Conditional Generative Modeling

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29 papers in the last four weeks, up 142% on the four weeks before. 0.3% of all new papers.

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  1. AlphaJet: Automated Conceptual Aircraft Synthesis via Disentangled Generative Priors and Topology-Preserving Evolutionary Search

    Apr 29, 2026Boris KriukVariational Autoencoders3D Shape Generation

    Hong Kong University of Science and Technology Clear Water Bay, Hong Kong, HKSAR

  2. FlowS: One-Step Motion Prediction via Local Transport Conditioning

    Apr 28, 2026Leandro Di Bella, Adrian Munteanu, Bruno CornelisFlow MatchingTrajectory Generation

    Department of Electronics and Informatics, Vrije Universiteit Brussel, Pleinlaan 2, B-1050 Brussels, Belgium · IMEC, Kapeldreef 75, B-3001 Leuven, Belgium

  3. PhyloSDF: Phylogenetically-Conditioned Neural Generation of 3D Skull Morphology via Residual Flow Matching

    Apr 28, 2026Kaikwan Lau, Gary P. T. ChoiFlow Matching3D Mesh Generation

    Department of Mathematics The Chinese University of Hong Kong

  4. IAM: Identity-Aware Human Motion and Shape Joint Generation

    Apr 28, 2026Wenqi Jia, Zekun Li, Abhay Mittal +6Text-to-Motion GenerationHuman Motion Generation

    UIUC · Meta Reality Labs · Brown University

  5. Identity-Decoupled Anonymization for Visual Evidence in Multi-modal Retrieval-Augmented Generation

    Apr 26, 2026Zehua Cheng, Wei Dai, Jiahao SunMultimodal RAGPrivacy-Preserving ML

    Department of Computer Science · University of Oxford,, UK · FLock.io, London, UK

  6. Generative Modeling of Neurodegenerative Brain Anatomy with 4D Longitudinal Diffusion Model

    Apr 24, 2026Nivetha Jayakumar, Swakshar Deb, Bahram Jafrasteh +2Longitudinal Medical Image AnalysisMedical Image Synthesis

    Department of Electrical and Computer Engineering, University of Virginia, Charlottesville, 22903, VA, USA · Department of Radiology, Weill Cornell Medical College, Cornell University, Ithaca, 14850, NY, USA · Department of Electrical and Computer Engineering, Department of Computer Science, University of Virginia, Charlottesville, 22903, VA, USA

  7. AI-Driven Performance-to-Design Generation and Optimization of Marine Propellers

    Apr 24, 2026Leah Chen, Keni Chih-Hua Wu, Boon Tat Chia +2Conditional Generative ModelingInverse Design

    Mencast Marine, Singapore · of High Performance Computing, Agency for Science, Technology and Research, Singapore

  8. Materialistic RIR: Material Conditioned Realistic RIR Generation

    Apr 22, 2026Mahnoor Fatima Saad, Sagnik Majumder, Kristen Grauman +1Generative ModelingConditional Generative Modeling

    University of Utah · UT Austin

  9. A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence

    Apr 22, 2026Antoine Heranval, Olivier Lopez, Didier Ngatcha +1Financial ServicesTime Series Forecasting

    BioSP · Biostatistiques et Processus Spatiaux (BioSP), INRAE, Avignon, France · CREST +3

  10. Generative Augmentation of Imbalanced Flight Records for Flight Diversion Prediction: A Multi-objective Optimisation Framework

    Apr 22, 2026Karim Aly, Alexei Sharpanskykh, Jacco HoekstraSynthetic Data AugmentationSynthetic Data Generation

    Control and Operations, Faculty of Aerospace Engineering, Delft University of Technology (TU Delft), Kluyverweg 1, Delft, 2629 HS, South Holland, Netherlands

  11. CrackForward: Context-Aware Severity Stage Crack Synthesis for Data Augmentation

    Apr 21, 2026Nassim Sadallah, Mohand Saïd AlliliSynthetic Data AugmentationImage Generation

    LARIVIA Lab, Department of Computer Science and Engineering · Gatineau, QC, Canada

  12. Structure-guided molecular design with contrastive 3D protein-ligand learning

    Apr 21, 2026Carles Navarro, Philipp Tholke, Gianni de FabritiisContrastive LearningVirtual Screening

    Acellera Labs, C/ Doctor Trueta 183, 08005 Barcelona, Spain · Computational Science Laboratory, Universitat Pompeu Fabra, PRBB, C/ Doctor Aiguader 88, 08003 Barcelona, Spain · Instituci´o Catalana de Recerca i Estudis Avan¸cats (ICREA), Passeig Llu´ıs Companys 23, 08010 Barcelona, Spain

  13. On the Conditioning Consistency Gap in Conditional Neural Processes

    Apr 21, 2026Robin YoungNeural ProcessesConditional Generative Modeling

    Department of Computer Science and Technology University of Cambridge

  14. An Integrated Deep-Learning Framework for Peptide-Protein Interaction Prediction and Target-Conditioned Peptide Generation with ConGA-PepPI and TC-PepGen

    Apr 20, 2026Chupei Tang, Junxiao Kong, Moyu Tang +5Molecular GenerationConditional Generative Modeling

    School of Mathematics and Statistics, Lanzhou University, 222 South Tianshui Road, Lanzhou 730000, Gansu, China · Cuiying Honors College, Lanzhou University, Lanzhou, Gansu, China · Shanghai Innovation Institute, Shanghai, China +1

  15. TacticGen: Grounding Adaptable and Scalable Generation of Football Tactics

    Apr 20, 2026Sheng Xu, Guiliang Liu, Tarak Kharrat +12Conditional Generative Modeling

