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Verbeek, Jakob

  1. Three things everyone should know about Vision Transformers
    2022/03/18 by Hugo Touvron, Touvron, Hugo, Matthieu Cord +7 · 6 voices · 6 citations
    #cs.CV
  2. DiffEdit: Diffusion-based semantic image editing with mask guidance
    2022/10/20 by Couairon, Guillaume, Verbeek, Jakob, Schwenk, Holger +1 · 56 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. ResMLP: Feedforward networks for image classification with data-efficient training
    2021/05/07 by Hugo Touvron, Touvron, Hugo, Piotr Bojanowski +19 · 14 citations
    Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
  4. Towards image compression with perfect realism at ultra-low bitrates
    2023/10/16 by Marlène Careil, Careil, Marlène, Matthew J. Muckley +5 · 21 citations
    Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Data Compression Techniques
  5. Discrete Point Flow Networks for Efficient Point Cloud Generation
    2020/07/20 by Klokov, Roman, Boyer, Edmond, Verbeek, Jakob · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. XCiT: Cross-Covariance Image Transformers
    2021/06/17 by Alaaeldin El-Nouby, Hugo Touvron, El-Nouby, Alaaeldin +19 · 12 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  7. Hierarchical Scene Coordinate Classification and Regression for Visual\n Localization
    2019/09/13 by Xiaotian Li, Shuzhe Wang, Li, Xiaotian +7 · 8 citations
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
  8. Convolutional Neural Fabrics
    2016/06/08 by Shreyas Saxena, Saxena, Shreyas, Jakob Verbeek +1 · 1 voice · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #cs.CV #cs.LG #cs.NE
  9. Consistency-diversity-realism Pareto fronts of conditional image generative models
    2024/06/14 by Pietro Astolfi, Marlène Careil, Astolfi, Pietro +13 · 9 citations
    Arts and Humanities · #Philosophy and History of Science
  10. Instance-Conditioned GAN
    2021/09/10 by Arantxa Casanova, Marlène Careil, Casanova, Arantxa +7 · 4 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  11. Boosting Latent Diffusion with Perceptual Objectives
    2024/11/06 by Berrada, Tariq, Astolfi, Pietro, Hall, Melissa +6 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Improving the Scaling Laws of Synthetic Data with Deliberate Practice
    2025/02/21 by Askari-Hemmat, Reyhane, Pezeshki, Mohammad, Dohmatob, Elvis +6 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Residual Quantization with Implicit Neural Codebooks
    2024/01/26 by Huijben, Iris A. M., Douze, Matthijs, Muckley, Matthew +2 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Predicting Future Instance Segmentation by Forecasting Convolutional Features
    2018/03/30 by Luc, Pauline, Couprie, Camille, LeCun, Yann +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Efficient Wait-k Models for Simultaneous Machine Translation
    2020/05/18 by Elbayad, Maha, Besacier, Laurent, Verbeek, Jakob · 2 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  16. Meta-Learning with Shared Amortized Variational Inference
    2020/08/27 by Екатерина Яковлева, Iakovleva, Ekaterina, Jakob Verbeek +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  17. Zero-shot spatial layout conditioning for text-to-image diffusion models
    2023/06/23 by Couairon, Guillaume, Careil, Marlène, Cord, Matthieu +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. FlexIT: Towards Flexible Semantic Image Translation
    2022/03/09 by Couairon, Guillaume, Grechka, Asya, Verbeek, Jakob +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
    2024/11/05 by Ifriqi, Tariq Berrada, Astolfi, Pietro, Hall, Melissa +8 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Image Compression with Product Quantized Masked Image Modeling
    2022/12/14 by Alaaeldin El-Nouby, Matthew J. Muckley, El-Nouby, Alaaeldin +9 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  21. Circulant temporal encoding for video retrieval and temporal alignment
    2015/06/08 by Douze, Matthijs, Revaud, Jérôme, Verbeek, Jakob +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Frankenstein: Learning Deep Face Representations using Small Data
    2016/03/21 by Hu, Guosheng, Peng, Xiaojiang, Yang, Yongxin +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Improved Baselines for Data-efficient Perceptual Augmentation of LLMs
    2024/03/20 by Vallaeys, Théophane, Shukor, Mustafa, Cord, Matthieu +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Mixed batches and symmetric discriminators for GAN training
    2018/06/19 by Thomas W. Lucas, Corentin Tallec, Lucas, Thomas +5 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
  25. Predicting Deeper into the Future of Semantic Segmentation
    2017/03/22 by Luc, Pauline, Neverova, Natalia, Couprie, Camille +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction
    2018/08/11 by Maha Elbayad, Laurent Besacier, Elbayad, Maha +3 · 1 voice
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
  27. Classifier-Free Guidance: From High-Dimensional Analysis to Generalized Guidance Forms
    2025/02/11 by Krunoslav Lehman Pavasovic, Pavasovic, Krunoslav Lehman, Jakob Verbeek +5 · 1 voice · 2 citations
    #cs.LG #cs.AI #stat.ML
  28. Co-training 2L Submodels for Visual Recognition
    2022/12/09 by Hugo Touvron, Touvron, Hugo, Matthieu Cord +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
  29. Instance-Conditioned GAN Data Augmentation for Representation Learning
    2023/03/16 by Pietro Astolfi, Arantxa Casanova, Astolfi, Pietro +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  30. Learning Disentangled Representations with Reference-Based Variational Autoencoders
    2019/01/24 by Adrià Ruiz, Ruiz, Adria, Oriol Martínez +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  31. Guided Distillation for Semi-Supervised Instance Segmentation
    2023/08/03 by Berrada, Tariq, Couprie, Camille, Alahari, Karteek +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Entropy Rectifying Guidance for Diffusion and Flow Models
    2025/04/18 by Ifriqi, Tariq Berrada, Romero-Soriano, Adriana, Drozdzal, Michal +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. EvalGIM: A Library for Evaluating Generative Image Models
    2024/12/13 by Melissa Hall, Oscar Mañas, Hall, Melissa +31 · 1 citation
    Computer Science · #Image Retrieval and Classification Techniques #Generative Adversarial Networks and Image Synthesis #Medical Image Segmentation Techniques