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Porikli, Fatih

  1. Image Segmentation Using Deep Learning: A Survey
    2020/01/15 by Minaee, Shervin, Boykov, Yuri, Porikli, Fatih +3 · 68 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding
    2023/05/18 by Minghua Liu, Ruoxi Shi, Liu, Minghua +15 · 32 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  3. PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models
    2022/12/03 by Liu, Minghua, Zhu, Yinhao, Cai, Hong +4 · 28 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  4. A Self-supervised Approach for Adversarial Robustness
    2020/06/08 by Naseer, Muzammal, Khan, Salman, Hayat, Munawar +2 · 17 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. A Survey on Deep Learning Technique for Video Segmentation
    2021/07/02 by Zhou, Tianfei, Porikli, Fatih, Crandall, David +2 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Local Gradients Smoothing: Defense against localized adversarial attacks
    2018/07/03 by Naseer, Muzammal, Khan, Salman H., Porikli, Fatih · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes
    2022/06/16 by Rui Zhu, Zhu, Rui, Zhengqin Li +7 · 13 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  8. Cross-Domain Transferability of Adversarial Perturbations
    2019/05/28 by Muzammal Naseer, Salman Khan, Naseer, Muzammal +7 · 8 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
  9. HexaGen3D: StableDiffusion is just one step away from Fast and Diverse Text-to-3D Generation
    2024/01/15 by Antoine Mercier, Mercier, Antoine, Ramin Nakhli +12 · 1 voice · 5 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
  10. Factorized Inverse Path Tracing for Efficient and Accurate Material-Lighting Estimation
    2023/04/12 by Wu, Liwen, Zhu, Rui, Yaldiz, Mustafa B. +7 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  11. Distilling Multi-modal Large Language Models for Autonomous Driving
    2025/01/16 by Deepti Hegde, Rajeev Yasarla, Hegde, Deepti +17 · 18 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  12. A Review of Deep Learning for Video Captioning
    2023/04/22 by Moloud Abdar, Meenakshi Kollati, Abdar, Moloud +18 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
  13. MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation
    2023/07/26 by Rajeev Yasarla, Hong Cai, Yasarla, Rajeev +9 · 7 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  14. On Improving Adversarial Transferability of Vision Transformers
    2021/06/08 by Naseer, Muzammal, Ranasinghe, Kanchana, Khan, Salman +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Object-Centric Diffusion for Efficient Video Editing
    2024/01/11 by Kumara Kahatapitiya, Kahatapitiya, Kumara, Adil Karjauv +9 · 7 citations
    Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Video Coding and Compression Technologies
  16. X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection
    2023/03/03 by Klingner, Marvin, Borse, Shubhankar, Kumar, Varun Ravi +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  17. 4D Panoptic Segmentation as Invariant and Equivariant Field Prediction
    2023/03/28 by Minghan Zhu, Zhu, Minghan, Hong Cai +8 · 5 citations
    Computer Science · Engineering · #Image and Object Detection Techniques #Image Processing and 3D Reconstruction #Robotics and Sensor-Based Localization
  18. On Generating Transferable Targeted Perturbations
    2021/03/26 by Naseer, Muzammal, Khan, Salman, Hayat, Munawar +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Sort-free Gaussian Splatting via Weighted Sum Rendering
    2024/10/24 by Qiqi Hou, Randall Rauwendaal, Hou, Qiqi +13 · 8 citations
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Face recognition and analysis
  20. Going Deeper into Action Recognition: A Survey
    2016/05/16 by Herath, Samitha, Harandi, Mehrtash, Porikli, Fatih · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation
    2021/10/24 by Yizhe Zhang, Shubhankar Borse, Zhang, Yizhe +5 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  22. Domain Adaptation by Mixture of Alignments of Second- or Higher-Order\n Scatter Tensors
    2016/11/24 by Piotr Koniusz, Koniusz, Piotr, Yusuf Tas +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech and Audio Processing #Video Surveillance and Tracking Methods
  23. Regularization of Deep Neural Networks with Spectral Dropout
    2017/11/23 by Khan, Salman, Hayat, Munawar, Porikli, Fatih · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Deep Underwater Image Enhancement
    2018/07/10 by Anwar, Saeed, Li, Chongyi, Porikli, Fatih · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Task-generalizable Adversarial Attack based on Perceptual Metric
    2018/11/22 by Muzammal Naseer, Naseer, Muzammal, Salman Khan +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation
    2023/04/06 by Yunxiao Shi, Hong Cai, Shi, Yunxiao +4 · 4 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Optical measurement and interference techniques
  27. X-Align++: cross-modal cross-view alignment for Bird's-eye-view segmentation
    2023/06/06 by Borse, Shubhankar, Yogamani, Senthil, Klingner, Marvin +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  28. InverseForm: A Loss Function for Structured Boundary-Aware Segmentation
    2021/04/06 by Borse, Shubhankar, Wang, Ying, Zhang, Yizhe +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. Deep Edge-Aware Saliency Detection
    2017/08/15 by Jing Zhang, Yuchao Dai, Zhang, Jing +5 · 2 citations
    Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Image and Video Quality Assessment #Visual Attention and Saliency Detection
  30. Consistency and Diversity induced Human Motion Segmentation
    2022/02/10 by Zhou, Tao, Fu, Huazhu, Gong, Chen +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Clockwork Diffusion: Efficient Generation With Model-Step Distillation
    2023/12/13 by Amirhossein Habibian, Amir Ghodrati, Habibian, Amirhossein +11 · 3 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  32. Learning Implicit Feature Alignment Function for Semantic Segmentation
    2022/06/17 by Hanzhe Hu, Hu, Hanzhe, Yinbo Chen +11 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  33. SALISA: Saliency-based Input Sampling for Efficient Video Object Detection
    2022/04/05 by Babak Ehteshami Bejnordi, Bejnordi, Babak Ehteshami, Amirhossein Habibian +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  34. FutureDepth: Learning to Predict the Future Improves Video Depth Estimation
    2024/03/19 by Rajeev Yasarla, Manish Kumar Singh, Yasarla, Rajeev +15 · 5 citations
    Computer Science · #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques
  35. Skip-Attention: Improving Vision Transformers by Paying Less Attention
    2023/01/05 by Venkataramanan, Shashanka, Ghodrati, Amir, Asano, Yuki M. +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild
    2022/10/13 by Kaifeng Zhang, Zhang, Kaifeng, Yang Fu +9 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  37. Bregman Divergences for Infinite Dimensional Covariance Matrices
    2014/03/18 by Mehrtash Harandi, Mathieu Salzmann, Harandi, Mehrtash +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  38. DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling
    2023/03/24 by Jisoo Jeong, Hong Cai, Jeong, Jisoo +5 · 2 citations
    Computer Science · Medicine · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
  39. QuickSRNet: Plain Single-Image Super-Resolution Architecture for Faster Inference on Mobile Platforms
    2023/03/08 by Berger, Guillaume, Dhingra, Manik, Mercier, Antoine +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  40. Learning an Invariant Hilbert Space for Domain Adaptation
    2016/11/25 by Herath, Samitha, Harandi, Mehrtash, Porikli, Fatih · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Simultaneous Stereo Video Deblurring and Scene Flow Estimation
    2017/04/11 by Liyuan Pan, Yuchao Dai, Pan, Liyuan +5 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  42. Neural Graphics Texture Compression Supporting Random Access
    2024/05/06 by Farzad Farhadzadeh, Qiqi Hou, Farhadzadeh, Farzad +11 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  43. LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation
    2025/01/27 by Farzad Farhadzadeh, Farhadzadeh, Farzad, Debasmit Das +5 · 4 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Dam Engineering and Safety #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring
  44. Planar Gaussian Splatting
    2024/12/02 by Farhad Ghazvinian Zanjani, Zanjani, Farhad G., Hong Cai +7 · 3 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Electrohydrodynamics and Fluid Dynamics #FOS: Computer and information sciences
  45. Super-Trajectory for Video Segmentation
    2017/02/28 by Wenguan Wang, Jianbing Shen, Wang, Wenguan +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  46. MoViE: Mobile Diffusion for Video Editing
    2024/12/09 by Adil Karjauv, Noor Fathima, Karjauv, Adil +9 · 4 citations
    Social Sciences · #Multimedia Communication and Technology
  47. HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories
    2024/12/22 by Eric Hedlin, Munawar Hayat, Hedlin, Eric +7 · 1 voice · 2 citations
    Computer Science · #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Image Processing and 3D Reconstruction #cs.LG
  48. FouRA: Fourier Low Rank Adaptation
    2024/06/13 by Borse, Shubhankar, Kadambi, Shreya, Pandey, Nilesh Prasad +7 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization
    2025/04/15 by Roy, Aniket, Borse, Shubhankar, Kadambi, Shreya +8 · 3 citations
    #FOS: Computer and information sciences #Graphics (cs.GR)
  50. PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer
    2024/07/16 by Pierre-David Létourneau, Manish Kumar Singh, Letourneau, Pierre-David +15 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  51. DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction
    2023/03/02 by Borse, Shubhankar, Das, Debasmit, Park, Hyojin +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons (Extended Version)
    2016/04/01 by Koniusz, Piotr, Cherian, Anoop, Porikli, Fatih · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  53. DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions
    2024/03/18 by Yunxiao Shi, Manish Kumar Singh, Shi, Yunxiao +5 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques
  54. Efficient neural supersampling on a novel gaming dataset
    2023/08/03 by Antoine Mercier, Ruan Erasmus, Mercier, Antoine +9 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Processing Techniques and Applications #Machine Learning (cs.LG)
  55. Neural 5G Indoor Localization with IMU Supervision
    2024/02/15 by Ermolov, Aleksandr, Kadambi, Shreya, Arnold, Maximilian +8 · 1 citation
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  56. OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation
    2024/03/26 by Jeong, Jisoo, Cai, Hong, Garrepalli, Risheek +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  57. MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans
    2025/06/25 by Shubhankar Borse, Seokeon Choi, Borse, Shubhankar +15 · 3 citations
    Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #AI in cancer detection
  58. Structuring The Future: Diffusion LLM Speculative Decoding via Calibrated Draft Graphs
    2025/09/22 by Risheek Garrepalli, Agrawal, Sudhanshu, Garrepalli, Risheek +7 · 5 citations
    Computer Science · #Neural Networks and Applications
  59. PosSAM: Panoptic Open-vocabulary Segment Anything
    2024/03/14 by Vibashan VS, Shubhankar Borse, VS, Vibashan +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  60. EdgeRelight360: Text-Conditioned 360-Degree HDR Image Generation for Real-Time On-Device Video Portrait Relighting
    2024/04/15 by Lin, Min-Hui, Mahesh Reddy, Guillaume O. Berger +8 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  61. Segmentation-Free Guidance for Text-to-Image Diffusion Models
    2024/06/03 by Kambiz Azarian, Debasmit Das, Azarian, Kambiz +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Mathematics, Computing, and Information Processing
  62. SubZero: Composing Subject, Style, and Action via Zero-Shot Personalization
    2025/02/27 by Borse, Shubhankar, Bhardwaj, Kartikeya, Dastjerdi, Mohammad Reza Karimi +8 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  63. ToSA: Token Selective Attention for Efficient Vision Transformers
    2024/06/13 by Singh, Manish Kumar, Yasarla, Rajeev, Cai, Hong +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  64. RoCA: Robust Cross-Domain End-to-End Autonomous Driving
    2025/06/11 by Rajeev Yasarla, Yasarla, Rajeev, Shizhong Han +17 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  65. Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models
    2025/05/29 by Farhadzadeh, Farzad, Das, Debasmit, Borse, Shubhankar +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences