vix.ing · top · new · best · stats · spec

Kortylewski, Adam

  1. PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning
    2020/04/12 by Chenglin Yang, Yang, Chenglin, Adam Kortylewski +7 · 1 voice · 8 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #cs.CV
  2. 3D Morphable Face Models -- Past, Present and Future
    2019/09/03 by Egger, Bernhard, Smith, William A. P., Tewari, Ayush +10 · 29 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  3. Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning
    2022/12/01 by Zhuowan Li, Xingrui Wang, Li, Zhuowan +11 · 32 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  4. A-SDF: Learning Disentangled Signed Distance Functions for Articulated\n Shape Representation
    2021/04/15 by Jiteng Mu, Weichao Qiu, Mu, Jiteng +9 · 23 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
  5. PartImageNet: A Large, High-Quality Dataset of Parts
    2021/12/02 by He Ju, Shuo Yang, He, Ju +15 · 16 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
  6. ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering
    2023/12/10 by Haokai Pang, Heming Zhu, Pang, Haokai +7 · 24 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  7. TransFG: A Transformer Architecture for Fine-grained Recognition
    2021/03/14 by He Ju, Jie-Neng Chen, He, Ju +11 · 10 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  8. Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape
    2023/08/22 by Jiacong Xu, Xu, Jiacong, Yi Zhang +37 · 12 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Veterinary · #Animal Behavior and Welfare Studies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Human-Animal Interaction Studies #Machine Learning (cs.LG)
  9. Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search
    2023/06/01 by Qihao Liu, Adam Kortylewski, Liu, Qihao +7 · 9 citations
    Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Topic Modeling #Generative Adversarial Networks and Image Synthesis
  10. Multimodal Image Synthesis and Editing: The Generative AI Era
    2021/12/27 by Fangneng Zhan, Zhan, Fangneng, Yingchen Yu +15 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  11. Generating Images with 3D Annotations Using Diffusion Models
    2023/06/13 by Ma, Wufei, Liu, Qihao, Wang, Jiahao +11 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Amodal Segmentation through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model
    2020/10/25 by Yihong Sun, Sun, Yihong, Adam Kortylewski +3 · 4 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 #Visual Attention and Saliency Detection
  13. Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering
    2024/06/02 by Xingrui Wang, Wufei Ma, Wang, Xingrui +9 · 8 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
  14. Training Deep Face Recognition Systems with Synthetic Data
    2018/02/16 by Adam Kortylewski, Kortylewski, Adam, Schneider, Andreas +8 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Video Surveillance and Tracking Methods
  15. SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering
    2022/04/05 by Vipul Gupta, Gupta, Vipul, Zhuowan Li +9 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  16. Robust Object Detection under Occlusion with Context-Aware CompositionalNets
    2020/05/24 by Angtian Wang, Wang, Angtian, Yihong Sun +5 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring
  17. 3D-Aware Visual Question Answering about Parts, Poses and Occlusions
    2023/10/27 by Xingrui Wang, Wang, Xingrui, Wufei Ma +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  18. ImageNet3D: Towards General-Purpose Object-Level 3D Understanding
    2024/06/13 by Wufei Ma, Ma, Wufei, Guanning Zeng +13 · 6 citations
    Computer Science · Earth and Planetary Sciences · #Advanced Neural Network Applications #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques
  19. OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
    2021/11/29 by Zhao, Bingchen, Yu, Shaozuo, Ma, Wufei +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Relightable Neural Actor with Intrinsic Decomposition and Pose Control
    2023/12/18 by Diogo Luvizon, Vladislav Golyanik, Luvizon, Diogo +7 · 5 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric\n Shape Understanding
    2019/03/21 by İlke Demir, Camilla Hahn, Demir, Ilke +17 · 2 citations
    Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image and Object Detection Techniques
  22. Compositional Convolutional Neural Networks: A Deep Architecture with\n Innate Robustness to Partial Occlusion
    2020/03/09 by Adam Kortylewski, Ju He, Kortylewski, Adam +6 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  23. Compositional Convolutional Neural Networks: A Robust and Interpretable\n Model for Object Recognition under Occlusion
    2020/06/28 by Adam Kortylewski, Kortylewski, Adam, Qing Liu +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
  24. CoKe: Localized Contrastive Learning for Robust Keypoint Detection
    2020/09/29 by Yutong Bai, Bai, Yutong, Angtian Wang +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization
  25. Robust Model-based Face Reconstruction through Weakly-Supervised Outlier Segmentation
    2021/06/17 by Chunlu Li, Andreas Morel-Forster, Li, Chunlu +7 · 2 citations
    Computer Science · Medicine · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Rejuvenation and Surgery Techniques
  26. OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
    2023/04/17 by Zhao, Bingchen, Wang, Jiahao, Ma, Wufei +7 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data
    2024/06/06 by Qihao Liu, Liu, Qihao, Yi Zhang +7 · 4 citations
    Computer Science · Engineering · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques #Human Motion and Animation
  28. Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion Models
    2024/05/27 by Wang, Qian, Eldesokey, Abdelrahman, Mendiratta, Mohit +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Scene-Aware 3D Multi-Human Motion Capture from a Single Camera
    2023/01/12 by Luvizon, Diogo, Habermann, Marc, Golyanik, Vladislav +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. General Neural Gauge Fields
    2023/05/05 by Zhan, Fangneng, Liu, Lingjie, Kortylewski, Adam +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  31. AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars
    2023/06/01 by Mendiratta, Mohit, Pan, Xingang, Elgharib, Mohamed +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  32. 3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation
    2023/08/19 by Yi Zhang, Pengliang Ji, Zhang, Yi +9 · 2 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  33. Robust Instance Segmentation through Reasoning about Multi-Object Occlusion
    2020/12/03 by Xiaoding Yuan, Adam Kortylewski, Yuan, Xiaoding +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  34. NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose Estimation
    2021/01/29 by Wang, Angtian, Kortylewski, Adam, Yuille, Alan · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. Rethinking Re-Sampling in Imbalanced Semi-Supervised Learning
    2021/06/01 by Ju He, He, Ju, Adam Kortylewski +11 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Infrastructure Maintenance and Monitoring
  36. Informed MCMC with Bayesian Neural Networks for Facial Image Analysis
    2018/11/19 by Adam Kortylewski, Kortylewski, Adam, Mario Wieser +11 · 2 citations
    Computer Science · #Face recognition and analysis #Face and Expression Recognition #Generative Adversarial Networks and Image Synthesis
  37. HandFlow: Quantifying View-Dependent 3D Ambiguity in Two-Hand Reconstruction with Normalizing Flow
    2022/10/04 by Jiayi Wang, Diogo Luvizon, Wang, Jiayi +11 · 1 citation
    Engineering · #3D Shape Modeling and Analysis #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning
  38. VoGE: A Differentiable Volume Renderer using Gaussian Ellipsoids for Analysis-by-Synthesis
    2022/05/30 by Wang, Angtian, Wang, Peng, Sun, Jian +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  39. Learning a Category-level Object Pose Estimator without Pose Annotations
    2024/04/08 by Fengrui Tian, Tian, Fengrui, Yaoyao Liu +11 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robot Manipulation and Learning
  40. Can Synthetic Faces Undo the Damage of Dataset Bias to Face Recognition and Facial Landmark Detection?
    2018/11/19 by Adam Kortylewski, Kortylewski, Adam, Bernhard Egger +12 · 1 citation
    Computer Science · Medicine · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Rejuvenation and Surgery Techniques
  41. FaceGPT: Self-supervised Learning to Chat about 3D Human Faces
    2024/06/11 by Wang, Haoran, Mendiratta, Mohit, Theobalt, Christian +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation
    2023/03/13 by Qihao Liu, Liu, Qihao, Adam Kortylewski +3 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  43. Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation
    2024/01/19 by Kaushik, Prakhar, Mishra, Aayush, Kortylewski, Adam +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels
    2025/06/05 by Dünkel, Olaf, Wimmer, Thomas, Theobalt, Christian +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences