Luke Melas-Kyriazi

1. Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet
   2021/05/06 by Luke Melas-Kyriazi, Melas-Kyriazi, Luke · 3 voices · 9 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #cs.CV
2. GES: Generalized Exponential Splatting for Efficient Radiance Field Rendering
   2024/02/15 by Abdullah Hamdi, Luke Melas-Kyriazi, Hamdi, Abdullah +13 · 19 citations
   Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Advanced Vision and Imaging
3. The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications
   2022/07/08 by Mirac Süzgün, Luke Melas-Kyriazi, Suzgun, Mirac +7 · 6 citations
   Business, Management and Accounting · Economics, Econometrics and Finance · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Innovation Policy and R&D #Intellectual Property and Patents #Machine Learning (cs.LG)
4. Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
   2022/05/16 by Luke Melas-Kyriazi, Christian Rupprecht, Melas-Kyriazi, Luke +5 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
5. IM-3D: Iterative Multiview Diffusion and Reconstruction for High-Quality 3D Generation
   2024/02/13 by Luke Melas-Kyriazi, Melas-Kyriazi, Luke, Iro Laina +11 · 8 citations
   Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Image and Video Stabilization
6. PC²: Projection-Conditioned Point Cloud Diffusion for Single-Image 3D Reconstruction
   2023/02/21 by Luke Melas-Kyriazi, Melas-Kyriazi, Luke, Christian Rupprecht +3 · 6 citations
   Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques
7. Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding
   2022/11/14 by Mirac Süzgün, Suzgun, Mirac, Luke Melas-Kyriazi +3 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
8. PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency\n Training
   2021/05/17 by Luke Melas-Kyriazi, Arjun K. Manrai, Melas-Kyriazi, Luke +1 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
9. Encoder-Agnostic Adaptation for Conditional Language Generation
   2019/08/19 by Zachary M. Ziegler, Ziegler, Zachary M., Luke Melas-Kyriazi +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
10. Augmenting medical image classifiers with synthetic data from latent diffusion models
    2023/08/23 by Luke W. Sagers, James A. Diao, Sagers, Luke W. +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics
11. Fixed Point Diffusion Models
    2024/01/16 by Xingjian Bai, Bai, Xingjian, Luke Melas-Kyriazi +1 · 1 voice
    #cs.CV #cs.AI #cs.LG