Spatial Encoding

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8 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. Here the World in Stereo: Learning Dynamic Spatial Correspondence for Immersive Joint Video-Audio Generation

    Sep 30, 2026Hanmo Chen, Chengcheng Liu, Tianxiao Chen +7Audio-Visual ConsistencyAudio-Video Generation

    Xidian University · vivo BlueImage Lab, vivo Mobile Communication Co., Ltd.

  2. PhyProbe: Rethinking Physical Consistency Evaluation in Generated Videos

    Sep 29, 2026Max Ku, Jiaojiao Fan, Zekun Hao +5Explanation Consistency ScoreSpatial Encoding

    NVIDIA · University of Waterloo · Vector Institute

  3. Functional Autoencoders for Amplitude-Phase Representation Learning

    Sep 28, 2026Peida Wu, Xinyang Xiong, Pengcheng ZengAutoencoder ArchitecturesSpatial Encoding

    School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA, USA · Institute of Mathematical Sciences, ShanghaiTech University, Shanghai, China

  4. TEMPER: Temporal Encoder-Masked Probabilistic Ensemble Regressor for Time-Series Forecasting

    Sep 20, 2026Giancarlo VercellinoTime Series ForecastingProbabilistic Forecasting

    Independent researcher

  5. RegRet: Enhancing Region-Level Retrieval in Large Multimodal Models

    Sep 15, 2026Xun Liang, Honghui Yang, Weihang Pan +6Multimodal RetrievalLarge Multimodal Models

    State Key Lab of CAD&CG, Zhejiang University · Xiaohongshu Inc. · School of Software Technology, Zhejiang University

  6. MANAS-2: Constrained Reconstruction for EEG Foundation Models

    Sep 12, 2026Arvasu Kulkarni, Aditya Ray Mishra, Jeet Bandhu Lahiri +5Electroencephalography Foundation Models3D Masked Autoencoders

    Mannas AI · Indian Institute of Technology, Mandi

  7. RAMamba-Net: A Reliability-Aware and Mamba-Based Multimodal Fusion Network for Auditory Attention Detection

    Sep 12, 2026Xingyi He, Ziwei Wang, Dongrui WuAuditory AttentionMultimodal Fusion

    School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, China

  8. TempTPI: Informer-Based trajectory prediction for maritime vessels

    Sep 9, 2026Kevin Ferneding, Veronika Lietavcova, Aleksandra M. Blachowiak +1Maritime NavigationEgo-Trajectory Prediction

    Technical University of Denmark Anker Engelunds Vej 101 2800 Kongens Lyngby, Denmark

  9. RGB-D Video Generation for Improving Human-to-Robot Object Handover Prediction

    Aug 13, 2026Tianyu Sun, Zhoujie Fu, Zihui Gao +2Human-Robot InteractionRgb-Depth Cameras

    College of Computing and Data Science, Nanyang Technological University · College of Computer Science and Technology, Zhejiang University · Alibaba Group

  10. FSTC-Encoder: Feature--Spatial--Temporal Correlation Learning for Generalizable RF Sensing

    Aug 9, 2026Jing Wang, Zhu Wang, Changlong Cheng +2Spatial EncodingTwo-Level Spatial-Frequency Fusion Strategy

    Northwestern Polytechnical University

  11. SLED: Scalable Location Encoding via Distillation

    Aug 6, 2026Kevin Lane, Zhongying Wang, Esther Rolf +1Spatial EncodingEarth Observation

    University of Colorado Boulder

  12. Engram-E2VID: Reference-Based Event-to-Video Reconstruction via Generative Activation of Appearance Engrams

    Aug 6, 2026Feiyu Ji, Xiang Li, Hao Ma +6Large Inter-Frame DisplacementsSpatial Encoding

    1MoE Key Lab of Artificial Intelligence, Institute of AI, School of Computer Science, Shanghai Jiao Tong University · Institute of Artificial Intelligence, Beihang University · 3DISCOVER Robotics

  13. Teaching Foundation Models to Read mmWave: Pose-Guided Kinematic Representation for Human Behavior Understanding

    Aug 4, 2026Duo Zhang, Zhehui Yin, Zhiyun Yao +8Millimeter WaveHuman Activity Recognition

    1Peking University · 2ETH Zurich · 3Institut Polytechnique de Paris

  14. TBSG-Net: Temporal Bipartite Scene Graph Network for Fine-Grained Video Moment Retrieval

    Aug 3, 2026Ji Huang, Yongsheng Dai, Tianyu Ren +2Video Temporal GroundingSpatio-Temporal Scene Graphs

    School of Electronics, Electrical Engineering and Computer Science, Queen’s University Belfast, Belfast, Northern Ireland · Discovery AI Lab the NI Landscape Partnership in AI for Bioscience at the School of Electronics, Electrical Engineering and Computer Science, Queen’s University Belfast, Belfast, Northern Ireland

  15. TransSLR: A Lightweight Transformer for Sign Language Recognition

    Aug 3, 2026Lucia Yen Wanchi, Samuel Johnny, Victor Tolulope Olufemi +2Sign Language TranslationSpatial Encoding

    Carnegie Mellon University Africa

  16. SpatioLM: Towards General Physical Spatial Intelligence in Vision-Language Models

    Aug 3, 2026Jing Wu, Jianhua Wu, Jiayi Guan +5Recent Vision-Language ModelsStable Spatial Understanding

    Xiaomi EV, Beijing, China · College of Automotive and Energy Engineering, Tongji University, Shanghai, China · Independent Researcher

  17. The balance between compactness and forecast accuracy of data-driven latent-space reduced-order models in controlled wake flows

    Jul 27, 2026Alberto Solera-Rico, Patricia García-Caspueñas, Carlos Sanmiguel Vila +1Reduced-Order ModelsLatent Dynamics

    Sub-directorate general of aeronautical systems, Spanish National Institute for Aerospace Technology (INTA), ctra. M-301, km. 10.5, 28330 San Mart´ın de la Vega, Madrid, Spain. · Departamento de Ingenier´ıa Aeroespacial, Universidad Carlos III de Madrid, Avenida de la Universidad 30, 28911 Legan´es, Madrid, Spain. · Department of Mechanical Engineering, University of Washington, 1410 NE Campus Parkway, Seattle, WA 98195, USA.

  18. mmSimPrior: Learning Simulation Priors for Data-Efficient and Generalizable Real-World Radar-based Human Motion Reconstruction

    Jul 25, 2026Cheng Guo, Qiming Cao, Shengkai Xu +4Kinematic PriorsPrior Knowledge Integration

    University of North Carolina at Charlotte, Charlotte, NC, USA · Purdue University, West Lafayette, IN, USA

  19. GeoChrono: Benchmarking and Rethinking Long-Term Temporal Understanding in Remote Sensing

    Jul 17, 2026Yujie Li, Jiancheng Pan, Zhiwei Wei +3Remote SensingLand Cover

    Beijing University of Posts and Telecommunications Haidian, Beijing, China · Tsinghua University Haidian, Beijing, China · Hunan Normal University Changsha, Hunan, China +1

  20. TEDDY: A Pediatric Foundation Model for Risk Forewarning from ICD-Coded Diagnostic Histories

    Jul 15, 2026Matthew Brady Neeley, Jorge Botas, Johnathan Jia +5Readmission PredictionSpatial Encoding

    Baylor College of Medicine

  21. Evaluating Encoding Strategies for Closed-Loop Classification in Biological Neural Networks

    Jul 15, 2026Martin Schottlender, Veronika Volkova, Pengjie Zhou +3Neural NetworkSpatial Encoding

    Deutsche Telekom Chair of Communication Networks, Dresden University of Technology, Germany · Centre for Tactile Internet with Human-in-the-Loop (CeTI), Dresden, Germany

  22. Vision-Based Dribbling for Humanoid Soccer via Privileged Representation Learning

    Jul 14, 2026Flavio Maiorana, Valerio Spagnoli, Eugenio Bugli +5BadmintonHumanoid Robotics

    Dept. of Computer, Control, and Management Engineering Sapienza University of Rome, Rome (Italy) · Institut de Robòtica i Informàtica Industrial (CSIC-UPC), C/ Llorens i Artigas 4-6, 08028, Barcelona, Spain · École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland

  23. Multimodal Spatiotemporal-Frequency Fusion with Peak Enhancement for Cellular Traffic Forecasting

    Jul 8, 2026Qingzhong Li, Yue Hu, Hui Ma +4Accurate Traffic ForecastingTwo-Level Spatial-Frequency Fusion Strategy

    Xinjiang Key Laboratory of Intelligent Computing and Smart Applications, School of Software, Xinjiang University, Urumqi 830017, China. · College of Geography and Remote Sensing Sciences, Xinjiang University, Urumqi 830046, China.

