Burcu Karagol Ayan
Computer Vision and Pattern Recognition · 2021–2025
A researcher in the Science corpus: 5 papers; trusts 104 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 198 citations into it; #19,389 of 21,575 by trust here, #1,195 by citations
- Artificial Intelligence — 170 citations into it
- Generative Models — 75 citations into it; #1,921 of 1,956 by trust here, #163 by citations
- Natural Language Processing — 53 citations into it
- Evaluation & Benchmarks — 50 citations into it
- Statistical and Nonlinear Physics — 13 citations into it
Whom Burcu Karagol Ayan trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Diederik P. Kingma
- Geoffrey E. Hinton
- Yoshua Bengio
- Alex Krizhevsky
- Ilya Sutskever
- Kaiming He
- Alec Radford
- Yann LeCun
- Jonathan Ho
- Alex Graves
Who trusts Burcu Karagol Ayan overall
Papers from Burcu Karagol Ayan's perspective
Ordered by how strongly the researchers Burcu Karagol Ayan trusts endorse each paper. Same corpus, a different order for every researcher.
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet: A large-scale hierarchical image database
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Long Short-Term Memory
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Gradient-based learning applied to document recognition
- ImageNet Large Scale Visual Recognition Challenge
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding (2022) — 8,628 citations
- Scaling Autoregressive Models for Content-Rich Text-to-Image Generation (2022) — 1,537 citations
- PaLI: A Jointly-Scaled Multilingual Language-Image Model (2022) — 1,015 citations
- Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering (2021) — 56 citations
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities (2025) — 3,609 citations