Key papers

• Exploring Smoothness And Class-separation For Semi-supervised Medical Image Segmentation (2022)
  Yicheng Wu, Zhonghua Wu, Qianyi Wu, et al.
  17.00
• SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation (2024)
  Xinyu Xiong et al.
  16.76
• Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation (2026)
  Guoxuan Chen et al.
  14.86
• TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting (2026)
  Jiwen Liu et al.
  14.57
• Generative World Renderer at the Speed of Play (2026)
  Guixu Lin et al.
  14.26
• Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation (2026)
  Runhui Huang et al.
  13.52
• 4D Human-Scene Reconstruction from Low-Overlap Captures (2026)
  Minhyuk Hwang et al.
  13.47
• VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System (2026)
  Haodong Li et al.
  13.30
• ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition (2026)
  Jooyeol Yun et al.
  13.10
• DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation (2026)
  Jiaxing Li et al.
  13.10
• PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space (2026)
  Sensen Gao et al.
  13.02
• Swapped Face Detection Using Deep Learning And Subjective Assessment (2019)
  Xinyi Ding, Zohreh Raziei, Eric C. Larson, et al.
  12.93
• AlayaWorld: Long-Horizon and Playable Video World Generation (2026)
  AlayaWorld Team et al.
  12.84
• SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation (2026)
  Junsong Chen et al.
  12.77
• Text Template Tokens Are Implicit Semantic Registers in Diffusion Transformers (2026)
  Maohua Li et al.
  12.67
• Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM Text (2026)
  Xu Wang et al.
  12.66
• Mage-Flow: An Efficient Native-Resolution Foundation Model for Image Generation and Editing (2026)
  Xinjie Zhang et al.
  12.39
• Vision as Unified Multimodal Generation (2026)
  Xiaoyang Han et al.
  12.31
• MPIE-Bench: Benchmarking Anatomically Plausible Multi-Person Interaction Editing (2026)
  Jiajia Lin et al.
  12.15
• Video Generation Models are General-Purpose Vision Learners (2026)
  Letian Wang et al.
  12.14
• Orchestra-o1: Omnimodal Agent Orchestration (2026)
  Fan Zhang et al.
  12.09
• HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancement (2026)
  Yiyang Cai et al.
  12.02
• Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification (2026)
  Haopeng Li et al.
  11.91
• Generative Adversarial Networks for Image Super-Resolution: A Survey (2022)
  Ziang Wu et al.
  11.85
• Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers (2024)
  Katherine Crowson and Stefan Andreas Baumann and Alex Birch and Tanishq Mathew Abraham and Daniel Z. Kaplan and Enrico Shippole
  11.74
• JanusMesh: Fast and Zero-Shot 3D Visual Illusion Generation via Cross-Space Denoising (2026)
  Siang-Ling Zhang et al.
  11.44
• OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation (2026)
  Jun Zhan et al.
  11.33
• Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation (2026)
  Alexi Gladstone et al.
  11.18
• MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors (2026)
  Yufei Cai et al.
  11.16
• DataEvolver: Self-Evolving Multi-Agent Data Construction for Text-Rich Image Generation (2026)
  Siyu Yan et al.
  10.92
• MemLearner: Learning to Query Context memory for Video World Models (2026)
  Jiwen Yu et al.
  10.92
• Streaming Multi-Agent Autoregressive Diffusion Model with World State Registers (2026)
  Sicheng Mo et al.
  10.78
• Wan-Streamer v0.2: Higher Resolution, Same Latency (2026)
  Lianghua Huang et al.
  10.76
• Chimera: Designing and Chinchilla-Scaling Hybrid Visual Diffusion Transformers (2026)
  Chongjian Ge et al.
  10.66
• Current World Models Lack a Persistent State Core (2026)
  Jinpeng Lu et al.
  10.57
• See2Think: Do Multimodal Models Really Use Intermediate Visual States? (2026)
  Siyu Yan et al.
  10.19
• DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models (2024)
  Chang-Han Yeh et al.
  10.07
• FilmBench: A Film-Grade Benchmark for Cinematic Video Generation (2026)
  Shengyi Wang et al.
  10.02
• The FID Lottery: Quantifying Hidden Randomness in Generative-Model Evaluation (2026)
  Nicolas Dufour et al.
  9.96
• PhotoQuilt: Training-Free Arbitrary-Resolution Photomosaics via Bootstrapped Tiled Denoising (2026)
  Koorosh Roohi et al.
  9.95
• FLAT: Feedforward Latent Triangle Splatting for Geometrically Accurate Scene Generation (2026)
  Orest Kupyn et al.
  9.94
• PanoWorld: Real-World Panoramic Generation (2026)
  Haoyuan Li et al.
  9.90
• Perceptual Flow Matching for Few-Step Generative Modeling (2026)
  Chuyang Zhao et al.
  9.84
• Hallo4D: Multi-Modal Hallucination Mitigation for Consistent Spatio-Temporal Generation (2026)
  Hongbo Wang et al.
  9.78
• Recurrent Sinusoidal INRs for Efficient High-Fidelity Representation (2026)
  Hyunmin Cho et al.
  9.68
• CONFLUX: A Latent Diffusion Model for 3D Chest-CT Synthesis with RL Post-Training (2026)
  Max Van Puyvelde et al.
  9.63
• Self Gradient Forcing: Native Long Video Extrapolation (2026)
  Junhao Zhuang et al.
  9.59
• StatePlay: State-Aware Game World Models for Mechanics-Consistent Generation (2026)
  Zijun Lin et al.
  9.54
• IV-CoT: Implicit Visual Chain-of-Thought for Structure-Aware Text-to-Image Generation (2026)
  Zixuan Li et al.
  9.48
• Monte Carlo Energy Aggregation for Mobile 3D Gaussian Splatting (2026)
  Xiaobiao Du et al.
  9.48
• GraphVid: Interactive Graph-Controllable Video Generation (2026)
  Vedant Shah et al.
  9.43
• Multiplayer Interactive World Models with Representation Autoencoders (2026)
  Anthony Hu et al.
  9.41
• FS-Diff: Semantic guidance and clarity-aware simultaneous multimodal image fusion and super-resolution (2025)
  Yuchan Jie et al.
  9.06
• Parallel Decoding Distillation for Fast Image and Video Generation (2026)
  Neta Shaul et al.
  8.96
• Qantara: Bridge-Flow Training for Multi-Paradigm JEPA Control (2026)
  Ruslan Rakhimov et al.
  8.80
• Latent-Identity Tuning in Text-to-Image Personalization Models (2026)
  Daniel Garibi et al.
  8.80
• ODEWorld: A Continuous Predictive Architecture via Physical-Time Flow (2026)
  Dongxiu Liu et al.
  8.80
• DiffusionBench: On Holistic Evaluation of Diffusion Transformers (2026)
  Xingjian Leng et al.
  8.74
• From RGB Generation to Dense Field Readout: Pixel-Space Dense Prediction with Text-to-Image Models (2026)
  Zanyi Wang et al.
  8.60
• Let RGB Be the Language of Vision (2026)
  Timing Yang et al.
  8.51