  24. Masked Generative-Contrastive Representation Learning for Cross-Dataset EEG-Based Emotion Recognition

    Jul 5, 2026Huqin Weng, Jiayang Huang, Yimin Wen +3Contrastive LearningSpatial Encoding

  25. Progressive Pose-Guided 4D Animal Reconstruction from Monocular Video

    Jun 30, 2026Siyuan Li, Weiying Chen, Yilin Wang +34D ReconstructionMonocular Video

    University of Alberta, Edmonton, AB, Canada · Concordia University, Montreal, QC, Canada

  26. ConTex: Reformulating Counterfactual Generation For Time Series Forecasting

    Jun 16, 2026Jan Voets, Hasan Tercan, Tobias Meisen +1Counterfactual GenerationForecasting Backbone

    Institute for Technologies and Management of Digital Transformation University of Wuppertal

  27. T-Rex: Tactile-Reactive Dexterous Manipulation

    Jun 15, 2026Dantong Niu, Zhuoyang Liu, Zekai Wang +31TactileContact-Rich Dexterous Manipulation

    UC Berkeley · NVIDIA · La Sapienza University +3

  28. EmoZone-Talker: Regional Semantic Control of Audio-Driven 3DGS Talking Heads via Facial Action Units

    Jun 14, 2026Tingting Chen, Shaojun Wang, Huaye Zhang +2Facial Expression RecognitionCo-Speech Gesture Generation

    China University of Petroleum (East China)

  29. More with LESS -- Local Scene Representations for Tactile Imaging

    Jun 12, 2026Zohar Rimon, Elisei Shafer, Tal Tepper +4TactileSemantic Scene Understanding

    1Technion - Israel Institute of Technology · 2Rambam Health Care Campus

  30. DynaTok: Token-Based 4D Reconstruction from Partial Point Clouds

    Jun 10, 2026Weirong Chen, Keisuke Tateno, Hidenobu Matsuki +34D ReconstructionPoint Clouds

    TU Munich · Google · Munich Center for Machine Learning

  31. ProSarc: Prosody-Aware Sarcasm Recognition Framework via Temporal Prosodic Incongruity

    Jun 4, 2026Prathamjyot Singh, Ashima Sood, Sahil Sharma +1ProsodyHumor

    Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, India · School of Computing, Engineering and Intelligent Systems, Ulster University, Londonderry, United Kingdom · School of Computing, Ulster University, Belfast, United Kingdom

  32. Probing Spatial Structure in Pretrained Audio Representations

    Jun 4, 2026Chuyang Chen, Sivan Ding, Adrian S. Roman +1Spatial AudioNeural Audio

    Music and Audio Research Laboratory, New York University, USA

  33. Breaking the Cascade: Compact Nonlinear Optical Computing with Single-Layer Encoder-Decoder Co-Localization

    May 31, 2026Yuntian Wang, Alexander Chen, Md Sadman Sakib Rahman +1Photonic Transformer AcceleratorsNonlinearity

    1Electrical and Computer Engineering Department, University of California, Los Angeles, CA, 90095, USA

  34. ParCo-SDF: Learning Prior-Free Partial-to-Complete Signed Distance Fields of Deformable Objects

    May 28, 2026Deokmin Hwang, Minseok Song, Daehyung ParkGeometric ReconstructionContinuous Distance Field

    School of Computing, Korea Advanced Institute of Science and Technology, Korea

  35. Agent-Centric Social Trajectory Prediction: A Free Energy Principle Perspective

    May 25, 2026Yanping Wu, Ji Zhang, Hao Chen +2Ego-Trajectory PredictionSpatial Encoding

    University of Glasgow Glasgow, UK · Southwest Jiaotong University Chengdu, China

  36. PhenoYieldNet: Learning Crop-Aware Phenological Responses for Multi-Crop Yield Prediction

    May 22, 2026Yu Luo, Xiaogang Zhu, Shan Zeng +4Agricultural PredictionSpatial Encoding

    School of Computer Science, The University of Sydney, NSW 2006, Australia · School of Computer Science and Information Technology, Adelaide University, SA 5005, Australia · College of Mathematics and Computer Science, Wuhan Polytechnic University, Wuhan, China +2

  37. Improving Viewpoint-Invariance and Temporal Consistency for Action Detection

    May 21, 2026Yannick Porto, Renato Martins, Thomas Chalumeau +1Fine-Grained Video UnderstandingSpatial Encoding

    ⋆Universit Bourgogne Europe, CNRS, ICB · † TEB Group, Prynel SAS

  38. CASE-NET: Deep Spatio-Temporal Representation Learning via Causal Attention and Channel Recalibration for Multivariate Time Series Classification

    May 21, 2026Fan Zhang, Yating Cui, Hua WangTime-Series ClassificationMultivariate Time-Series

    Shandong Technology and Business University · Ludong University

  39. RCGDet3D: Rethinking 4D Radar-Camera Fusion-based 3D Object Detection with Enhanced Radar Feature Encoding

    May 20, 2026Weiyi Xiong, Bing Zhu4D Radar3D Object Detection

    School of Automation Science and Electrical Engineering, Beihang University, Beijing, P.R. China

  40. Sketch2MinSurf: Vision-Language Guided Generation of Editable Minimal Surfaces from Hand-Drawn Sketches

    May 20, 2026Wenda Wang, Anqi Liu, Junqi Yang +4SketchesSurface Representation

    School of Architecture, Tsinghua University · Department of Architecture, National University of Singapore

  41. Towards Data-Efficient Video Pre-training with Frozen Image Foundation Models

    May 18, 2026Svetlana Orlova, Niccolò Cavagnero, Gijs DubbelmanVideo Foundation ModelsFrozen Vision-Language Models

    Eindhoven University of Technology

  42. VAMP-Diff: VampPrior Latent Diffusion for Photoplethysmography Modeling

    May 17, 2026Fatemeh Ghasemi Balouei, Nathan Willemsen, Mahesh Banavar +1Remote PhotoplethysmographyIdentity-Conditioned Latent Diffusion Models

    Department of Electrical and Computer Engineering, Clarkson University, Potsdam, USA · Data Science, Worcester Polytechnic Institute, Worcester, USA · Department of Computer Science, Data Science, and Artificial Intelligence, Worcester Polytechnic Institute, Worcester, USA

  43. Genetic algorithm vs. gradient descent for training a neural network architecture dedicated to low data regimes in small medical datasets

    May 13, 2026Amine Boukhari, Boglarka Ecsedi, Laszlo Papp +1Deep Learning ArchitecturesGradient Descent

    Laboratory of medical information processing (LaTIM), INSERM, UMR 1101,university of western brittany · Center for Medical Physics and Biomedical Engineering, Medical University of Vienna · Georgia Institute of Technology

  44. REFNet++: Multi-Task Efficient Fusion of Camera and Radar Sensor Data in Bird's-Eye Polar View

    May 12, 2026Kavin Chandrasekaran, Sorin Grigorescu, Gijs Dubbelman +1Multi-Sensor FusionBird'S-Eye View

    Elektrobit Automotive GmbH · Transilvania University of Brasov · Eindhoven University of Technology

  45. ChronoSC: Task-Oriented Semantic Communication via Temporal-to-Color Encoding

    May 11, 2026Phuc H. Nguyen, Trung T. Nguyen, Quy N. Duong +1Video CompressionSemantic Communications

    Smart Green Transformation Center (GREEN-X), VinUniversity, Vietnam. · School of Computer Science and Statistics, Trinity College Dublin, Ireland

  46. SSDA: Bridging Spectral and Structural Gaps via Dual Adaptation for Vision-Based Time Series Forecasting

    May 10, 2026Mingrui Zhang, Hanchen Yang, Wengen Li +4Time Series ForecastingSpatial Encoding

  47. An Elastic Shape Variational Autoencoder for Skeleton Pose Trajectories

    May 10, 2026Arafat Rahman, Shashwat Kumar, Laura E. Barnes +1Conditional Variational AutoencoderSkeleton

    Systems and Information Engineering, University of Virginia, Charlottesville, VA, USA · Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA · Dept. of Applied Mathematics and Statistics, Johns Hopkins University, Baltimore, MD, USA

  48. WavesFM: Hierarchical Representation Learning for Longitudinal Wearable Sensor Waveforms

    May 9, 2026Peng Cao, Zhijian Yang, Tennison Liu +17Wearable PhysiologyWaveforms

    Google Research · University of Washington · MIT

  49. MLCR: Multi-Level Cue Refinement for Long-Term Multimodal Action Quality Assessment

    May 9, 2026Qiqi Li, Pengfei Wang, Hongyu Chen +1Multimodal EvaluationSpatial Encoding

    Qiushi Academy for Advanced Studies (QAAS), Zhejiang University, Hangzhou, Zhejiang, 310007, China · College of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang, 310007, China · School of Software Technology, Zhejiang University, Hangzhou, Zhejiang, 310007, China +3

  50. Tracing the Arrow of Time: Diagnosing Temporal Information Flow in Video-LLMs

    May 8, 2026Peitao Han, Fei Cheng, Lis K. Pereira +2Fine-Grained Video UnderstandingSpatial Encoding

    The University of Osaka · Center for Information and Neural Networks · National Institute of Information and Communications Technology +2

  51. Weather-Robust Scene Semantics with Vision-Aligned 4D Radar

    May 8, 2026Kali Hamilton, Christoffer HeckmanRadarFrozen Vision-Language Models

    Autonomous Robotics and Perception Group at the University of Colorado Boulder, Boulder, CO 80309, USA.

  52. AsymTalker: Identity-Consistent Long-Term Talking Head Generation via Asymmetric Distillation

    May 1, 2026Yuxin Lu, Jiayang Sun, Guibo Zhu +1TalkSpatial Encoding

    Soochow University · Institute of Automation, Chinese Academy of Sciences

  53. PEPS: Positional Encoding Projected Sampling -- Extended

    Apr 27, 2026Guillaume Perez, Janarbek Matai, Takahiro HaradaPositional EncodingNeural Representations

    Advanded Micro Devices

  54. HyperSpace: A Generalized Framework for Spatial Encoding in Hyperdimensional Representations

    Apr 16, 2026Shay Snyder, Andrew Capodieci, David Gorsich +1Holographic Reduced RepresentationsSpatial Encoding

    George Mason University · George Mason University, Fairfax, Virginia, USA · Neya Robotics +3

  55. Towards Long-Form Spatio-Temporal Video Grounding

    Feb 26, 2026Xin Gu, Bing Fan, Jiali Yao +5Video Temporal GroundingSpatio-Temporal Attention

    University of Chinese Academy of Sciences · 2UNT · Institute of Software Chinese Academy of Sciences +2

  56. PACT-WAM: Predicting Actions and Visual Foresight with Compact Temporal Encoding for Robot Manipulation

    Feb 5, 2026Yushan Liu, Jingjing Fan, Shoujie Li +3Robotic ManipulationForesight

    Tsinghua University · Nanyang Technological University · Xspark AI

  57. Rethinking Zero-Shot Time Series Classification: From Task-specific Classifiers to In-Context Inference

    Jan 31, 2026Juntao Fang, Shifeng Xie, Shengbin Nie +7Time-Series ClassificationTimestep Embeddings

    Guangdong University of Technology, Guangzhou, China · Huawei Noah’s Ark Lab, Paris, France · Paris Descartes University, Paris, France +2

  58. Slot-ID: Identity-Preserving Video Generation from Reference Videos via Slot-Based Temporal Identity Encoding

    Jan 4, 2026Yixuan Lai, He Wang, Kun Zhou +1Long VideosSpatial Encoding

    State Key Lab of CAD&CG Zhejiang University Hangzhou, China · Department of Computer Science University College London London, UK

  59. Hi-DREAM: Brain-Inspired Hierarchical Diffusion for fMRI-to-Image Reconstruction via ROI Encoder and VisuAl Mapping

    Nov 14, 2025Guowei Zhang, Yun Zhao, Kai Sun +4Functional Magnetic Resonance ImagingNeural Reconstruction

    Dept of Data Science and AI, Monash University, Melbourne, Australia · Brain and Mind Centre, University of Sydney, Sydney, Australia · School of Psychological Sciences, Monash University, Melbourne, Australia

  60. Efficient Traffic State Prediction With Dynamic Joint Spatio-Temporal Relation Inference

    Apr 10, 2025Zhifeng Hao, Kai Hu, Juncai Zhang +2Accurate Traffic ForecastingSpatial Encoding

    School of Cyberspace Security, Hainan University, Haikou, China