Guha Balakrishnan
- Data augmentation using learned transformations for one-shot medical image segmentation
2019/02/25 by Amy Zhao, Zhao, Amy, Guha Balakrishnan +7 · 7 citations
Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #AI in cancer detection
- DRAGON: Drone and Ground Gaussian Splatting for 3D Building Reconstruction
2024/07/01 by Yujin Ham, Ham, Yujin, Mateusz Michalkiewicz +3 · 6 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Satellite Image Processing and Photogrammetry
- Taming Data and Transformers for Audio Generation
2024/06/27 by Moayed Haji-Ali, Willi Menapace, Haji-Ali, Moayed +7 · 5 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Learning Transferable Features for Implicit Neural Representations
2024/09/15 by Vyas, Kushal, Ahmed Imtiaz Humayun, Humayun, Ahmed Imtiaz +8 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Processing and 3D Reconstruction #Neural Networks and Applications
- MadEye: Boosting Live Video Analytics Accuracy with Adaptive Camera Configurations
2023/04/04 by Mike Wong, Murali Ramanujam, Wong, Mike +5 · 2 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Image and Video Quality Assessment #Networking and Internet Architecture (cs.NI) #Parallel #Retinal Imaging and Analysis #Visual Attention and Saliency Detection #and Cluster Computing (cs.DC)
- CT Reconstruction from Few Planar X-rays with Application towards Low-resource Radiotherapy
2023/08/04 by Yi-Ran Sun, Tucker Netherton, Sun, Yiran +7 · 2 citations
Medicine · Physics and Astronomy · Computer Science · #Medical Imaging Techniques and Applications #Advanced Radiotherapy Techniques #Advanced Neural Network Applications
- MINER: Multiscale Implicit Neural Representations
2022/02/07 by Vishwanath Saragadam, Jasper Tan, Saragadam, Vishwanath +7 · 2 citations
Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Model Reduction and Neural Networks #Seismic Imaging and Inversion Techniques
- Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models
2024/12/27 by Mateusz Michalkiewicz, Michalkiewicz, Mateusz, Mahsa Baktashmotlagh +6 · 2 citations
Social Sciences · #Nonprofit Sector and Volunteering #Religion and Society Interactions #Religion, Society, and Development
- F?D: On understanding the role of deep feature spaces on face generation evaluation
2023/05/31 by Krish Kabra, Kabra, Krish, Guha Balakrishnan +1 · 1 citation
Computer Science · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
- DIFR3CT: Latent Diffusion for Probabilistic 3D CT Reconstruction from Few Planar X-Rays
2024/08/27 by Yi-Ran Sun, Hana Baroudi, Sun, Yiran +11 · 1 citation
Engineering · Medicine · #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering