Ross Goroshin
- Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
2019/03/07 by Eleni Triantafillou, Tyler Zhu, Vincent Dumoulin +8 · 1 voice · 17 citations
#cs.LG #stat.ML
- Efficient Object Localization Using Convolutional Networks
2014/11/16 by Jonathan Tompson, Tompson, Jonathan, Ross Goroshin +7 · 1 voice · 15 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Learning to Navigate in Complex Environments
2016/11/11 by Piotr Mirowski, Razvan Pascanu, Mirowski, Piotr +21 · 42 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
- BootsTAP: Bootstrapped Training for Tracking-Any-Point
2024/02/01 by Carl Doersch, Pauline Luc, Doersch, Carl +18 · 36 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Hemodynamic Monitoring and Therapy #Machine Learning (stat.ML)
- Scaling 4D Representations
2024/12/19 by João Carreira, Dilara Gokay, Carreira, João +67 · 3 voices · 17 citations
#cs.CV #cs.AI #cs.LG
- Block-State Transformers
2023/06/15 by Mahan Fathi, Jonathan Pilault, Fathi, Mahan +9 · 1 voice · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
- Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks
2023/04/25 by Jesse Farebrother, Farebrother, Jesse, Joshua Greaves +11 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark
2021/04/06 by Vincent Dumoulin, Dumoulin, Vincent, Neil Houlsby +11 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Learned Image Compression for Machine Perception
2021/11/03 by Felipe Codevilla, Codevilla, Felipe, Jean Gabriel Simard +5 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- TRecViT: A Recurrent Video Transformer
2024/12/18 by Viorica Pătrăucean, Xu Owen He, Pătrăucean, Viorica +23 · 1 voice · 2 citations
Computer Science · #Advanced Vision and Imaging #Video Analysis and Summarization #Video Coding and Compression Technologies
- An Effective Anti-Aliasing Approach for Residual Networks
2020/11/20 by Cristina Nader Vasconcelos, Vasconcelos, Cristina, Hugo Larochelle +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM