Conditional Image Generation

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15 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. Decafs: Disentangled Conditional adversarial Flows

    Jul 21, 2026Anirudh jain, Sakshi Varshney, Samuel Kaski +1Disentangled Representation LearningNormalizing Flows

    Orion Pharma · Aalto University, Finland · Aalto University +3

  2. To Blend In, First Decouple: Rethinking Camouflage Image Generation via Context-Decoupled Representations

    Jul 20, 2026Wenzhuang Wang, Yifan Zhao, Mingcan Ma +4Disentangled Representation LearningConditional Image Generation

    State Key Laboratory of Virtual Reality Technology and Systems, SCSE & QRI, Beihang University · Geely Automobile Research Institute (Ningbo) Co., Ltd, AI Center, Geely

  3. MixDiffusion: Mixing Diffusion-based Uni-condition Text-to-Image Generation Models for Multi-condition Image Synthesis

    Jul 20, 2026Pengcheng Wan, Liang Han, Lin Xu +2Conditional Image GenerationControllable Image Generation

    Harbin Institute of Technology (Shenzhen)

  4. EmoStyle: Affective Conditioning of Style-Specialist Experts for Emotional Image Generation

    Jul 11, 2026Dexiang Hong, Yijie Guo, Weidong Chen +4Conditional Image GenerationT2I Generation

    University of Science and Technology of China HeFei, China · Harbin Institute of Technology, WeiHai WeiHai, China

  5. 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

  6. Multi-Conditioned Diffusion Synthesis of Sand Boils for Low-Resource Earthen-Levee Inspection

    Jul 8, 2026Padam Jung Thapa, Abdullah Bin Naeem, Ayon Dey +2Synthetic Data AugmentationConditional Image Generation

    University of Louisiana at Lafayette, Lafayette, LA, USA · Department of Computer Science, Louisiana State University New Orleans, New Orleans, LA, USA

  7. DICT: Data Injection and Contrastive Trajectory Refinement for Conditional Image Generation with Diffusion Models

    Jul 4, 2026Chunnan Shang, Xin Zhang, Zhizhong Wang +1Diffusion Models for Image RestorationDiffusion Model Guidance

    Zhejiang University, Hangzhou, China

  8. 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

  9. Show Me Examples: Inferring Visual Concepts from Image Sets

    Jul 2, 2026Nick Stracke, Kolja Bauer, Stefan Andreas Baumann +3Vision-Language ModelsConditional Image Generation

    Munich Center for Machine Learning · Apple

  10. 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

  11. Parallel Rollout Approximation for Pixel-Space Autoregressive Image Generation

    Jun 26, 2026Jiayi Xu, Di He, Guolin KeConditional Image GenerationAutoregressive Image Generation

    Peking University · DP Technology

  12. DiffRGD: An Inference-Time Diffusion Guidance Through Riemannian Gradient Descent

    Jun 25, 2026Jia-Wei Liao, Li-Xuan Peng, Mei-Heng Yueh +3Diffusion Models for Image RestorationDiffusion Model Guidance

    1National Taiwan University · 4Academia Sinica · 2National Tsing Hua University +1

  13. Qwen-Image-Agent: Bridging the Context Gap in Real-World Image Generation

    Jun 25, 2026Zekai Zhang, Jiahao Li, Jie Zhang +18Conditional Image GenerationT2I Generation

  14. FreeStory: Training-Free Character Consistency for Free-Form Visual Storytelling

    Jun 23, 2026Sibo Dong, Ismail Shaheen, Sarah Adel BargalConditional Image GenerationImage Generation

    Department of Computer Science, Georgetown University

  15. Keep The Essentials: Efficient Reference Conditioned Generation via Token Dropping

    Jun 22, 2026Rishubh Parihar, Ayush Raina, R. Venkatesh Babu +1Conditional Image GenerationDiffusion Model Fine-Tuning

    1IISc Bangalore · 2Tel Aviv University

  16. GeoFidelity-Bench: Evaluating Block-Conditioned Geographic Fidelity in Text-to-Image Street-View Generation

    Jun 22, 2026Kaizhen TanConditional Image GenerationT2I Generation

    Heinz College of Information Systems and Public Policy, Carnegie Mellon University

  17. A Test-time Actor-Critic Approach to News Images Generation

    Jun 19, 2026Damianos Galanopoulos, Vasileios MezarisConditional Image GenerationImage Generation

    Information Technologies Institute (ITI), Centre of Research and Technology Hellas (CERTH), Thessaloniki, Greece

  18. HandwritingAgent: Language-Driven Handwriting Synthesis in Scalable Vector Space

    Jun 17, 2026Jaward Sesay, Yue Yu, Börje F. KarlssonConditional Image GenerationImage Generation

