Conditional Variational Autoencoder

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17 papers in the last four weeks, up 31% on the four weeks before. 0.2% of all new papers.

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  1. Empirical Variational Autoencoder

    Oct 5, 2026Kaede ShioharaConditional Variational Autoencoder

    The University of Tokyo

  2. Mixture of Decoders for Diverse Dialog Response Generation

    Sep 30, 2026Wenchao DuConditional Variational AutoencoderDiversity

    Microsoft Corporation Redmond, WA 98052

  3. Sparse Planner: A Hybrid Planner for Efficient Sampling via a Conditional Variational Autoencoder

    Sep 30, 2026Wenguang Xu, Giovanni Lucente, Karem Mohamed +1Motion PlanningRobust Trajectory

    Research Institute AImotion Bavaria, Technische Hochschule Ingolstadt (THI), Ingolstadt, Germany · Research Institute of Transportation Systems, German Aerospace Center (DLR), Braunschweig, Germany · German Research Center for Artificial Intelligence (DFKI), Saarbrücken, Germany

  4. scTrilemma: Balancing Identity, Invariance, and Fidelity in Single-Cell Representation Learning

    Sep 30, 2026Yunhak Oh, Yoonho Lee, Junseok Lee +9CellsMolecular Representation Learning

    KAIST · Work done during an internship at HITS · HITS

  5. A Pre-trained Variational Autoencoder for Gyrokinetic Plasma Turbulence Surrogate Modeling

    Sep 29, 2026Minglei Yang, Marshall Nicholson, Diego Del-Castillo-Negrete +2Conditional Variational AutoencoderTurbulent Flows

    Oak Ridge National Laboratory, Oak Ridge, TN, 37831, USA · Grand Valley State University, Allendale, MI, 49401, USA · University of Texas at Austin, Austin, TX, 78712, USA

  6. FastVR: Efficient Streaming Video Restoration with One-Step Diffusion

    Sep 29, 2026Xiaoxu Chen, Qin Yang, Haoran Bai +2Video RestorationDiffusion Transformers

    Alibaba Group · Xidian University

  7. DRIFT: Disentangled Responsive-Invariant Flow Transport for Single-Cell Perturbation Prediction

    Sep 28, 2026Mustapha Bounoua, Giulio Franzese, Pietro MichiardiSingle-Cell Perturbation PredictionCells

    Department of Data Science EURECOM, France

  8. TaoTex: Boosting Texture Detail Fidelity for Native 3D Material Generation

    Sep 28, 2026Xiuchao Wu, Shuichang Lai, Jiangjing Lyu +13D AssetsConditional Variational Autoencoder

    Alibaba Group

  9. AMBIT: Anticipatory Multimodal Body Recruitment for Bimanual Tracking on a Humanoid

    Sep 27, 2026Hanlong Li, Sihan Tan, Takeshi Ashizawa +2Bimanual ManipulationHumanoid

    Institute of Science Tokyo, Tokyo, Japan

  10. RoomLight: A 2.5D Illumination Prior for Indoor Environments

    Sep 23, 2026Andreea Ardelean, Bernhard EggerIllumination VariationsInverse Rendering

    Friedrich-Alexander-Universität Erlangen-Nürnberg

  11. CFD Correction of Open Tip Clearance Flow in a Compressor Cascade Using VAE Latent Space Adaptation

    Sep 23, 2026Xiang Zuo, Hefang Deng, Caiyan Chen +4Computational Fluid DynamicConditional Variational Autoencoder

    School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai 200240, China · Global Institute of Future Technology, Shanghai Jiao Tong University, Shanghai 200240, China

  12. Discrete Diffusion Models via Evolving Variational Autoregressive Networks

    Sep 23, 2026Kewen Pan, Ying TangScore-Based Diffusion ModelSpatial Photonic Ising Machines

    Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 611731, China · School of Physics, University of Electronic Science and Technology of China, Chengdu 611731, China · Key Laboratory of Quantum Physics and Photonic Quantum Information, Ministry of Education, University of Electronic Science and Technology of China, Chengdu 611731, China +1

  13. Synthetic Electric Vehicle Charging Session Generation Using a Conditional Variational Autoencoder

    Sep 15, 2026Graeme Kelly, Emilio J. Palacios-Garcia, Barry P. HayesElectric VehiclesConditional Variational Autoencoder

