Mahendran, Aravindh
- Object-Centric Learning with Slot Attention
2020/06/26 by Francesco Locatello, Dirk Weissenborn, Locatello, Francesco +13 · 78 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
- Scaling Vision Transformers to 22 Billion Parameters
2023/02/10 by Mostafa Dehghani, Dehghani, Mostafa, Josip Djolonga +81 · 65 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- Understanding Deep Image Representations by Inverting Them
2014/11/26 by Mahendran, Aravindh, Vedaldi, Andrea · 18 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Simple Open-Vocabulary Object Detection with Vision Transformers
2022/05/12 by Matthias Minderer, Alexey A. Gritsenko, Minderer, Matthias +25 · 22 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Conditional Object-Centric Learning from Video
2021/11/24 by Kipf, Thomas, Elsayed, Gamaleldin F., Mahendran, Aravindh +6 · 14 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos
2022/06/15 by Elsayed, Gamaleldin F., Mahendran, Aravindh, van Steenkiste, Sjoerd +3 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scaling 4D Representations
2024/12/19 by João Carreira, Dilara Gokay, Carreira, João +67 · 3 voices · 12 citations
#cs.CV #cs.AI #cs.LG
- RUST: Latent Neural Scene Representations from Unposed Imagery
2022/11/25 by Mehdi S. M. Sajjadi, Aravindh Mahendran, Sajjadi, Mehdi S. M. +11 · 6 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #electronic engineering #information engineering
- Object Scene Representation Transformer
2022/06/14 by Mehdi S. M. Sajjadi, Sajjadi, Mehdi S. M., Daniel Duckworth +15 · 5 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
- Differentiable Patch Selection for Image Recognition
2021/04/07 by Cordonnier, Jean-Baptiste, Mahendran, Aravindh, Dosovitskiy, Alexey +3 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames
2023/02/09 by Ondřej Bíža, Biza, Ondrej, Sjoerd van Steenkiste +9 · 4 citations
Computer Science · #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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Cross Pixel Optical Flow Similarity for Self-Supervised Learning
2018/07/15 by Mahendran, Aravindh, Thewlis, James, Vedaldi, Andrea · 1 citation
#68T45 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Self-Supervised Learning of Video-Induced Visual Invariances
2019/12/05 by Tschannen, Michael, Djolonga, Josip, Ritter, Marvin +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)