Pixels

Ask about this topic

Momentum

12 papers in the last four weeks, up 9% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 100

All topics
CardsList

  1. From Pixels to Policy: A Multi-Agent System for Intervention and Geo-Spatial Decision Support

    Oct 1, 2026Hosam Elgendy, Utkarsh MallUrban EnvironmentsGeospatial Reasoning

    Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE

  2. Geometric Similarity in VLM Low-Level Vision Representations

    Oct 1, 2026Shao-Jun Xia, Huixin Zhang, Zhen Lei +3Recent Vision-Language ModelsDiffusion Transformers

    Florida State University · UNC Chapel Hill

  3. Atomizer-IO: Beyond Pixels, Patches and Grids

    Sep 30, 2026Hugo Riffaud de Turckheim, Sylvain Lobry, Nicolas Houdré +3VoxelSpatial Attention

    INRIA, Montpellier, France · LIPADE, Université Paris Cité, Paris, France · DM3L, University of Zurich, Zurich, Switzerland +1

  4. Pixels to Keys: Exploring Spatial and Motion Cues in Gameplay Inverse Dynamics

    Sep 29, 2026Abhishek Pillai, Ekta Prashnani, Joohwan Kim +1Inverse DynamicsMotion

    NVIDIA

  5. Think Before You Restore: Risk-Aware Manchu Manuscript Restoration with Stroke-Guided Attention

    Sep 28, 2026Mingqiu Liang, Dongdong Wang, Siyang Lu +2RestorationHistorical Manuscripts

    School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China · College of Design, Construction, and Planning, University of Florida, Gainesville, FL, USA · School of Japanese Studies, Dalian University of Foreign Languages, Dalian, China

  6. From Pixel to Poses: Object-centric Tool Manipulation Learning from Human Demonstrations

    Sep 28, 2026Bangjun Wang, Longyan Wu, Yukun Wei +8Robotic ManipulationObject-Centric Representations

    The University of Hong Kong · Shanghai Innovation Institute · Xiaomi EV

  7. From Text Decisions to Pixels: An Study of Jev-Style Visual Choice Model

    Sep 24, 2026Xunlan Zhou, Xianliang Yang, Li ZhaoKnowledge-Based Visual Question AnsweringPixels

    School of Intelligence Science and Technology, Nanjing University, Suzhou, China · Microsoft Research Asia

  8. What Looks Like a Capability Limit in Vision-Language Models Is a Readout Limit

    Sep 23, 2026Alfredo F. Frontera Del ValleReadoutPixels

    Columbia University

  9. Pixel Decodability Is Not a Compression Signal: Causally Evaluating Importance Proxies for Visual KV-Cache Eviction

    Sep 14, 2026Chenyu Zhou, Qiliang Jiang, Shuning Wu +1Data Compression MethodsPixels

    School of Engineering, Institute of Science Tokyo, Japan · College of Control Science and Engineering, Zhejiang University, China · Department of Electrical and Computer Engineering, National University of Singapore

  10. Exponential Pixelating Integral transform with dual fractal features for enhanced chest X-ray abnormality detection

    Sep 11, 2026Naveenraj Kamalakannan, Sri Ram Macharla, M Kanimozhi +1Chest X-RayRespiratory Sound Classification

    a – The Construct, Barcelona, Spain · b – Involgixs Inc, USA · c - School of Electronics Engineering, Vellore Institute of Technology, Vellore, Tamilnadu, India

  11. From Pixels to Hierarchical Sequences: Quadtree Mask Encoding for Vision-Language Binary Change Detection

    Sep 9, 2026Xiao An, Ruikang Zhang, Chen Zhong +4Change DetectionRecent Vision-Language Models

    Wuhan University · Peking University · Shanghai Artificial Intelligence Laboratory

  12. Charts Are Beyond Pixels: Probing for Layer-Wise Chart Understanding and Editing

    Sep 8, 2026Xiaochuan Zhong, Yifan Hou, Chenxi Pang +1ChartLayer-Wise

    DeepDelta Lab, School of Artificial Intelligence, Shanghai Jiao Tong University · ETH Zurich · Google DeepMind

  13. Ten Architectures, One Error: Shared Failure Modes in Hyperspectral Classification under Spatially Disjoint Evaluation

    Sep 1, 2026Ehsan Faghih, Fatemeh Ashrafi, Marguerite Moore +1Hyperspectral ImageImage Classification

    North Carolina State University, Wilson College of Textiles Raleigh, NC, USA

  14. No Pixel Left Behind: Filling Gaps in Anime Colorization

    Sep 1, 2026Masahiro Kono, Akinobu Maejima, Yuki Koyama +2PixelsSketches

    The University of Tokyo · OLM Digital, Inc.

  15. Advanced Pixel Diffusion Model with Guided Sparse Global Refinement

    Sep 1, 2026Weiyi You, Jinhua Zhang, Xingyu Zhou +3PixelloopPixels

    University of Electronic Science and Technology of China

  16. SePArate: Segmenting Patterns from Defects in Wafer Manufacturing Using Weak Supervision

    Aug 31, 2026Dain Kwon, Changmin Shin, Sunjong Park +5Defect DetectionSemiconductor Manufacturing

    Seoul National University · SK Hynix

  17. GeoRefer-Bench: A Benchmark from Referring Pixels to Verifiable Geospatial Reasoning

    Aug 25, 2026Shuaishuai Cao, Min Huang, Meng Tang +3Geospatial ReasoningSpatial Intent

    Central South University · Jiangxi Normal University · Hohai University +2

  18. PixSDS: Why Latent SDS Makes Noisy Pixels

    Aug 13, 2026Vsevolod Skorokhodov3D Generative ModelsPixelloop

    EPFL, Lausanne, Switzerland

  19. Thinking With Tools, Not With Pixels: Tool Calls as Text Scaffolds for Visual Reasoning

    Aug 10, 2026Jiahao Shao, Yuanbo Yang, Yiyi Liao +3Visual ReasoningPixels

    Hong Kong University of Science and Technology · Zhejiang University · Ant Group +1

  20. Beyond Uniform Restoration: Empowering All-in-One Restoration with Pixel-Level Multimodal Guidance

    Aug 10, 2026Chunxiao Liu, Wei Liu, Anbin Xiong +1Image RestorationRestoration

    Xiaomi Corporation Beijing, China

  21. When Latents Forget Pixels: Restoring Fidelity in Diffusion Transformer Super-Resolution

    Aug 10, 2026Yu Shi, Yuyao Zhang, Yu-wing TaiGenerative Super-ResolutionDiffusion Transformers

    Dartmouth College

  22. SI-Edit: Toward Sketch-Instruction Guided Local Image Editing with Pixel-Level Precision

    Aug 10, 2026Weixin Ye, Wei Wang, Hongguang Zhu +1Image EditingEdit

    Institute of Information Science, Beijing Jiaotong University Visual Intelligence + X International Joint Laboratory Beijing, China · City University of Macau Macau, Macau · Meitu Inc Beijing, China

  23. Learning human joint torques from pixels

    Aug 10, 2026Chen Chen, Rui ChengBiomechanicsTorque

    Beijing Normal-Hong Kong Baptist University, Zhuhai, China · AnHui University, Hefei, China

  24. When Prompts Become Pixels: Prompt-Region Grounding for Multimodal Reasoning

    Aug 5, 2026Yongxin Wang, Ruizhe Zhou, Yueling Tang +4Multimodal ReasoningMultimodal Large Language Models

    Mohamed bin Zayed University of Artificial Intelligence · Sun Yat-sen University · Transsion +1

  25. An Analysis and Implementation of Seam Carving for Content-Aware Image Resizing

    Aug 5, 2026Francesco TosoniCroppingLearned Image Compression

    L’EMbeDS, Sant’Anna School of Advanced Studies Pisa, Italy

  26. Pattern over Pixels: Measuring Pattern Completion Bias in Multimodal Code Generation

    Aug 4, 2026Khai-Nguyen Nguyen, Oscar Chaparro, Antonio MastropaoloMultimodal Large Language ModelsFew-Shot Font Generation

    William & Mary Williamsburg, USA · University of Virginia

  27. PNEC-Mamba: Prototype-Guided Positive-Negative Evidence Calibration for Hyperspectral Image Classification

    Aug 3, 2026Mingzhen Xu, Can Xu, Di Wang +2Hyperspectral ImageImage Classification

  28. PixelSR: Efficient Screen Content Super-Resolution via Pixel Classification

    Aug 1, 2026Zhiheng Li, Lei Chen, Jie Zhou +1Real-World Image Super-ResolutionHigh-Resolution

    Department of Automation, Tsinghua University, Beijing, 100084, China.

  29. FDIR: Harmonizing Fidelity and Human-Machine Preference in Lossy Compression Image Restoration

    Jul 31, 2026Kuan-Yen Chen, Fang-Yi Su, Philip Chikontwe +1Image RestorationFidelity

    Department of Computer Science and Information Engineering, National Cheng Kung University, Tainan, Taiwan · Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA

  30. From Pixels to PCells: A Neurosymbolic Approach to Photonic Component Creation

    Jul 29, 2026Aadarsh Agarwal, Kenaish Al Qubaisi, Dirk EnglundNanophotonicPixelloop

    Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA

  31. StatePlay: State-Aware Game World Models for Mechanics-Consistent Generation

    Jul 29, 2026Zijun Lin, Zeqing Wang, Cheston Tan +2World ModelsPixels

    Tencent · Nanyang Technological University · Centre for Frontier AI Research, A*STAR +1

  32. StateAct: Program State, before Pixels, for Long-Horizon Computer-Use Agents

    Jul 24, 2026Yan Yang, Xiangru Jian, Ziyang Luo +7Computer-Use AgentsState-Tracking

    Salesforce AI Research

  33. Pixels for Programs? A Cross-Provider Case Study of Input-Token Accounting for Source Code as Text and Images

    Jul 23, 2026Ronak BhalgamiImage-To-Code GenerationOpenai

  34. Show, Don't Tell: Evaluating Spatial Cognition in Generative Pixels Rather Than LLM Text

    Jul 23, 2026Xu Wang, Kaixiang Yao, Miao Pan +4Spatial ReasoningVisual Question Answering Benchmarks

    OmniAI Group of ZJU ACES Lab

  35. Simple Domain Generalization for Strong Pixel-Level Image Tampering Detection in Modern VLMs

    Jul 20, 2026Yi Tang, Xinyi Shang, Jiacheng Cui +12Ai-Generated Image DetectionMultimodal Domain Generalization

    Mohamed bin Zayed University of Artificial Intelligence · University College London · Weizmann Institute of Science

  36. From Pixel to Prognosis: Convolutional and GLCM Feature Fusion for Automated Four-Class Cataract Severity Classification

    Jul 20, 2026K. Mithra, Prem Kumar SanthanamOphthalmologyDirect Feature Fusion

    Independent Researcher, Information and Communication Engineering, Scottsdale, AZ, USA · Seidenberg School of Computer Science and Information Systems, Pace University, New York City, NY, USA

  37. Rate-Utility Frontiers for Language Encodings: Comparing Tokens, Bytes, and Pixels Under Controlled Linguistic Content

    Jul 17, 2026Ingo Ziegler, Martin Krebs, Desmond ElliottPassage EncodingLanguage Modeling