    School of Engineering and Architecture, University College Cork, Cork, Ireland · MaREI Centre, Sustainability Institute, University College Cork, Cork, Ireland

  14. The Latent That Never Was: A Forensic Re-run of the CVAE Ablation in Action Chunking Transformers

    Sep 15, 2026Bo KangConditional Variational AutoencoderRobotic Manipulation

    Ghent University, Belgium

  15. FlowATC: Aircraft Trajectory Prediction via Flow Matching

    Sep 15, 2026Mathurin Petit, Emir Torun, Louis Brusset +2Ego-Trajectory PredictionAir Traffic Control

    École Polytechnique, Palaiseau, 91128, France · Technische Universität Berlin, Berlin, 10623, Germany · Mines Paris–PSL University, Paris, 75006, France +2

  16. Representing Clinical Conditions on Vital Signs from Healthy Individuals using Latent Modeling

    Sep 14, 2026Rafael Pina, Varuna De Silva, Mindula IlleperumaIntensive Care UnitMedical World Model

    Institute for Digital Technologies Loughborough University London London, United Kingdom

  17. Deformable Object Manipulation under Partial Observability via Real-Time Full-Shape Estimation

    Sep 9, 2026Kosar Behnia, Ville Kyrki, Gokhan AlcanDeformable Linear ObjectsStatistical Shape Model

    Faculty of Engineering and Natural Sciences, Tampere Univ., Finland. · Electrical Engineering and Automation Department, Aalto Univ., Finland.

  18. SynthRCT: Scalable Conditional Deformation Synthesis for Synthetic Repeat CT Generation

    Sep 8, 2026Tomas Guija-Valiente, Blanca Rodriguez-Gonzalez, Norberto MalpicaRadiotherapyCone-Beam Computed Tomography

    Medical Image Analysis and Biometry Lab, Universidad Rey Juan Carlos, Madrid, Spain

  19. SPARK: Input-Conditioned Sparse Activation Modulation for Frozen DiT-based Super-Resolution

    Sep 3, 2026Federico Putamorsi, Leonardo Zini, Marcella Cornia +1Diffusion TransformersFrozen Backbone

    University of Modena and Reggio Emilia, Italy

  20. Learning Sparse Decision Trees via Transformer Variational Auto-Encoders

    Sep 1, 2026Giacomo Fidone, Alessio Cascione, Riccardo GuidottiDecision TreesSparsity

    University of Pisa · ISTI-CNR

  21. Superposed Latent Autoencoder

    Sep 1, 2026Quanling Zhao, Jiaying Yang, Tianqi Zhang +4Autoencoder ArchitecturesFuture Latent Representations

    University of California San Diego · Georgia Institute of Technology · University of California Riverside +1

  22. Latent-Space No-Arbitrage Geometry of Generative Models for Implied Volatility Surfaces

    Aug 31, 2026Jing Wang, Shuaiqiang Liu, Cornelis VuikVolatilityConditional Variational Autoencoder

    Delft Institute of Applied Mathematics, Delft University of Technology

  23. A Deep Latent Variable Framework for Jointly Modeling Missingness, Measurement Error, and Heterogeneity

    Aug 30, 2026Yasin Khadem Charvadeh, Grace Y. Yi, Mithat Gönen +1Missing DataImputation

    Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada · Department of Statistical and Actuarial Sciences, Department of Computer Science, University of Western Ontario, Ontario, Canada · Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York, USA +1

  24. DecoVAE: a Lightweight Interpretable Trend-Seasonal VAE Framework for Efficient Probabilistic Time Series Forecasting

    Aug 20, 2026Alexander Marusov, Dmitry Anikin, Alexey ZaytsevConditional Variational AutoencoderLatent Trajectories

    Applied AI Institute Moscow, Russia

  25. CLaST: Context-aware Contrastive VAE for Probabilistic Time Series Forecasting

    Aug 20, 2026Alexander Marusov, Dmitry Anikin, Petr Sokerin +3Probabilistic ForecastingTime Series

