{"total":154,"rows":[{"id":"2409.11340","title":"OmniGen: Unified Image Generation","created":"2024-09-17","cited_by_count":394,"area":"diffusion"},{"id":"2412.00131","title":"Open-Sora Plan: Open-Source Large Video Generation Model","created":"2024-11-28","cited_by_count":296,"area":null},{"id":"2509.20427","title":"Seedream 4.0: Toward Next-generation Multimodal Image Generation","created":"2025-09-24","cited_by_count":249,"area":"inference"},{"id":"2502.06608","title":"TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models","created":"2025-02-10","cited_by_count":213,"area":"diffusion"},{"id":"2408.06070","title":"ControlNeXt: Powerful and Efficient Control for Image and Video Generation","created":"2024-08-12","cited_by_count":159,"area":"diffusion"},{"id":"2404.13686","title":"Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis","created":"2024-04-21","cited_by_count":156,"area":"diffusion"},{"id":"2411.18673","title":"AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers","created":"2024-11-27","cited_by_count":154,"area":"diffusion"},{"id":"2503.07027","title":"EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer","created":"2025-03-10","cited_by_count":119,"area":"diffusion"},{"id":"2504.02436","title":"SkyReels-A2: Compose Anything in Video Diffusion Transformers","created":"2025-04-03","cited_by_count":73,"area":"diffusion"},{"id":"2509.08826","title":"RewardDance: Reward Scaling in Visual Generation","created":"2025-09-10","cited_by_count":68,"area":"alignment"},{"id":"2404.09967","title":"Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model","created":"2024-04-15","cited_by_count":66,"area":"diffusion"},{"id":"2503.07703","title":"Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model","created":"2025-03-10","cited_by_count":62,"area":"diffusion"},{"id":"2503.08280","title":"OminiControl2: Efficient Conditioning for Diffusion Transformers","created":"2025-03-11","cited_by_count":57,"area":"diffusion"},{"id":"2410.02705","title":"ControlAR: Controllable Image Generation with Autoregressive Models","created":"2024-10-03","cited_by_count":48,"area":"diffusion"},{"id":"2411.18616","title":"Diffusion Self-Distillation for Zero-Shot Customized Image Generation","created":"2024-11-27","cited_by_count":47,"area":"diffusion"},{"id":"2506.16211","title":"ControlVLA: Few-shot Object-centric Adaptation for Pre-trained Vision-Language-Action Models","created":"2025-06-19","cited_by_count":43,"area":"vla"},{"id":"2410.11795","title":"Efficient Diffusion Models: A Comprehensive Survey from Principles to Practices","created":"2024-10-15","cited_by_count":41,"area":"diffusion"},{"id":"2501.04699","title":"EditAR: Unified Conditional Generation with Autoregressive Models","created":"2025-01-08","cited_by_count":40,"area":null},{"id":"2410.12669","title":"3DIS: Depth-Driven Decoupled Instance Synthesis for Text-to-Image Generation","created":"2024-10-16","cited_by_count":37,"area":null},{"id":"2502.06805","title":"Efficient Diffusion Models: A Survey","created":"2025-02-03","cited_by_count":35,"area":"diffusion"},{"id":"2409.15278","title":"PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions","created":"2024-09-23","cited_by_count":31,"area":null},{"id":"2412.17098","title":"DreamOmni: Unified Image Generation and Editing","created":"2024-12-22","cited_by_count":30,"area":null},{"id":"2503.12885","title":"DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models","created":"2025-03-17","cited_by_count":28,"area":null},{"id":"2508.07981","title":"Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation","created":"2025-08-11","cited_by_count":27,"area":null},{"id":"2505.24417","title":"EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering","created":"2025-05-30","cited_by_count":26,"area":"diffusion"},{"id":"2508.21066","title":"OneReward: Unified Mask-Guided Image Generation via Multi-Task Human Preference Learning","created":"2025-08-28","cited_by_count":23,"area":"alignment"},{"id":"2511.12609","title":"Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data","created":"2025-11-16","cited_by_count":21,"area":"moe"},{"id":"2602.03793","title":"BridgeV2W: Bridging Video Generation Models to Embodied World Models via Embodiment Masks","created":"2026-02-03","cited_by_count":20,"area":"wm"},{"id":"2408.03209","title":"IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts","created":"2024-08-06","cited_by_count":18,"area":"diffusion"},{"id":"2505.02370","title":"SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing","created":"2025-05-05","cited_by_count":18,"area":null},{"id":"2507.19946","title":"SCALAR: Scale-wise Controllable Visual Autoregressive Learning","created":"2025-07-26","cited_by_count":18,"area":null},{"id":"2412.06011","title":"TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model","created":"2024-12-08","cited_by_count":16,"area":"diffusion"},{"id":"2506.21276","title":"WordCon: Word-level Typography Control in Scene Text Rendering","created":"2025-06-26","cited_by_count":16,"area":null},{"id":"2508.14461","title":"Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering","created":"2025-08-20","cited_by_count":16,"area":"diffusion"},{"id":"2410.11236","title":"Ctrl-U: Robust Conditional Image Generation via Uncertainty-aware Reward Modeling","created":"2024-10-15","cited_by_count":14,"area":"alignment"},{"id":"2501.01790","title":"Ingredients: Blending Custom Photos with Video Diffusion Transformers","created":"2025-01-03","cited_by_count":13,"area":"diffusion"},{"id":"2503.09837","title":"On the Limitations of Vision-Language Models in Understanding Image Transforms","created":"2025-03-12","cited_by_count":13,"area":"mllm"},{"id":"2505.17778","title":"TextFlux: An OCR-Free DiT Model for High-Fidelity Multilingual Scene Text Synthesis","created":"2025-05-23","cited_by_count":13,"area":null},{"id":"2505.18612","title":"Mod-Adapter: Tuning-Free and Versatile Multi-concept Personalization via Modulation Adapter","created":"2025-05-24","cited_by_count":13,"area":"moe"},{"id":"2406.02485","title":"Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation","created":"2024-06-04","cited_by_count":12,"area":"diffusion"},{"id":"2412.10783","title":"Video Diffusion Transformers are In-Context Learners","created":"2024-12-14","cited_by_count":12,"area":"diffusion"},{"id":"2503.18420","title":"Panorama Generation From NFoV Image Done Right","created":"2025-03-24","cited_by_count":11,"area":null},{"id":"2502.14779","title":"DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models","created":"2025-02-20","cited_by_count":10,"area":"diffusion"},{"id":"2506.00596","title":"Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control","created":"2025-05-31","cited_by_count":10,"area":"diffusion"},{"id":"2511.19268","title":"BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment","created":"2025-11-24","cited_by_count":10,"area":"alignment"},{"id":"2412.18928","title":"UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation","created":"2024-12-25","cited_by_count":9,"area":"diffusion"},{"id":"2502.02215","title":"InterLCM: Low-Quality Images as Intermediate States of Latent Consistency Models for Effective Blind Face Restoration","created":"2025-02-04","cited_by_count":9,"area":"diffusion"},{"id":"2504.14219","title":"PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling","created":"2025-04-19","cited_by_count":9,"area":null},{"id":"2508.06905","title":"MultiRef: Controllable Image Generation with Multiple Visual References","created":"2025-08-09","cited_by_count":9,"area":null},{"id":"2412.02332","title":"SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models","created":"2024-12-03","cited_by_count":8,"area":"diffusion"},{"id":"2504.13226","title":"Image Editing with Diffusion Models: A Survey","created":"2025-04-17","cited_by_count":8,"area":"diffusion"},{"id":"2506.03596","title":"ControlThinker: Unveiling Latent Semantics for Controllable Image Generation through Visual Reasoning","created":"2025-06-04","cited_by_count":8,"area":"lr"},{"id":"2410.01595","title":"KnobGen: Controlling the Sophistication of Artwork in Sketch-Based Diffusion Models","created":"2024-10-02","cited_by_count":7,"area":"diffusion"},{"id":"2503.06684","title":"PixelPonder: Dynamic Patch Adaptation for Enhanced Multi-Conditional Text-to-Image Generation","created":"2025-03-09","cited_by_count":7,"area":"diffusion"},{"id":"2503.09864","title":"Leveraging Semantic Attribute Binding for Free-Lunch Color Control in Diffusion Models","created":"2025-03-12","cited_by_count":7,"area":"diffusion"},{"id":"2505.08833","title":"Generative AI for Urban Planning: Synthesizing Satellite Imagery via Diffusion Models","created":"2025-05-13","cited_by_count":7,"area":"diffusion"},{"id":"2506.01923","title":"TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation","created":"2025-06-02","cited_by_count":7,"area":"diffusion"},{"id":"2511.14063","title":"Semantic Context Matters: Improving Conditioning for Autoregressive Models","created":"2025-11-18","cited_by_count":7,"area":null},{"id":"2504.01515","title":"Training-free Dense-Aligned Diffusion Guidance for Modular Conditional Image Synthesis","created":"2025-04-02","cited_by_count":6,"area":null},{"id":"2504.03006","title":"DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery","created":"2025-04-03","cited_by_count":6,"area":null},{"id":"2406.05826","title":"PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection","created":"2024-06-09","cited_by_count":5,"area":null},{"id":"2412.03268","title":"RFSR: Improving ISR Diffusion Models via Reward Feedback Learning","created":"2024-12-04","cited_by_count":5,"area":"diffusion"},{"id":"2502.06682","title":"Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene","created":"2025-02-10","cited_by_count":5,"area":null},{"id":"2503.21172","title":"Model as a Game: On Numerical and Spatial Consistency for Generative Games","created":"2025-03-27","cited_by_count":5,"area":"wm"},{"id":"2506.20983","title":"Rethink Sparse Signals for Pose-guided Text-to-image Generation","created":"2025-06-26","cited_by_count":5,"area":null},{"id":"2509.16500","title":"RLGF: Reinforcement Learning with Geometric Feedback for Autonomous Driving Video Generation","created":"2025-09-20","cited_by_count":5,"area":"driving"},{"id":"2604.06870","title":"RefineAnything: Multimodal Region-Specific Refinement for Perfect Local Details","created":"2026-04-08","cited_by_count":5,"area":null},{"id":"2411.07625","title":"Flow Matching Posterior Sampling: A Training-free Conditional Generation for Flow Matching","created":"2024-11-12","cited_by_count":4,"area":"diffusion"},{"id":"2412.01160","title":"ControlFace: Harnessing Facial Parametric Control for Face Rigging","created":"2024-12-02","cited_by_count":4,"area":null},{"id":"2412.15670","title":"BS-LDM: Effective Bone Suppression in High-Resolution Chest X-Ray Images with Conditional Latent Diffusion Models","created":"2024-12-20","cited_by_count":4,"area":"diffusion"},{"id":"2412.18525","title":"Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization","created":"2024-12-24","cited_by_count":4,"area":null},{"id":"2507.22003","title":"See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs","created":"2025-07-29","cited_by_count":4,"area":"lr"},{"id":"2510.18229","title":"Unbiased Object Detection Beyond Frequency with Visually Prompted Image Synthesis","created":"2025-10-21","cited_by_count":4,"area":null},{"id":"2511.19965","title":"HiCoGen: Hierarchical Compositional Text-to-Image Generation in Diffusion Models via Reinforcement Learning","created":"2025-11-25","cited_by_count":4,"area":"diffusion"},{"id":"2601.01352","title":"Slot-ID: Identity-Preserving Video Generation from Reference Videos via Slot-Based Temporal Identity Encoding","created":"2026-01-04","cited_by_count":4,"area":null},{"id":"2602.14381","title":"Adapting VACE for Real-Time Autoregressive Video Diffusion","created":"2026-02-16","cited_by_count":4,"area":"diffusion"},{"id":"2602.14514","title":"Efficient Text-Guided Convolutional Adapter for the Diffusion Model","created":"2026-02-16","cited_by_count":4,"area":"diffusion"},{"id":"2604.24952","title":"Learning from Noisy Preferences: A Semi-Supervised Learning Approach to Direct Preference Optimization","created":"2026-04-27","cited_by_count":4,"area":"alignment"},{"id":"2410.09592","title":"ControLRM: Fast and Controllable 3D Generation via Large Reconstruction Model","created":"2024-10-12","cited_by_count":3,"area":null},{"id":"2412.03255","title":"DynamicControl: Adaptive Condition Selection for Improved Text-to-Image Generation","created":"2024-12-04","cited_by_count":3,"area":"diffusion"},{"id":"2503.17221","title":"UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models","created":"2025-03-21","cited_by_count":3,"area":"diffusion"},{"id":"2504.14975","title":"Cyc3D: Fine-grained Controllable 3D Generation via Cycle Consistency Regularization","created":"2025-04-21","cited_by_count":3,"area":null},{"id":"2505.15779","title":"IA-T2I: Internet-Augmented Text-to-Image Generation","created":"2025-05-21","cited_by_count":3,"area":null},{"id":"2506.01511","title":"Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment","created":"2025-06-02","cited_by_count":3,"area":"diffusion"},{"id":"2509.19454","title":"ROPA: Synthetic Robot Pose Generation for RGB-D Bimanual Data Augmentation","created":"2025-09-23","cited_by_count":3,"area":"offlinerl"},{"id":"2511.05219","title":"FreeControl: Efficient, Training-Free Structural Control via One-Step Attention Extraction","created":"2025-11-07","cited_by_count":3,"area":"diffusion"},{"id":"2602.22150","title":"CoLoGen: Progressive Learning of Concept-Localization Duality for Unified Image Generation","created":"2026-02-25","cited_by_count":3,"area":null},{"id":"2603.26128","title":"TaxaAdapter: Vision Taxonomy Models are Key to Fine-grained Image Generation over the Tree of Life","created":"2026-03-27","cited_by_count":3,"area":null},{"id":"2604.05761","title":"Improving Controllable Generation: Faster Training and Better Performance via $x_0$-Supervision","created":"2026-04-07","cited_by_count":3,"area":null},{"id":"2604.20226","title":"Learning Spatial-Temporal Coherent Correlations for Speech-Preserving Facial Expression Manipulation","created":"2026-04-22","cited_by_count":3,"area":null},{"id":"2606.20971","title":"UNITY: Attention Flow Networks for Adaptive Conditioning in Diffusion","created":"2026-06-18","cited_by_count":3,"area":"diffusion"},{"id":"2409.00654","title":"Seed-to-Seed: Unpaired Image Translation in Diffusion Seed Space","created":"2024-09-01","cited_by_count":2,"area":"diffusion"},{"id":"2411.11016","title":"Time Step Generating: A Universal Synthesized Deepfake Image Detector","created":"2024-11-17","cited_by_count":2,"area":"diffusion"},{"id":"2411.16713","title":"Conditional Text-to-Image Generation with Reference Guidance","created":"2024-11-22","cited_by_count":2,"area":"diffusion"},{"id":"2412.13684","title":"MMO-IG: Multi-Class and Multi-Scale Object Image Generation for Remote Sensing","created":"2024-12-18","cited_by_count":2,"area":null},{"id":"2502.19455","title":"FLAP: Fully-controllable Audio-driven Portrait Video Generation through 3D head conditioned diffusion model","created":"2025-02-26","cited_by_count":2,"area":"diffusion"},{"id":"2505.22394","title":"PacTure: Efficient PBR Texture Generation on Packed Views with Visual Autoregressive Models","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2506.01672","title":"Minimal Impact ControlNet: Advancing Multi-ControlNet Integration","created":"2025-06-02","cited_by_count":2,"area":"diffusion"},{"id":"2508.06937","title":"CannyEdit: Selective Canny Control and Dual-Prompt Guidance for Training-Free Image Editing","created":"2025-08-09","cited_by_count":2,"area":null},{"id":"2510.14882","title":"ScaleWeaver: Weaving Efficient Controllable T2I Generation with Multi-Scale Reference Attention","created":"2025-10-16","cited_by_count":2,"area":null}],"next_cursor":"100"}