Brais Martínez

1. Bayesian Prompt Learning for Image-Language Model Generalization
   2022/10/05 by Mohammad Mahdi Derakhshani, Derakhshani, Mohammad Mahdi, Enrique Sánchez +11 · 14 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
2. EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
   2022/05/06 by Junting Pan, Adrian Bulat, Pan, Junting +13 · 9 citations
   Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Advanced Memory and Neural Computing #Brain Tumor Detection and Classification
3. You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation
   2024/01/30 by Mehdi Noroozi, Isma Hadji, Noroozi, Mehdi +8 · 1 voice · 4 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Digital Holography and Microscopy #Image Processing Techniques and Applications #cs.CV
4. CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs
   2024/08/19 by Yassine Ouali, Adrian Bulat, Ouali, Yassine +5 · 10 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Epilepsy research and treatment #FOS: Computer and information sciences
5. Training Binary Neural Networks with Real-to-Binary Convolutions
   2020/03/25 by Brais Martínez, Martinez, Brais, Jing Yang +5 · 4 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
6. FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training
   2022/10/10 by Adrian Bulat, Bulat, Adrian, Ricardo Guerrero +5 · 4 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
7. MobileQuant: Mobile-friendly Quantization for On-device Language Models
   2024/08/25 by Fuwen Tan, Royson Lee, Tan, Fuwen +13 · 6 citations
   Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #Topic Modeling
8. Towards Practical Lipreading with Distilled and Efficient Models
   2020/07/13 by Pingchuan Ma, Brais Martínez, Ma, Pingchuan +5 · 2 citations
   Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Tactile and Sensory Interactions
9. Space-time Mixing Attention for Video Transformer
   2021/06/10 by Adrian Bulat, Bulat, Adrian, Juan-Manuel Pérez-Rúa +7 · 3 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
10. SOS! Self-supervised Learning Over Sets Of Handled Objects In Egocentric Action Recognition
    2022/04/10 by Víctor Escorcia, Escorcia, Victor, Ricardo Guerrero +5 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Machine Learning (cs.LG)
11. 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
12. Knowledge Distillation Meets Open-Set Semi-Supervised Learning
    2022/05/13 by Jing Yang, Yang, Jing, Xiatian Zhu +7 · 1 citation
    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
13. Graph Guided Question Answer Generation for Procedural Question-Answering
    2024/01/24 by Hai Pham, Pham, Hai X., Isma Hadji +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