Image Generation

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25 papers in the last four weeks, up 79% on the four weeks before. 0.2% of all new papers.

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  1. Slot-RAE: Streamlining Object-Centric Learning via Direct Representation Auto-Encoders

    Jul 13, 2026Alexandre Chapin, Emmanuel Dellandrea, Liming ChenLatent Diffusion ModelsImage Generation

    LIRIS, imagine

  2. Navigating the Open-Source Model Ecosystem: An Empirical Study of Creator Practices in Artistic Image Generation

    Jul 12, 2026Yiluo Wei, Yupeng He, Qiming Ye +1Image Generation

    The Hong Kong University of Science and Technology (Guangzhou)

  3. Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

    Jul 9, 2026Haoran Feng, Ruiyang Zhang, Longyi Zhang +2Conditional Image GenerationImage Generation

    Insta360 Research · Tsinghua University · Beihang University +1

  4. Swapping Faces, Saving Features: A Dual-Purpose Pipeline for Pedestrian Privacy in ITS

    Jul 9, 2026Roba H. Farouk, Catherine M. EliasAutonomous Driving DatasetsIntelligent Transportation Systems

    C-DRiVeS Lab: Cognitive Driving Research in Vehicular Systems, Cairo, Egypt · Computer Science and Engineering Department - Faculty of Media Engineering and Technology - German University in Cairo, Egypt

  5. Stage-Aware Adaptation and Distribution Calibration for Subject-Driven Personalized Text-to-Image Generation

    Jul 8, 2026Wenyan Xu, Alizer WongSubject-Driven Image GenerationImage Generation

    School of Computer Science, Guangdong University of Technology · School of Computer Science, Peking University · 3ManXis

  6. SpiS-GAN: Spiral-Modulated Handwriting Synthesis with Star Operation

    Jul 8, 2026Nguyen Duy Hieu, Dang Hoai Nam, Pham Hoang Giap +2Synthetic Data AugmentationImage Generation

    University of Information Technology, Ho Chi Minh City, Vietnam · Vietnam National University, Ho Chi Minh City, Vietnam · AJ Technologies, Nagoya, Japan +1

  7. PIPBench: A Profile-Inclusive Framework for Personalized Image Generation Evaluation

    Jul 7, 2026Yuhang Wu, Shuxiang Zhang, Wee Hian Ching +2Image GenerationSynthetic Benchmark Generation

    College of AI, Tsinghua University · Sun Yat-sen University · Shanghai Qi Zhi Institute

  8. High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control

    Jul 7, 2026Junha Kim, Hyunjoon Park, Donghyeon ChoDiffusion Model GuidanceImage Generation

    Hanyang University, Seoul, Republic of Korea

  9. Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation

    Jul 6, 2026Haozhe Wang, Weijia Feng, Jinpeng Yu +8Image GenerationAgentic Image Generation

    1Hong Kong University of Science and Technology · 3Qwen Applications · 4Imperial College London +1

  10. AI for Cultural Heritage Textiles: Fine-Tuned Latent Diffusion for Novel Ulos Motif Synthesis

    Jul 6, 2026Humasak Tommy Argo Simanjuntak, Jesika Purba, Sitogab Girsang +4Latent Diffusion ModelsImage Generation

    Information Systems Study Program, Faculty of Informatics and Electrical Engineering, Institut Teknologi Del · Informatics Study Program, Faculty of Informatics and Electrical · Informatics Department, Institut Teknologi Sepuluh Nopember

  11. From Open Loop to Closed Loop: A Test-Time Iterative Optimization Framework for Reference-Consistent Image Generation

    Jul 6, 2026Baixuan Zhao, Xinyu Zhang, Huayu Zheng +4Inference-Time OptimizationImage Generation

    Shanghai Jiao Tong University, Shanghai, China · University of Electronic Science and Technology of China, Chengdu, Sichuan, China · Shanghai Innovation Institute, Shanghai, China

  12. Reflected Schrödinger Bridge Matching

    Jul 3, 2026Marcus Häggbom, Viktor Nilsson, Pierre Nyquist +1Schrödinger BridgesImage Generation

    SEB Group and Department of Mathematics KTH Royal Institute of Technology Stockholm, Sweden · Department of Mathematical Sciences Chalmers University of Technology and University of Gothenburg and Department of Mathematics KTH Royal Institute of Technology

  13. Perceptual Flow Matching for Few-Step Generative Modeling

    Jul 3, 2026Chuyang Zhao, Yifei Song, Hongfa Wang +7Flow MatchingPerceptual Loss

    1Joy Future Academy · 2Fudan University · 3Tsinghua University +1

  14. Learning to Generate Multiple Objects from Dense and Occluded Layouts

    Jul 3, 2026Bach-Hoang Ngo, Si-Tri Ngo, Hieu Le +1Image GenerationCompositional Image Generation

    University of Science, Ho Chi Minh City, Vietnam · 2Vietnam National University, Ho Chi Minh City, Vietnam · 3UNC Charlotte, North Carolina, United States