    Beijing Institute of Technology · Beijing Academy of Artificial Intelligence

  19. Multimodal Image Colorization: Quantifying the Impact of Text-Conditioned Guidance on Grayscale-to-Color Translation

    Jun 16, 2026Colten Reissmann, Hugo Garrido-Lestache BelinchonImage-to-Image TranslationConditional Image Generation

    Department of Computer Science and Software Engineering[cs.GR] Milwaukee School of Engineering Milwaukee, WI US

  20. Visual Retrieval-Augmented Generation for Silhouette-Guided Animal Art

    Jun 16, 2026Quoc-Duy Tran, Anh-Tuan Vo, Trung-Nghia LeConditional Image GenerationImage Generation

    University of Science, VNU-HCM, Ho Chi Minh, Vietnam · Vietnam National University, Ho Chi Minh, Vietnam

  21. Generative modelling powered by room-temperature polariton condensates

    Jun 13, 2026Yuan Wang, Marcin Muszynski, Avinash Dash +3Conditional Image GenerationPhotonic Computing

    School of Mathematical and Physical Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom · Department of Physics, City College of New York, New York, NY 10031, USA · 3Physics Doctoral Program, Graduate Center of the City University of New York, New York, NY 10016, USA +1

  22. Pix2Pix-Hybrid: Structure-Guided Conditional Synthesis of Hajj Crowd Images with Multi-Channel Conditioning and Weak Attribute Supervision

    Jun 12, 2026Amirah F. Alshammari, Bander A. Alzahrani, Nahed A. AlowidiSynthetic Data AugmentationConditional Image Generation

    Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia · Computer Science Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia

  23. GarmentSketch: Large-scale Sketch-to-Fashion Benchmark

    Jun 12, 2026Duong-Duy-Khang Bui, Minh-Tan Pham, Tam V. Nguyen +2Conditional Image GenerationT2I Generation

    University of Science, Ho Chi Minh, Vietnam · Vietnam National University, Ho Chi Minh, Vietnam · University of Dayton, Ohio, United States

  24. CaricHarmony: Contrastive Diffusion Paths for Identity-Preserving Caricature Synthesis

    Jun 11, 2026Dongyu Wang, Dar-Yen Chen, Yi-Zhe SongDiffusion Model GuidanceConditional Image Generation

    SketchX, CVSSP, University of Surrey

  25. EPIG: Emotion-Based Prompting for Personalised Image Generation

    Jun 11, 2026Emna Othmen, Mohamed Yassine Landolsi, Lotfi Ben RomdhaneConditional Image GenerationPrompt Optimization for T2I Generation

    MARS Research Lab LR17ES05, ISITCom, University of Sousse, Sousse, Tunisia.

  26. Improving Text-Instance Alignment Of Foreground Conditioned Out-Painting Via Customized Concept Embedding

    Jun 9, 2026Yihao Zhao, Xuan Han, Bin He +1Conditional Image GenerationVision-Language Alignment

    College of Electronic and Information Engineering, Tongji University, Shanghai, China · State Key Laboratory of Autonomous Intelligent Unmanned Systems, Frontiers Science Center for Intelligent Autonomous Systems, Ministry of Education, Shanghai, China

  27. Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Modeling Through Spatiotemporal Consistency

    Jun 9, 2026Xinrui Wu, Lichen HuangWorld Model LearningConditional Image Generation

    University of Electronic Science and Technology of China

  28. OmniGen-AR: AutoRegressive Any-to-Image Generation

    Jun 8, 2026Junke Wang, Xun Wang, Qiushan Guo +4Conditional Image GenerationImage Generation

    Institute of Trustworthy Embodied AI, Fudan University · 2Shanghai Collaborative Innovation Center of Intelligent Visual Computing · 3Bytedance Seed +1

  29. Divide-and-Denoise: A Game-Theoretic Method for Fairly Composing Diffusion Models

    Jun 8, 2026Abhi Gupta, Polina Barabanshchikova, Vikas Garg +2Conditional Image GenerationDiffusion Sampling

    MIT ORC, USA · MIT CSAIL, USA · ELLIS Institute Finland +3

  30. REACT 2026: The Fourth Multiple Appropriate Facial Reaction Generation Challenge: Personalised MAFRG and Appropriate EEG Reaction Prediction

    Jun 6, 2026Siyang Song, Micol Spitale, Zijian Wu +11Conditional Image GenerationMultimodal Generation

    University of Exeter United Kingdom · Politecnico di Milano Milan, Italy · Nanjing University of Science and Technology China +8