    School of Data Science, The Chinese University of Hong Kong, Shenzhen, China · Real Analytics, London, UK · Birmingham City Football Club, Birmingham, UK +3

  16. A Probabilistic Consensus-Driven Approach for Robust Counterfactual Explanations

    Apr 19, 2026Marcin Kostrzewa, Maciej Zięba, Jerzy StefanowskiCounterfactual ExplanationsConditional Generative Modeling

    Wrocław University of Science and Technology, Wrocław 50-347, Poland · Tooploox, Wrocław 53-601, Poland · Poznań University of Technology, Poznań 61-131, Poland

  17. SAVE: A Generalizable Framework for Multi-Condition Single-Cell Generation with Gene Block Attention

    Apr 18, 2026Jiahao Li, Jiayi Dong, Peng Ye +3Single-Cell Perturbation ModelingConditional Generative Modeling

    College of Computer Science and Artificial Intelligence, Fudan University · Shanghai Key Laboratory of Intelligent Information Processing, Fudan University

  18. Global Attention with Linear Complexity for Exascale Generative Data Assimilation in Earth System Prediction

    Apr 17, 2026Xiao Wang, Zezhong Zhang, Isaac Lyngaas +10Climate ScienceHigh-Performance Computing

    Oak Ridge National Laboratory, Oak Ridge, TN, USA · Auburn University, Auburn, AL, USA · Florida State University, Tallahassee, FL, USA +2

  19. Synthetic data in cryptocurrencies using generative models

    Apr 17, 2026André Saimon S. Sousa, Otto Pires, Frank Acasiete +3Synthetic Data GenerationTime Series Generation

    Universidade SENAI CIMATEC Salvador, Brazil · CoFi, Universidad Jorge Tadeo Lozano Bogotá, Colombia · Universidade do Estado da Bahia - UNEB Salvador, Brazil

  20. Neural Continuous-Time Markov Chain: Discrete Diffusion via Decoupled Jump Timing and Direction

    Apr 17, 2026Jingyuan Li, Xiaoyi Jiang, Fukang Wen +5Markov ModelsDiffusion Language Models

    2Beijing Institute of Mathematical Sciences and Applications · 3Wuhan University · 4MathonAI +1

  21. DALM: A Domain-Algebraic Language Model via Three-Phase Structured Generation

    Apr 17, 2026Chao LiConstrained Generative ModelingKnowledge Conflicts in Language Models

  22. HAFM: Hierarchical Autoregressive Foundation Model for Music Accompaniment Generation

    Apr 10, 2026Jian Zhu, Jianwei Cui, Yunlong Xue +4Controllable Music GenerationMusic Generation

    Zhejiang Lab · University of Science and Technology of China · Zhejiang International Studies University

  23. BoundInk: Boundary-Aware Online Handwriting Generation

    Apr 2, 2026Jinsu Shin, Sungeun Hong, JinYeong BakConditional Generative Modeling

    Sungkyunkwan University, Suwon, Korea

  24. Learning Adaptive and Visually Aligned Conditions for Generative Zero-Shot Learning

    Mar 6, 2026Haojie Pu, Zhuoming Li, Yongbiao Gao +3Zero-Shot LearningVision-Language Alignment

    School of Computer Science and Engineering, Southeast University, Nanjing, China

  25. Native Extrapolation Awareness in Flow-Based Conditional Generation

    Feb 13, 2026Constantinos Tsakonas, Serena Ivaldi, Jean-Baptiste MouretFlow MatchingFlow-Based Generative Modeling

    Inria, Université de Lorraine, CNRS, Loria Nancy, France

  26. ECGFlowCMR: Pretraining with ECG-Generated Cine CMR Helps Cardiac Disease Classification and Phenotype Prediction

    Jan 28, 2026Xiaocheng Fang, Zhengyao Ding, Guangkun Nie +9Synthetic Data PretrainingMedical Diagnosis

    State Key Laboratory of General Artificial Intelligence, Peking University · School of Intelligence Science and Technology, Peking University, Beijing, China · Polytechnic Institute of Zhejiang University, Zhejiang University, Hangzhou, China +4

  27. Parametric and Generative Forecasts of EPEX Day\char45 Ahead Energy Market Curves

    Jan 28, 2026Julian Gutierrez, Redouane SilventeTime Series ForecastingProbabilistic Forecasting

    New York University Abu Dhabi, Saadiyat Island, PO Box 129188, Abu Dhabi, United Arab Emirates · CREST, ENSAE, Institut Polytechnique de Paris, 5 Avenue Henry Le Chatelier 91120 Palaiseau, France

  28. NMIRacle: Multi-modal Generative Molecular Elucidation from IR and NMR Spectra

    Dec 17, 2025Federico Ottomano, Yingzhen Li, Alex M. GanoseMultimodal GenerationMolecular Generation

    Department of Chemistry, Imperial College London · Department of Computing, Imperial College London

  29. LatentFM: A Latent Flow Matching Approach for Generative Medical Image Segmentation

    Dec 4, 2025Ngoc Huynh Trinh, Hoang Anh Nguyen Kim, Hai Toan Nguyen +1Flow MatchingMedical Image Segmentation

    Institute for Artificial Intelligence, University of Engineering and Technology, Vietnam National University, Hanoi, Vietnam

  30. LaGen: Towards Autoregressive LiDAR Scene Generation

    Nov 26, 2025Sizhuo Zhou, Xiaosong Jia, Fanrui Zhang +73D Scene GenerationAutoregressive Generation

    University of Science and Technology of China, Hefei, Anhui 230026, China · Shanghai Innovation Institute, Shanghai 200231, China · Fudan University, Shanghai 200433, China +1