{"total":32,"rows":[{"id":"2504.09975","title":"OctGPT: Octree-based Multiscale Autoregressive Models for 3D Shape Generation","created":"2025-04-14","cited_by_count":30,"area":"diffusion"},{"id":"2508.15772","title":"Visual Autoregressive Modeling for Instruction-Guided Image Editing","created":"2025-08-21","cited_by_count":22,"area":"diffusion"},{"id":"2508.10684","title":"MDNS: Masked Diffusion Neural Sampler via Stochastic Optimal Control","created":"2025-08-14","cited_by_count":21,"area":"diffusion"},{"id":"2507.02608","title":"Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation","created":"2025-07-03","cited_by_count":19,"area":"diffusion"},{"id":"2505.13344","title":"RoPECraft: Training-Free Motion Transfer with Trajectory-Guided RoPE Optimization on Diffusion Transformers","created":"2025-05-19","cited_by_count":14,"area":"diffusion"},{"id":"2510.20766","title":"DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion","created":"2025-10-23","cited_by_count":14,"area":"diffusion"},{"id":"2512.18814","title":"EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer","created":"2025-12-21","cited_by_count":13,"area":"diffusion"},{"id":"2602.08068","title":"ReRoPE: Repurposing RoPE for Relative Camera Control","created":"2026-02-08","cited_by_count":13,"area":"diffusion"},{"id":"2605.15741","title":"HyperDiT: Hyper-Connected Transformers for High-Fidelity Pixel-Space Diffusion","created":"2026-05-15","cited_by_count":9,"area":"diffusion"},{"id":"2509.13523","title":"AERIS: Argonne Earth Systems Model for Reliable and Skillful Predictions","created":"2025-09-16","cited_by_count":8,"area":"diffusion"},{"id":"2506.09193","title":"LaDCast: A Latent Diffusion Model for Medium-Range Ensemble Weather Forecasting","created":"2025-06-10","cited_by_count":6,"area":"diffusion"},{"id":"2601.16272","title":"GR3EN: Generative Relighting for 3D Environments","created":"2026-01-22","cited_by_count":5,"area":"diffusion"},{"id":"2606.27345","title":"SCoPE: Sightline-Coordinate Positional Encoding for Video Diffusion Transformers","created":"2026-06-25","cited_by_count":5,"area":"diffusion"},{"id":"2512.11229","title":"REST: Diffusion-based Real-time End-to-end Streaming Talking Head Generation via ID-Context Caching and Asynchronous Streaming Distillation","created":"2025-12-12","cited_by_count":4,"area":"diffusion"},{"id":"2602.02128","title":"Scalable Spatio-Temporal SE(3) Diffusion for Long-Horizon Protein Dynamics","created":"2026-02-02","cited_by_count":4,"area":"diffusion"},{"id":"2602.03510","title":"Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers","created":"2026-02-03","cited_by_count":4,"area":"diffusion"},{"id":"2411.19261","title":"Improving Multi-Subject Consistency in Open-Domain Image Generation with Isolation and Reposition Attention","created":"2024-11-28","cited_by_count":3,"area":"diffusion"},{"id":"2503.04344","title":"LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding","created":"2025-03-06","cited_by_count":3,"area":"diffusion"},{"id":"2602.18478","title":"ZUNA: Flexible EEG Superresolution with Position-Aware Diffusion Autoencoders","created":"2026-02-09","cited_by_count":3,"area":"diffusion"},{"id":"2605.22668","title":"SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformers","created":"2026-05-21","cited_by_count":3,"area":"diffusion"},{"id":"2508.03457","title":"READ: Real-time and Efficient Asynchronous Diffusion for Audio-driven Talking Head Generation","created":"2025-08-05","cited_by_count":2,"area":"diffusion"},{"id":"2511.19778","title":"Phase-Aligned RoPE for Mixed-Resolution Diffusion Transformer","created":"2025-11-24","cited_by_count":2,"area":"diffusion"},{"id":"2602.05961","title":"Discrete diffusion samplers and bridges: Off-policy algorithms and applications in latent spaces","created":"2026-02-05","cited_by_count":2,"area":"diffusion"},{"id":"2605.31204","title":"Probabilistic Precipitation Nowcasting with Rectified Flow Transformers","created":"2026-05-29","cited_by_count":2,"area":"diffusion"},{"id":"2511.12631","title":"Multivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation","created":"2025-11-16","cited_by_count":1,"area":"diffusion"},{"id":"2601.05127","title":"LooseRoPE: Content-aware Attention Manipulation for Semantic Harmonization","created":"2026-01-08","cited_by_count":1,"area":"diffusion"},{"id":"2604.24885","title":"VibeToken: Scaling 1D Image Tokenizers and Autoregressive Models for Dynamic Resolution Generations","created":"2026-04-27","cited_by_count":1,"area":"diffusion"},{"id":"2606.08670","title":"WaveDiT: Distribution-Aware Wavelet Flow Matching for Efficient 3D Brain MRI Synthesis","created":"2026-06-07","cited_by_count":1,"area":"diffusion"},{"id":"2607.09581","title":"Wan-Dancer: A Hierarchical Framework for Minute-scale Coherent Music-to-Dance Generation","created":"2026-07-10","cited_by_count":1,"area":"diffusion"},{"id":"2511.08168","title":"oboro: Text-to-Image Synthesis on Limited Data using Flow-based Diffusion Transformer with MMH Attention","created":"2025-11-11","cited_by_count":0,"area":"diffusion"},{"id":"2603.27637","title":"OPRO: Orthogonal Panel-Relative Operators for Panel-Aware In-Context Image Generation","created":"2026-03-29","cited_by_count":0,"area":"diffusion"},{"id":"2606.12282","title":"PianoKontext: Expressive Performance Rendering from Deadpan Context","created":"2026-06-10","cited_by_count":0,"area":"diffusion"}],"next_cursor":null}