  15. PhysMirror: Physics-Aware Mirror Object Generation

    Jul 3, 2026Xuan-Bach Mai, Duy-Phuc Nguyen, Quoc-Van Le +6Conditional Image GenerationImage Generation

    University of Science, Ho Chi Minh City, Vietnam · University of Dayton, Dayton, Ohio, US · Monash University, Melbourne, Victoria, Australia +1

  16. PosterHarness: Turning Scientific Poster Generation into an Auditable Instruction-Following Benchmark

    Jul 3, 2026Tianyi Yang, Dawei Fu, Youpeng Wu +5AI-Assisted Scientific ResearchImage Generation

    School of Physics, Peking University

  17. BFMT: Enhancing Search Capabilities of Tree Sampler via Bootstrap Flow-Map Tree

    Jul 3, 2026Binglin Ji, Anindya Sarkar, Hengchang Lu +4Inference-Time SearchImage Generation

    Department of CSE, Washington University in St.Louis, USA · Department of Information Technology, Uppsala University, Sweden

  18. DisciplineGen-1M: A Large-Scale Dataset for Multidisciplinary Visual Generation and Editing

    Jul 2, 2026Zhaokai Wang, Mingxin Liu, Zirun Zhu +11T2I GenerationImage Generation

    Shanghai Jiao Tong University · South China University of Technology · Xiamen University +1

  19. DetailAnywhere: Fashion Detail Generation via Cross-Modal Feature Alignment Distillation

    Jul 2, 2026Zijun Li, Yimin Zhou, Jia Sun +12Diffusion Model DistillationConditional Image Generation

    1Kuaishou Technology · 2AIM for Health Lab, Monash University

  20. COMFYCLAW: Self-Evolving Skill Harnesses for Image Generation Workflows

    Jul 2, 2026Zongxia Li, Dawei Liu, Fuxiao Liu +6Image GenerationAgentic Image Generation

    University of Maryland · University of Pennsylvania · Nvidia +1

  21. Pano2World: End-to-End 3D Generation via Unified Multi-View Sequences

    Jul 1, 2026Zhenjia Li, Jinrang Jia, Yifeng ShiMulti-View Consistency3D Gaussian Splatting

    Ke Holdings Inc. Beijing, China

  22. Flow-Map GRPO: Reinforcement Learning for Few-Step Flow-Map Generators via Anchored Stochastic Composition

    Jul 1, 2026Zhiqi Li, Wen Zhang, Bo ZhuImage GenerationFlow Map Learning

    Georgia Institute of Technology, Atlanta, GA, USA.

  23. Evaluating Intellectual Property Guardrails of Generative Image Models: A Technical Report

    Jul 1, 2026Austin T. Hoag, Apostolos Modas, Yunhao Ba +9Image GenerationAI Safety Evaluation

    Sony AI · New York, NY, USA · Zurich, Switzerland +2

  24. SpheRoPE: Zero-Shot Optimization-Free 360 Panorama Generation with Spherical RoPE

    Jun 30, 2026Or Hirschorn, Aaron Olender, Eli Alshan +3Video-Reference Video GenerationRotary Positional Embeddings

    1Amazon Prime Video · 2Tel-Aviv University · 3Hebrew University of Jerusalem

  25. Histogram-constrained Image Generation

    Jun 30, 2026Haoming Liu, Yuanhe Guo, Yijia Cao +2Constrained Generative ModelingDiffusion Model Guidance

    Center for Data Science, New York University Shanghai, Shanghai, China · New York University, New York, USA

  26. WaterGen: Decoupling Scene and Medium in Underwater Image Generation

    Jun 30, 2026Jiayi Wu, Tianfu Wang, Tianyi Xiong +6Synthetic Data AugmentationImage Generation

    University of Maryland · University of South Florida · University of Florida

  27. TerraDiT-ΩΩ: Unified Spatial Control for Satellite Image Synthesis with Any Geospatial Primitive

    Jun 30, 2026Brian Wei, Srikumar Sastry, Daniel Cher +2Image GenerationDiffusion-Based Image Generation

    Washington University in St. Louis

  28. PhotoQuilt: Training-Free Arbitrary-Resolution Photomosaics via Bootstrapped Tiled Denoising

    Jun 29, 2026Koorosh Roohi, Javad Rajabi, Andrew Fleet +1Image GenerationCompositional Image Generation

    University of Toronto · Vector Institute · KITE Research Institute +2

  29. SciIR: A Large-scale Training Dataset and Benchmark for Scientific Image Reasoning Generation

    Jun 29, 2026Zhiyuan Ma, Zhengfeng Shi, Yuning An +6AI for ScienceImage Generation

    School of Computer Science and Technology, Huazhong University of Science and Technology, China · School of Airspace Science and Engineering, Shandong University, China · Department of Electronic Engineering, Tsinghua University, China

  30. ScaleErasure: Inference-Time Minimal Intervention for Precise Concept Erasure in Next-Scale Autoregressive Image Generation

    Jun 28, 2026Cong Wang, Haiyu Wu, Zhiwei Jiang +4Image GenerationSafe T2I Generation

    State Key Laboratory for Novel Software Technology, Nanjing University · National University of Singapore