{"total":18,"rows":[{"id":"2211.05105","title":"Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models","created":"2022-11-09","cited_by_count":513,"area":"diffusion"},{"id":"2210.17432","title":"SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control","created":"2022-10-31","cited_by_count":194,"area":"diffusion"},{"id":"2410.23054","title":"Controlling Language and Diffusion Models by Transporting Activations","created":"2024-10-30","cited_by_count":68,"area":"diffusion"},{"id":"2303.06574","title":"Diffusion Models for Non-autoregressive Text Generation: A Survey","created":"2023-03-12","cited_by_count":44,"area":"diffusion"},{"id":"2311.17695","title":"Fair Text-to-Image Diffusion via Fair Mapping","created":"2023-11-29","cited_by_count":31,"area":"diffusion"},{"id":"2503.09790","title":"Constrained Discrete Diffusion","created":"2025-03-12","cited_by_count":17,"area":"diffusion"},{"id":"2307.16680","title":"On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook","created":"2023-07-31","cited_by_count":15,"area":"diffusion"},{"id":"2408.04220","title":"Diffusion Guided Language Modeling","created":"2024-08-08","cited_by_count":15,"area":"diffusion"},{"id":"2506.01121","title":"Neuro-Symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation","created":"2025-06-01","cited_by_count":10,"area":"diffusion"},{"id":"2502.19765","title":"EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models","created":"2025-02-27","cited_by_count":4,"area":"diffusion"},{"id":"2601.21647","title":"ILRR: Inference-Time Steering Method for Masked Diffusion Language Models","created":"2026-01-29","cited_by_count":4,"area":"diffusion"},{"id":"2410.12700","title":"Embedding an Ethical Mind: Aligning Text-to-Image Synthesis via Lightweight Value Optimization","created":"2024-10-16","cited_by_count":2,"area":"diffusion"},{"id":"2510.26200","title":"Don't Let It Fade: Preserving Edits in Diffusion Language Models via Token Timestep Allocation","created":"2025-10-30","cited_by_count":2,"area":"diffusion"},{"id":"2605.08116","title":"The Safety-Aware Denoiser for Text Diffusion Models","created":"2026-04-28","cited_by_count":2,"area":"diffusion"},{"id":"2605.29626","title":"DLM-SWAI: Steering Diffusion Language Models Before They Unmask","created":"2026-05-28","cited_by_count":2,"area":"diffusion"},{"id":"2502.05066","title":"Beautiful Images, Toxic Words: Understanding and Addressing Offensive Text in Generated Images","created":"2025-02-07","cited_by_count":0,"area":"diffusion"},{"id":"2609.35924","title":"Grab a Coffee: Future-Aware Guidance for Discrete Diffusion with Compiled Objectives","created":"2026-09-28","cited_by_count":0,"area":"diffusion"},{"id":"2610.17636","title":"The Tokens Strike Back: Safety-Aware Denoising with Directional Embedding-based Revision","created":"2026-10-13","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}