Jonathan C. Balloch
Artificial Intelligence · 2019–2021
A researcher in the Science corpus: 3 papers; trusts 166 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 89 citations into it
- Computer Vision and Pattern Recognition — 67 citations into it
- Meta & Continual Learning — 55 citations into it
- Representation & Self-Supervised Learning — 25 citations into it
- Reinforcement Learning — 14 citations into it
- Optimization & Training — 12 citations into it
- Evaluation & Benchmarks — 5 citations into it
Whom Jonathan C. Balloch trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Alex Krizhevsky
- Geoffrey E. Hinton
- Kaiming He
- Yoshua Bengio
- Marc'Aurelio Ranzato
- Diederik P. Kingma
- Yann LeCun
- Tyler L. Hayes
- Anthony V. Robins
- Ilya Sutskever
Who trusts Jonathan C. Balloch overall
Papers from Jonathan C. Balloch's perspective
Ordered by how strongly the researchers Jonathan C. Balloch trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- Learning Multiple Layers of Features from Tiny Images
- ImageNet: A large-scale hierarchical image database
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet Large Scale Visual Recognition Challenge
- Long Short-Term Memory
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
Their papers
- Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning (2021) — 213 citations
- Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer (2021) — 49 citations
- Tool Macgyvering: Tool Construction Using Geometric Reasoning (2019) — 21 citations