{"total":18,"rows":[{"id":"2310.16834","title":"Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution","created":"2023-10-25","cited_by_count":745,"area":"diffusion"},{"id":"2406.04329","title":"Simplified and Generalized Masked Diffusion for Discrete Data","created":"2024-06-06","cited_by_count":626,"area":"diffusion"},{"id":"2102.05379","title":"Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions","created":"2021-02-10","cited_by_count":574,"area":"diffusion"},{"id":"2208.04202","title":"Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning","created":"2022-08-08","cited_by_count":373,"area":"diffusion"},{"id":"2412.10193","title":"Simple Guidance Mechanisms for Discrete Diffusion Models","created":"2024-12-13","cited_by_count":155,"area":"diffusion"},{"id":"2410.21357","title":"Energy-Based Diffusion Language Models for Text Generation","created":"2024-10-28","cited_by_count":89,"area":"diffusion"},{"id":"2308.07037","title":"Bayesian Flow Networks","created":"2023-08-14","cited_by_count":63,"area":"diffusion"},{"id":"2405.16441","title":"Categorical Flow Matching on Statistical Manifolds","created":"2024-05-26","cited_by_count":47,"area":"diffusion"},{"id":"2502.11564","title":"Continuous Diffusion Model for Language Modeling","created":"2025-02-17","cited_by_count":31,"area":"diffusion"},{"id":"2505.14455","title":"CtrlDiff: Boosting Large Diffusion Language Models with Dynamic Block Prediction and Controllable Generation","created":"2025-05-20","cited_by_count":17,"area":"diffusion"},{"id":"2402.07846","title":"Generative Modeling of Discrete Joint Distributions by E-Geodesic Flow Matching on Assignment Manifolds","created":"2024-02-12","cited_by_count":9,"area":"diffusion"},{"id":"2502.09767","title":"Non-Markovian Discrete Diffusion with Causal Language Models","created":"2025-02-13","cited_by_count":5,"area":"diffusion"},{"id":"2602.16169","title":"Discrete Stochastic Localization for Non-autoregressive Generation","created":"2026-02-18","cited_by_count":3,"area":"diffusion"},{"id":"2603.21342","title":"Generalized Discrete Diffusion from Snapshots","created":"2026-03-22","cited_by_count":3,"area":"diffusion"},{"id":"2510.01047","title":"In-Situ Tweedie Discrete Diffusion Models","created":"2025-10-01","cited_by_count":2,"area":"diffusion"},{"id":"2603.13284","title":"Do Diffusion Models Dream of Electric Planes? Discrete and Continuous Simulation-Based Inference for Aircraft Design","created":"2026-02-27","cited_by_count":2,"area":"diffusion"},{"id":"2505.19752","title":"Discrete Markov Bridge","created":"2025-05-26","cited_by_count":0,"area":"diffusion"},{"id":"2605.12836","title":"Discrete Stochastic Localization for Non-autoregressive Generation","created":"2026-05-13","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}