Diffusion Models against Stochastic Perturbation

Slides:

• Slides is available here!