    Applied AI Institute Moscow, Russia

  26. V-RAE: Rethinking Video Latent Spaces for Generation

    Aug 13, 2026Minghui Guo, Shengqiong Wu, Hao FeiAutoregressive Video GenerationStar-Vae

    National University of Singapore · University of Oxford

  27. NestDex: Nested Policy Learning with Copilot Assisted Teleoperation for Dexterous Manipulation

    Aug 13, 2026James Zhao, Jinhe Tang, Mingyuan Ba +1Contact-Rich Dexterous ManipulationDexterous Manipulation

    School of Computer Science and 2Australian Centre for Robotics, The University of Sydney, Australia · College of Connected Computing, Vanderbilt University, TN, USA

  28. Dual-Primal Graph VAEs for Noisy Label Aggregation

    Aug 11, 2026Patrick Stinson, Nikolaus KriegeskorteNoisy LabelsConditional Variational Autoencoder

    Zuckerman Institute Columbia University

  29. ββ-VAEs as Effective Theories: Tolerance-Dependent Dimension

    Aug 11, 2026Johannes HirnRepresentation CollapseNonlinearity

    Image Processing Laboratory (IPL), Universitat de València, Paterna, València 46980, Spain

  30. Flow-based conditional cardiac anatomy generation for virtual cohorts

    Aug 10, 2026Konstantinos Kevopoulos, Beatrice Moscoloni, Benjamin Alheit +4End-To-End 4D Heart Mesh Recovery Across Full-StackCardiac Motion

    Dept. BioMechanical Engineering, Delft University of Technology, Delft, The Netherlands · Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA, USA · BioMMeda – Institute for Biomedical Engineering and Technology, Ghent University, Ghent, Belgium +2

  31. A Machine Learning Based Search for Lunar Anomalies

    Aug 10, 2026Cameron Kelahan, Daniel Angerhausen, Adam Lesnikowski +1RosettaPlanetary Exploration

    University of Warwick, Coventry, United Kingdom CV4 7AL · Universit`a degli Studi di Padova, Via 8 Febbraio, 2 - 35122 Padova, Italy · James Madison University, 800 South Main Street, Harrisonburg, VA 22807 +3

  32. CuteTTS: Efficient and High-Quality Speech Synthesis via Autoregressive Modeling of Continuous Latents

    Aug 9, 2026Yuqian Zhang, Yao Shi, Kexin Huang +6Autoregressive Text-To-SpeechCross-Lingual Voice Cloning

    Work done during internship at OPPO. · OPPO AI Center · Fudan University +1

  33. Compositional Cross-Modality Translation via Whole-Volume Multitask Latent Flow Matching

    Aug 8, 2026Daniele Molino, Alessio Zoboli, Camillo Maria Caruso +2Cross-ModalityConditional Variational Autoencoder

    Unit of Artificial Intelligence and Computer Systems, Department of Engineering, Università Campus Bio-Medico di Roma, Rome, Italy · UniCamillus – Saint Camillus International University of Health Sciences, Rome, Italy · Department of Diagnostics and Intervention, Biomedical Engineering and Radiation Physics, Umeå University, Umeå, Sweden

  34. SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation

    Aug 7, 2026Hanke Xie, Haopeng Lin, Jiale Qian +13Autoregressive Text-To-SpeechAcoustic Latent Space

    Soul AI Lab, China

  35. Omni-modal decomposition autoencoders learn full-stack wearable disentangled representations

    Aug 7, 2026Ioannis Ziogas, Ensieh Khazaei, Bilal Taha +4Multimodal Deep LearningHuman Activity Recognition

    Department of Biomedical Engineering and Biotechnology, Khalifa University, 127788 Abu Dhabi, UAE · Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON M5S 1A1, Canada · MIT Media Lab +2

  36. Pre- to Post-Contrast Synthesis of Breast DCE-MRI using Latent Bridge Matching

    Aug 7, 2026Sina Amirrajab, Zohaib Salahuddin, Henry C Woodruff +1Adaptive Histogram EqualizationMedical Image Generation

    The D-Lab, Department of Precision Medicine, GROW – Research Institute for Oncology and Reproduction, Maastricht University, Maastricht, the Netherlands · Department of Radiology and Nuclear Medicine, GROW - Research Institute for Oncology and Reproduction, Maastricht University, Medical Center+, Maastricht, The Netherlands

  37. MirrorNet: Can Medical Image Anonymization Really Protect Patient Identity?

    Aug 6, 2026Attila SimkóMedical ImagesBiometrics

    Department of Diagnostics and Intervention Umeå University, Umeå, Sweden

  38. Any-OPD: Heterogeneous On-Policy Distillation for Flow-Matching Models via Representation-Space Bridging

    Aug 4, 2026Siming Fu, Zheming Fu, Ruizhe He +7Rp-OpsdConditional Variational Autoencoder

    1Joy Future Academy · 2Zhejiang University

  39. EmbodiedVAE: Disentangled Video VAE for Efficient and Controllable Embodied Manipulation

    Aug 4, 2026Jiayi Luo, Hanxin Zhu, Chen Gao +5Robotic ManipulationLatent Motion

    Beihang University · Zhongguancun Academy · University of Science and Technology of China +3

  40. Beyond Global Latents: Chunk-Based Sparse Grid VAE for Scalable 3D Modeling

    Aug 3, 2026Kaiyi Zhang, Zhihao Liang, Haolin Liu +8Voxel3D Reconstruction

    Hong Kong University of Science and Technology · Tencent Hunyuan · The Chinese University of Hong Kong

  41. Evolutionary Curriculum Learning Improves Biological Sequence Modeling

    Aug 1, 2026Richard Zhu, Kento NishiEvolutionary Optimization MethodsConditional Variational Autoencoder

    Department of Computer Science, Harvard University, Cambridge, MA, USA · Department of Statistics, Harvard University, Cambridge, MA, USA.

  42. ST-WAM: Semantic-Temporal World Action Model for Robust Manipulation under Visual Distribution Shifts

    Jul 31, 2026Mingxin Wang, Bin Hu, Bin Qian +12Efficient World-Action ModelFaster-Wam

    1Tsinghua University · 2AMAP-CV-LAB, Alibaba Group · 3Shanghai Jiao Tong University +3

  43. MSVS-VAE: Multi-Scale Anchored VecSet for High-Fidelity 3D Reconstruction

    Jul 27, 2026Dehao Hao, Kaiyi Zhang, Tanghui Jia +10Star-VaeVoxel

    The Hong Kong University of Science and Technology, Hong Kong SAR, China · Peking University, Beijing, China · The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China +1

  44. OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation

    Jul 26, 2026Jun Zhan, Chen Yang, Yitian Gong +23Audio-Video GenerationCross-Modal Alignment

    1Fudan University · 2Shanghai Innovation Institute · 3MOSI Intelligence +1

  45. Soft-Constrained Optimization of Latent Space in Variational Autoencoders

    Jul 26, 2026Ye ShiConditional Variational AutoencoderLatent Variable

    Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, 47906 USA

  46. A Multi-stage Constrained Optimization Framework for Data-driven Problems

    Jul 26, 2026Ye ShiConstrained OptimizationConditional Variational Autoencoder

    Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA

  47. Twins: Learn to Predict Unified Representations with Focal Loss

    Jul 24, 2026Kaixiong Gong, Xin Cai, Bin Lin +9Conditional Variational AutoencoderUnified Representation

    The Chinese University of Hong Kong · Tencent, Hunyuan · City University of Hong Kong +2

  48. HyWorldVLA: A Vision-Language-Action Model with Hybrid World Modeling for Autonomous Driving

    Jul 23, 2026Quanfu Yu, Xian Wu, Hao Xu +1Autonomous DrivingDiffusion-Based Vision-Language-Actions

    Automotive New Technology Research Institute, BYD Company Limited

  49. Classical Hardware Acceleration of Quantum Autoencoders for Real-Time Anomaly Detection in Collider Experiments

    Jul 22, 2026Ivan Ge, Sagar Addepalli, Abhilasha Dave +1Quantum Machine LearningField-Programmable Gate Arrays

    Department of Physics, Stanford University, 450 Jane Stanford Way, Stanford, 94305, CA, USA. · SLAC National Accelerator Laboratory, 2575 Sand Hill Road, Menlo Park, 94025, CA, USA.

  50. Generative Augmentation for EEG Motor Imagery Classification: A Class-Conditional VAE with Cycle-Consistent Decoder Refinement

    Jul 22, 2026Matei Moldoveanu, Alain Sirois, Claire Ben Ali +2Conditional Variational AutoencoderElectroencephalography

    Naqi Logix, Paris, France · Inria Center at Univ. Bordeaux / LaBRI, Talence, France · LITIS, INSA Rouen-Normandy, France

  51. Domain Shift in Echocardiography: Interpretable Quantification and Prediction of Cross-Dataset Left Ventricular Segmentation

    Jul 22, 2026Soroush Elyasi, Nasim Dadashi Serej, Julie Wall +1EchocardiographyCardiac Motion

    THRIVE Centre, School of Computing and Engineering, University of West London, London, UK · School of Computing and Engineering, University of West London, London, UK

  52. DADIR: Density-Aware Data-level Imbalanced Regression Framework

    Jul 19, 2026Shermin Shahbazi, Hossein Mohammadi, Mohsen AfsharchiImbalanced ClassificationConditional Variational Autoencoder

    Department of Computer Engineering, University of Zanjan, Zanjan, Iran.

  53. VideoRAE: Taming Video Foundation Models for Generative Modeling via Representation Autoencoders

    Jul 15, 2026Zhihao Xie, Junfeng Wu, Xinting Hu +2Video Foundation ModelsConditional Variational Autoencoder

    The Chinese University of Hong Kong, Shenzhen · Huazhong University of Science and Technology · University of Science and Technology of China +1

  54. Multimodal Empirical Bayes Variational Autoencoders for Joint Longitudinal and Time-to-Event Modeling

    Jul 15, 2026Anders Sjöberg, Nils Olsson, Marcus Baaz +1Conditional Variational AutoencoderEmpirical Bayes

    Fraunhofer-Chalmers Centre, Gothenburg, SE-412 88, Sweden · Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, SE-412 96, Sweden

  55. Delving into the Temporal Challenges of Unified Video Protection Against Image-to-Video and Fine-Tuning-based Customization

    Jul 14, 2026Yuxin Huang, Ziming Hong, Mingming Gong +3Conditional Variational AutoencoderWhite-Box Spectral-Subspace-Guided Attack

    1Sydney AI Centre, The University of Sydney · University of Melbourne · 5Mohamed bin Zayed University of Artificial Intelligence +2

  56. Constructed Reality, Contested Priors: Decoupling and the Architecture of Cognitive Relapse Under the Free Energy Principle

    Jul 12, 2026MD Ibrahim Hossain RidoyPredictive CodingCognitive Science

    Independent Researcher

  57. GNOCHI: Generative Neural mOdel for Close Human-Human Interactions

    Jul 11, 2026Gonzalo Gómez-Nogales, Marc Comino-Trinidad, Andrés Casado-Elvira +1Articulated ObjectsHuman Motion Generation

    Universidad Rey Juan Carlos, Madrid, Spain.

  58. BattVAE-GP: Generative Modeling of Long-Horizon Battery Degradation with Uncertainty Quantification

    Jul 11, 2026Raghvender Raghvender, Mahdi Abid, Ferran Brosa Planella +2Lithium-Ion BatteriesDegradation

    Laboratoire de Réactivité et de Chimie des Solides (LRCS), UMR CNRS 7314-Université de Picardie Jules Verne, 15 Rue Baudelocque, 80000, Amiens, France · Réseau sur le Stockage Electrochimique de l’Energie (RS2E), CNRS FR 3459, Hub de l’Energie, 15 Rue Baudelocque, 80000, Amiens, France · Predeeption (INRIA Startup Studio / CNRS Innovation), Hub de l’energie, 80000, Amiens, France +2

  59. Power Flow Feasibility Assessment Using Variational Graph Autoencoders

    Jul 10, 2026Ferran Bohigas-Daranas, Hamid Latif-Martinez, Eduardo Prieto-Araujo +2Optimal Power FlowConditional Variational Autoencoder

    CITCEA UPC Barcelona, Spain · BNN UPC Barcelona,Spain

  60. Native Video-Action Pretraining for Generalizable Robot Control

    Jul 9, 2026Qihang Zhang, Lin Li, Luyao Zhang +26Discrete Action TokenizersRobot Systems