    Department of Computer Science, University of Copenhagen

  38. From Pixels to States: Rethinking Interactive World Models as Game Engines

    Jul 15, 2026Zhen Li, Zian Meng, Shuwei Shi +4Video World ModelsWorld Models

    1Alaya Lab

  39. PixelLoop: Shortcut Topological Navigation with Pixel-Level Loops

    Jul 14, 2026Sarthak Chittawar, Vansh Garg, Aditya Vadali +4Object Goal NavigationSimultaneous Localization And Mapping

    Robotics Research Center, IIIT-Hyderabad, India

  40. From Pixels to Pairs: A Comprehensive Benchmark of LLM-Driven Key-Value Extraction in Noisy Document Settings

    Jul 14, 2026Zahra AnvariExtractionKeys And Value

    Independent AI Researcher.

  41. BOCCHI: A More Realistic and Challenging Benchmark for Local Motion Blur Detection with MSDCT-UNet

    Jul 11, 2026Kuan-Lin Chen, Yuan-Kang Lee, Cheng-Yuan Chiang +1Motion BlurU-Net

    Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan · MediaTek Inc., Hsinchu, Taiwan

  42. What Pixels Are Enough? SEAMS: Sufficiency Saliency via MSE-Preservation Soft-Masks

    Jul 10, 2026Magdalena Trędowicz, Łukasz Struski, Arkadiusz Lewicki +4SaliencyPixels

    Jagiellonian University · University of Information Technology and Management in Rzeszów · Jagiellonian University Medical College

  43. Multimodal 3D LUT Generation via StatLUT with Statistical Features for Photorealistic Style Transfer

    Jul 9, 2026Yifan Wang, Zhixiang Hao, Yu Wang +1Photorealistic Style TransferMultimodal Diffusion Models

    Honor Device Co., Ltd.

  44. EgoWAM: World Action Models Beyond Pixels with In-the-Wild Egocentric Human Data

    Jul 8, 2026Baoyu Li, Xinchen Yin, Mengying Lin +2Egocentric DatasetHuman-To-Robot Transfer

    Georgia Institute of Technology

  45. Segmentation before Answering: Pixel Grounding for MLLM Visual Reasoning

    Jul 7, 2026Yake Wei, Yuan Wang, Fengyun Rao +2Multimodal Large Language ModelsPixels

    Gaoling School of Artificial Intelligence, Renmin University of China · Laboratory of Research on Large Models and Intelligent Governance · Tsinghua University +1

  46. Repurposing CLIP to Localize at Pixel Level

    Jul 6, 2026Jiaxiang Fang, Shiqiang Ma, Jing Wang +3Dense PredictionPixels

    School of Computer Science and Engineering, Central South University, Changsha 410083, China · Advanced Technology Center Beijing AI Laboratory, Chao-Yang District, Beijing 100027, China · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China +1

  47. StructuredEdit: Constraint-Aware Graphic Design Editing via Differentiable Parameter Propagation

    Jul 6, 2026Veeramanohar Avudaiappan, Ritwik MuraliEditFew-Shot Font Generation

    Department of Electrical and Electronics Engineering, Amrita School of Engineering, Coimbatore, Amrita Vishwa Vidyapeetham, India · Department of Computer Science and Engineering, Amrita School of Computing, Coimbatore, Amrita Vishwa Vidyapeetham, India

  48. Do GUI Agents Believe Their Eyes? Diagnosing State-Belief Reliance on Pixels versus Structure

    Jul 5, 2026Guijia Zhang, Harry YangGraphical User Interface AgentsPerception Gap

    1Shenzhen University · 2The Hong Kong University of Science and Technology

  49. Beyond Pixel Diffs: Benchmarking Image Change Captioning for Web UI Visual Regression Testing

    Jul 2, 2026Licheng Zhang, Bach Le, Pengtao Zhao +1Image Difference CaptioningMulti-Image Editing Benchmarks

    School of Computing and Information Systems, University of Melbourne, Melbourne, Australia

