Adam Kortylewski

1. PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning
   2020/04/12 by Chenglin Yang, Adam Kortylewski, Yang, Chenglin +7 · 1 voice · 5 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #cs.CV
2. A-SDF: Learning Disentangled Signed Distance Functions for Articulated\n Shape Representation
   2021/04/15 by Jiteng Mu, Weichao Qiu, Mu, Jiteng +9 · 19 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
3. PartImageNet: A Large, High-Quality Dataset of Parts
   2021/12/02 by He Ju, Shuo Yang, He, Ju +15 · 13 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
4. ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering
   2023/12/10 by Haokai Pang, Heming Zhu, Pang, Haokai +7 · 19 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
5. TransFG: A Transformer Architecture for Fine-grained Recognition
   2021/03/14 by He Ju, Jie-Neng Chen, He, Ju +11 · 8 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
6. Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape
   2023/08/22 by Jiacong Xu, Xu, Jiacong, Yi Zhang +37 · 8 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)
7. Discovering Failure Modes of Text-guided Diffusion Models via Adversarial Search
   2023/06/01 by Qihao Liu, Liu, Qihao, Adam Kortylewski +7 · 7 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Topic Modeling #Generative Adversarial Networks and Image Synthesis
8. Multimodal Image Synthesis and Editing: The Generative AI Era
   2021/12/27 by Fangneng Zhan, Yingchen Yu, Zhan, Fangneng +15 · 4 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
9. Robust Object Detection under Occlusion with Context-Aware CompositionalNets
   2020/05/24 by Angtian Wang, Yihong Sun, Wang, Angtian +5 · 3 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
10. 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 · 3 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
11. Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering
    2024/06/02 by Xingrui Wang, Wufei Ma, Wang, Xingrui +9 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
12. Relightable Neural Actor with Intrinsic Decomposition and Pose Control
    2023/12/18 by Diogo Luvizon, Luvizon, Diogo, Vladislav Golyanik +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
13. 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)
14. 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
15. ImageNet3D: Towards General-Purpose Object-Level 3D Understanding
    2024/06/13 by Wufei Ma, Ma, Wufei, Guanning Zeng +13 · 3 citations
    Computer Science · Earth and Planetary Sciences · #Advanced Neural Network Applications #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques
16. SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering
    2022/04/05 by Vipul Gupta, Zhuowan Li, Gupta, Vipul +9 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
17. Training Deep Face Recognition Systems with Synthetic Data
    2018/02/16 by Adam Kortylewski, Kortylewski, Adam, Thomas M. Gerig +8 · 2 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
18. DIRECT-3D: Learning Direct Text-to-3D Generation on Massive Noisy 3D Data
    2024/06/06 by Qihao Liu, Liu, Qihao, Yi Zhang +7 · 3 citations
    Computer Science · Engineering · #Image Processing and 3D Reconstruction #Handwritten Text Recognition Techniques #Human Motion and Animation
19. 3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose Estimation
    2023/08/19 by Yi Zhang, Zhang, Yi, Pengliang Ji +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
20. SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric\n Shape Understanding
    2019/03/21 by İlke Demir, Camilla Hahn, Demir, Ilke +17 · 1 citation
    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
21. Robust Instance Segmentation through Reasoning about Multi-Object Occlusion
    2020/12/03 by Xiaoding Yuan, Yuan, Xiaoding, Adam Kortylewski +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
22. 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
23. HandFlow: Quantifying View-Dependent 3D Ambiguity in Two-Hand Reconstruction with Normalizing Flow
    2022/10/04 by Jiayi Wang, Wang, Jiayi, Diogo Luvizon +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
24. 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