{"total":32,"rows":[{"id":"2406.01572","title":"Unlocking Guidance for Discrete State-Space Diffusion and Flow Models","created":"2024-06-03","cited_by_count":129,"area":null},{"id":"2305.10690","title":"Sampling, Diffusions, and Stochastic Localization","created":"2023-05-18","cited_by_count":40,"area":null},{"id":"2502.11420","title":"Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models","created":"2025-02-17","cited_by_count":24,"area":null},{"id":"2410.18403","title":"Structure Language Models for Protein Conformation Generation","created":"2024-10-24","cited_by_count":17,"area":null},{"id":"2505.17741","title":"Discrete Neural Flow Samplers with Locally Equivariant Transformer","created":"2025-05-23","cited_by_count":13,"area":null},{"id":"2506.12181","title":"Generative or Discriminative? Revisiting Text Classification in the Era of Transformers","created":"2025-06-13","cited_by_count":9,"area":null},{"id":"2507.00425","title":"Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows","created":"2025-07-01","cited_by_count":8,"area":null},{"id":"2605.10727","title":"Kernel-Gradient Drifting Models","created":"2026-05-11","cited_by_count":7,"area":null},{"id":"2412.01019","title":"Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces","created":"2024-12-02","cited_by_count":5,"area":null},{"id":"2407.19448","title":"Piecewise deterministic generative models","created":"2024-07-28","cited_by_count":4,"area":null},{"id":"2411.16694","title":"Reaction-conditioned De Novo Enzyme Design with GENzyme","created":"2024-11-10","cited_by_count":3,"area":null},{"id":"2601.04506","title":"Surface-based Molecular Design with Multi-modal Flow Matching","created":"2026-01-08","cited_by_count":3,"area":null},{"id":"2502.19183","title":"INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators","created":"2025-02-26","cited_by_count":2,"area":null},{"id":"2605.09291","title":"dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models","created":"2026-05-10","cited_by_count":2,"area":null},{"id":"2606.02955","title":"Fast-dLLM++: Fr\\'{e}chet Profile Decoding for Faster Diffusion LLM Inference","created":"2026-06-01","cited_by_count":2,"area":null},{"id":"2303.02737","title":"SePaint: Semantic Map Inpainting via Multinomial Diffusion","created":"2023-03-05","cited_by_count":1,"area":null},{"id":"2304.03220","title":"Anomaly Detection via Gumbel Noise Score Matching","created":"2023-04-06","cited_by_count":1,"area":null},{"id":"2502.07616","title":"Tractable Transformers for Flexible Conditional Generation","created":"2025-02-11","cited_by_count":1,"area":null},{"id":"2503.14928","title":"Shushing! Let's Imagine an Authentic Speech from the Silent Video","created":"2025-03-19","cited_by_count":1,"area":null},{"id":"2601.16249","title":"Ordering-based Causal Discovery via Generalized Score Matching","created":"2026-01-22","cited_by_count":1,"area":null},{"id":"2405.16728","title":"Towards Multi-Task Multi-Modal Models: A Video Generative Perspective","created":"2024-05-26","cited_by_count":0,"area":null},{"id":"2501.17323","title":"Exploring Non-Convex Discrete Energy Landscapes: An Efficient Langevin-Like Sampler with Replica Exchange","created":"2025-01-28","cited_by_count":0,"area":null},{"id":"2509.00876","title":"Tabular Diffusion Counterfactual Explanations","created":"2025-08-31","cited_by_count":0,"area":null},{"id":"2510.12916","title":"Efficient Inference for Coupled Hidden Markov Models in Continuous Time and Discrete Space","created":"2025-10-14","cited_by_count":0,"area":null},{"id":"2601.20154","title":"Spectral Ghost in Representation Learning: from Component Analysis to Self-Supervised Learning","created":"2026-01-28","cited_by_count":0,"area":null},{"id":"2603.17353","title":"Learning Permutation Distributions via Reflected Diffusion on Ranks","created":"2026-03-18","cited_by_count":0,"area":null},{"id":"2604.15923","title":"Hierarchical Codec Diffusion for Video-to-Speech Generation","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2606.18856","title":"Diffusion-MF: Approximate Structured Diffusion for Sequence Labelling","created":"2026-06-17","cited_by_count":0,"area":null},{"id":"2608.11419","title":"Diffusion-Based Data-Driven Assortment Optimization","created":"2026-08-11","cited_by_count":0,"area":null},{"id":"2609.37043","title":"Iterative Exact Discrete Guidance for Energy-Based Sampling","created":"2026-09-29","cited_by_count":0,"area":null},{"id":"2610.01739","title":"Fixed-point neural samplers on discrete spaces","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.05071","title":"Discrete Action Matching: Learning Stochastic Dynamics from Samples via State Graphs","created":"2026-10-04","cited_by_count":0,"area":null}],"next_cursor":null}