Roger Wattenhofer
Artificial Intelligence · 2001–2021
A researcher in the Science corpus: 30 papers; trusts 245 researchers and is trusted by 32 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 170 citations into it; #26,248 of 35,345 by trust here, #14,718 by citations
- Computer Networks and Communications — 147 citations into it; #791 of 9,886 by trust here, #259 by citations
- Computer Vision and Pattern Recognition — 85 citations into it
- Natural Language Processing — 81 citations into it; #4,844 of 5,688 by trust here, #4,361 by citations
- Electrical and Electronic Engineering — 45 citations into it; #1,831 of 16,539 by trust here, #5,675 by citations
- Large Language Models — 40 citations into it
- Information Systems — 33 citations into it
- Model Architectures — 33 citations into it; #2,099 of 2,278 by trust here, #1,490 by citations
Whom Roger Wattenhofer trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Ram Ramanathan
- Fabian Kuhn
- Diederik P. Kingma
- Geoffrey E. Hinton
- Yoshua Bengio
- Brad Karp
- Xiangyang Li
- Ilya Sutskever
- Jimmy Ba
- Khaled M. Alzoubi
Who trusts Roger Wattenhofer overall
- Fabian Kuhn
- Vikas Kawadia
- Aaron Zollinger
- Paolo Santi
- Christian Bettstetter
- P. Arun Raj Kumar
- Rong L. Zheng
- Jean-Pierre Hubaux
- Erran L. Li
- Martin Burkhart
Papers from Roger Wattenhofer's perspective
Ordered by how strongly the researchers Roger Wattenhofer trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Attention is All you Need (Neural Information Processing Systems)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Gradient-based learning applied to document recognition
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- ImageNet: A large-scale hierarchical image database
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
Their papers
- MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer (2018) — 150 citations
- On Identifiability in Transformers (2019) — 212 citations
- Attentive Multi-Task Deep Reinforcement Learning (2019) — 19 citations
- Geometric ad-hoc routing: of theory and practice (2003) — 781 citations
- Worst-Case optimal and average-case efficient geometric ad-hoc routing (2003) — 611 citations
- Dozer: Ultra-Low Power Data Gathering in Sensor Networks (2007) — 352 citations
- Ad hoc networks beyond unit disk graphs (2003) — 388 citations
- Asymptotically optimal geometric mobile ad-hoc routing (2002) — 298 citations
- Constant-time distributed dominating set approximation (2003) — 401 citations
- The Complexity of Connectivity in Wireless Networks (2006) — 322 citations
- Distributed verification and hardness of distributed approximation (2010) — 362 citations
- Of Non-Linearity and Commutativity in BERT (2021) — 20 citations
- EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction (2021)
- A Plug-and-Play Method for Controlled Text Generation (2021) — 109 citations
- Telling BERT’s Full Story: from Local Attention to Global Aggregation (2020) — 22 citations
- Natural Language Multitasking: Analyzing and Improving Syntactic Saliency of Hidden Representations (2018) — 12 citations
- On Scaling Decentralized Blockchains - (A Position Paper) (2016) — 540 citations
- A Fast and Scalable Payment Network with Bitcoin Duplex Micropayment Channels (2015) — 511 citations
- Dynamic scheduling of network updates (2014) — 389 citations
- Achieving high utilization with software-driven WAN (2013) — 1,287 citations