  50. From Pixels to Temporal Correlations: Learning Informative Representations for Reinforcement Learning Pre-training

    Jul 1, 2026Jinwen Wang, Youfang Lin, Xiaobo Hu +4Dual-Branch Temporal ModelingSpatio-Temporal Correlations

    School of Computer Science & Technology, Beijing Jiaotong University, Beijing, China · Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University, Beijing, China · Beijing Jiaotong University, Beijing, China

  51. World Narrative Model for Highly Controllable Video Generation: A Paradigm Shift from Pixel Sampling to Physical World Orchestration

    Jun 30, 2026Ye Chen, Xuanhong Chen, Yupeng Zhu +23Generative Video ModelsVideo Generation

    Shanghai Jiao Tong University

  52. PixelU: A U-Shaped Transformer for Efficient End-to-End Pixel Diffusion

    Jun 26, 2026Zipeng Guo, Lichen Ma, Yu He +4Diffusion TransformersPixels

    Xi’an Jiaotong University

  53. FracEvent: Event-Camera Simulation via Fractional-Relaxation Pixel Dynamics

    Jun 25, 2026Langyi Chen, Chuanzhi Xu, Haoxian Zhou +6Optical FlowSlow Relaxation Modes

    1The University of Sydney · 2Massachusetts Institute of Technology · 3Beijing Technology and Business University

  54. From Pixels to Concepts: Growing Rich 3D Semantic Scene Graph Forests utilizing Foundation Models

    Jun 22, 2026David Oberacker, Meike Deitersen, Niklas Spielbauer +33D Scene GraphsSemantic Relationships

    FZI Research Center for Information Technology, 76131 Karlsruhe, Germany · Machine Intelligence and Robotics Lab (MaiRo), Karlsruhe Institute for Technology (KIT), Karlsruhe, Germany

  55. CrossFlow: One-Step Generation Across Latent and Pixel Spaces

    Jun 18, 2026Xiyuan Wang, Xiao Zhang, Yang Li +4Latent Diffusion ModelConditional Variational Autoencoder

    Institute for Artificial Intelligence, Peking University · Tencent · Fudan University

  56. Semantic Robustness Certification for Vision-Language Models

    Jun 17, 2026Peiyu Yang, Paul Montague, Feng Liu +4Vision-Language Foundation ModelsPixels

    School of Computing & Information Systems, University of Melbourne, Australia · Defence Science and Technology Group, Australia.

  57. Splaxel: Efficient Distributed Training of 3D Gaussian Splatting for Large-scale Scene Reconstruction via Pixel-level Communication

    Jun 17, 2026Wenqi Jia, Zhewen Hu, Ying Huang +10Scene ReconstructionCpu-Gpu Hybrid Designs

    UT Arlington · Texas A&M University · Independent Researcher +5

  58. Dehaze-GaussianImage: Zero-Shot Dehazing via Efficient 2D Gaussian Splatting Representation

    Jun 15, 2026Yuhan Chen, Wenxuan Yu, Guofa Li +5Single Image DehazingIntrinsic Image Decomposition

    College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing 400044, China · Department of Electrical and Computer Engineering, Carnegie Mellon University, Moffett Field, CA 94035, USA · National Innovation Center of Intelligent and Connected Vehicles, Beijing 100089, China +1

  59. Pixels to Proofs: Probabilistically-Safe Latent World Model Control via Parallel Conformal Robust MPC

    Jun 14, 2026Devesh Nath, Anutam Srinivasan, Haoran Yin +3Low-Latency Latent PlanningModel Predictive Control

    Georgia Institute of Technology

  60. Globally Localizing Lunar Rover in Pixels via Graph Alignment

    Jun 9, 2026Mao Chen, Xu Yang, Chuankai Liu +5Drone-View Geo-LocalizationGlobal Navigation Satellite System

    The State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China. · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China. · Beijing Aerospace Control Center, Beijing, China. +1