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

Georgios Tzimiropoulos

  1. End-to-end Audiovisual Speech Recognition
    2018/02/18 by Stavros Petridis, Petridis, Stavros, Themos Stafylakis +9 · 1 voice · 7 citations
    Computer Science · #cs.CV
  2. Bayesian Prompt Learning for Image-Language Model Generalization
    2022/10/05 by Mohammad Mahdi Derakhshani, Derakhshani, Mohammad Mahdi, Enrique Sánchez +11 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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 #Topic Modeling
  3. EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
    2022/05/06 by Junting Pan, Pan, Junting, Adrian Bulat +13 · 16 citations
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Advanced Memory and Neural Computing #Brain Tumor Detection and Classification
  4. Large Pose 3D Face Reconstruction from a Single Image via Direct\n Volumetric CNN Regression
    2017/03/22 by Aaron S. Jackson, Adrian Bulat, Jackson, Aaron S. +5 · 13 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 Nerve Paralysis Treatment and Research
  5. You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation
    2024/01/30 by Mehdi Noroozi, Noroozi, Mehdi, Isma Hadji +8 · 1 voice · 8 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Digital Holography and Microscopy #Image Processing Techniques and Applications #cs.CV
  6. Training Binary Neural Networks with Real-to-Binary Convolutions
    2020/03/25 by Brais Martínez, Jing Yang, Martinez, Brais +5 · 10 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Sparse and Compressive Sensing Techniques
  7. CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs
    2024/08/19 by Yassine Ouali, Ouali, Yassine, Adrian Bulat +5 · 20 citations
    Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Epilepsy research and treatment #FOS: Computer and information sciences
  8. HyperReenact: One-Shot Reenactment via Jointly Learning to Refine and Retarget Faces
    2023/07/20 by Stella Bounareli, Bounareli, Stella, Christos Tzelepis +7 · 11 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Law in Society and Culture
  9. Super-FAN: Integrated facial landmark localization and super-resolution\n of real-world low resolution faces in arbitrary poses with GANs
    2017/12/07 by Adrian Bulat, Bulat, Adrian, Georgios Tzimiropoulos +1 · 6 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
  10. To learn image super-resolution, use a GAN to learn how to do image\n degradation first
    2018/07/30 by Adrian Bulat, Bulat, Adrian, Jing Yang +3 · 6 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Image and Signal Denoising Methods
  11. XNOR-Net++: Improved Binary Neural Networks
    2019/09/30 by Adrian Bulat, Georgios Tzimiropoulos, Bulat, Adrian +1 · 8 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
  12. Black Box Few-Shot Adaptation for Vision-Language models
    2023/04/04 by Yassine Ouali, Ouali, Yassine, Adrian Bulat +5 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #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
  13. FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training
    2022/10/10 by Adrian Bulat, Bulat, Adrian, Ricardo Guerrero +5 · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
  14. Finding Directions in GAN's Latent Space for Neural Face Reenactment
    2022/01/31 by Stella Bounareli, Vasileios Argyriou, Bounareli, Stella +3 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Generative Adversarial Networks and Image Synthesis
  15. Space-time Mixing Attention for Video Transformer
    2021/06/10 by Adrian Bulat, Juan-Manuel Pérez-Rúa, Bulat, Adrian +7 · 5 citations
    Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Coding and Compression Technologies
  16. DivClust: Controlling Diversity in Deep Clustering
    2023/04/03 by Ioannis Maniadis Metaxas, Georgios Tzimiropoulos, Metaxas, Ioannis Maniadis +3 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Graph Neural Networks #Advanced Clustering Algorithms Research
  17. T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order\n Tensor
    2019/04/04 by Jean Kossaifi, Kossaifi, Jean, Adrian Bulat +5 · 3 citations
    Computer Science · Mathematics · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Tensor decomposition and applications
  18. MobileQuant: Mobile-friendly Quantization for On-device Language Models
    2024/08/25 by Fuwen Tan, Royson Lee, Tan, Fuwen +13 · 8 citations
    Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #Topic Modeling
  19. Toward fast and accurate human pose estimation via soft-gated skip\n connections
    2020/02/25 by Adrian Bulat, Jean Kossaifi, Bulat, Adrian +5 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition
  20. Bit-Mixer: Mixed-precision networks with runtime bit-width selection
    2021/03/31 by Adrian Bulat, Bulat, Adrian, Georgios Tzimiropoulos +1 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Software Testing and Debugging Techniques #VLSI and Analog Circuit Testing
  21. Pre-training strategies and datasets for facial representation learning
    2021/03/30 by Adrian Bulat, Shiyang Cheng, Bulat, Adrian +9 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Machine Learning (cs.LG)
  22. Knowledge Distillation Meets Open-Set Semi-Supervised Learning
    2022/05/13 by Jing Yang, Yang, Jing, Xiatian Zhu +7 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  23. VladVA: Discriminative Fine-tuning of LVLMs
    2024/12/05 by Yassine Ouali, Ouali, Yassine, Adrian Bulat +11 · 8 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Control Systems in Engineering #FOS: Computer and information sciences #Industrial Technology and Control Systems #Power Systems and Technologies
  24. 3D Human Body Reconstruction from a Single Image via Volumetric Regression
    2018/09/11 by Aaron S. Jackson, Chris Manafas, Jackson, Aaron S. +3 · 2 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
  25. Towards Pose-invariant Lip-Reading
    2019/11/14 by Shiyang Cheng, Cheng, Shiyang, Pingchuan Ma +11 · 2 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Speech and Audio Processing
  26. VLLMs Provide Better Context for Emotion Understanding Through Common Sense Reasoning
    2024/04/10 by Alexandros Xenos, Niki Maria Foteinopoulou, Xenos, Alexandros +7 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning #Robotics and Automated Systems
  27. LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition
    2024/03/13 by Zhonglin Sun, Sun, Zhonglin, Feng Chen +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  28. A Simple Baseline for Knowledge-Based Visual Question Answering
    2023/10/20 by Alexandros Xenos, Xenos, Alexandros, Themos Stafylakis +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  29. Affective Processes: stochastic modelling of temporal context for\n emotion and facial expression recognition
    2021/03/24 by Enrique Sánchez, Sanchez, Enrique, Mani Kumar Tellamekala +5 · 2 citations
    Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics
  30. A CNN Cascade for Landmark Guided Semantic Part Segmentation
    2016/09/30 by Aaron S. Jackson, Michel Valstar, Jackson, Aaron +3 · 1 citation
    Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  31. FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion
    2024/11/27 by Haosen Yang, Adrian Bulat, Yang, Haosen +11 · 3 citations
    Engineering · #Advanced Optical Imaging Technologies #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  32. Subpixel Heatmap Regression for Facial Landmark Localization
    2021/11/03 by Adrian Bulat, Bulat, Adrian, Enrique Sánchez +3 · 1 citation
    Computer Science · Dentistry · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Orthodontics and Dentofacial Orthopedics
  33. From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discovery
    2022/05/31 by Dimitrios Mallis, Enrique Sánchez, Mallis, Dimitrios +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  34. CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
    2024/09/27 by Zhonglin Sun, Siyang Song, Sun, Zhonglin +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
  35. How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
    2017/03/21 by Adrian Bulat, Georgios Tzimiropoulos · 1 voice
    Computer Science · #cs.CV #cs.LG
  36. Graph Guided Question Answer Generation for Procedural Question-Answering
    2024/01/24 by Hai Pham, Isma Hadji, Pham, Hai X. +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  37. DiffusionAct: Controllable Diffusion Autoencoder for One-shot Face Reenactment
    2024/03/25 by Stella Bounareli, Christos Tzelepis, Bounareli, Stella +7 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Reconstructive Facial Surgery Techniques
  38. Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing
    2024/07/15 by Ioannis Maniadis Metaxas, Metaxas, Ioannis Maniadis, Georgios Tzimiropoulos +3 · 1 citation
    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 #Video Surveillance and Tracking Methods
  39. UltraViT: Latency-Optimized On-device Vision Encoder for Large Vision-Language Models
    2026/07/25 by Ioannis Maniadis Metaxas, Adrian Bulat, Alberto Baldrati +4
    Computer Science · #cs.CV