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2The Neural Network Zoo - The Asimov Institute
https://www.asimovinstitute.org/neural-network-zoo/
4 years ago by @jaeschke
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1Home - Leaderboards by Allen AI
The AI2 Leaderboard platform hosts public leaderboards for a variety of AI challenge tasks across multiple research domains.
4 years ago by @jaeschke
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4Browse the State-of-the-Art in Machine Learning | Papers With Code
4726 leaderboards • 2203 tasks • 3914 datasets • 46332 papers with code.
4 years ago by @jaeschke
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1Deep Learning for NLP (without Magic) - Part 1 - YouTube
http://www.youtube.com/watch?v=IF5tGEgRCTQ&list=PL4617D0E28A5781B0
12 years ago by @asmelash
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2Deep Learning: Foundations and Concepts
C. Bishop, and H. Bishop. Springer International Publishing, (2024)
6 months ago by @jaeschke
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2Understanding Deep Learning
S. Prince. MIT Press, (2023)
2 years ago by @jaeschke
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4Decision Transformer: Reinforcement Learning via Sequence Modeling
L. Chen, K. Lu, A. Rajeswaran, K. Lee, A. Grover, M. Laskin, P. Abbeel, A. Srinivas, and I. Mordatch. (2021)cite arxiv:2106.01345Comment: First two authors contributed equally. Last two authors advised equally.
3 years ago by @jaeschke
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3Pretrained Transformers for Text Ranking: BERT and Beyond
J. Lin, R. Nogueira, and A. Yates. (2020)cite arxiv:2010.06467Comment: Final preproduction version of volume in Synthesis Lectures on Human Language Technologies by Morgan & Claypool.
3 years ago by @jaeschke
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1CCGL: Contrastive Cascade Graph Learning
X. Xu, F. Zhou, K. Zhang, and S. Liu. IEEE Transactions on Knowledge and Data Engineering, (2022)
3 years ago by @jaeschke
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1Explainable Deep Learning: A Field Guide for the Uninitiated
G. Ras, N. Xie, M. Gerven, and D. Doran. Journal of Artificial Intelligence Research, (January 2022)
3 years ago by @jaeschke
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2WebFormer: The Web-page Transformer for Structure Information Extraction
Q. Wang, Y. Fang, A. Ravula, F. Feng, X. Quan, and D. Liu. Proceedings of the ACM Web Conference 2022, ACM, (April 2022)
3 years ago by @jaeschke
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3You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings
D. Ruffinelli, S. Broscheit, and R. Gemulla. International Conference on Learning Representations, (2020)
3 years ago by @jaeschke
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1Capturing Protein Domain Structure and Function Using Self-Supervision on Domain Architectures
Y. Kewin (Eds.) Algorithms, 14 (1): 28 (January 2021)
3 years ago by @damianosmel
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3Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting
A. Sao, N. Tempelmeier, and E. Demidova. IEEE ITSC, (2021)
3 years ago by @sao
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1Deep learning for AI
Y. Bengio, Y. Lecun, and G. Hinton. 64 (7): 58--65 (July 2021)
4 years ago by @jaeschke
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2Bytecover: Cover Song Identification Via Multi-Loss Training
X. Du, Z. Yu, B. Zhu, X. Chen, and Z. Ma. Proceedings of the International Conference on Acoustics, Speech and Signal Processing, page 551--555. IEEE, (June 2021)
4 years ago by @jaeschke
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1Compositional matrix-space models of language: Definitions, properties, and learning methods
S. Asaadi, E. Giesbrecht, and S. Rudolph. Natural Language Engineering, (August 2021)
4 years ago by @jaeschke
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3Methods for detecting and mitigating linguistic bias in text corpora
C. Hube. Leibniz Universität Hannover, Hannover, Germany, doctoralThesis, Text, publishedVersion, (2020)
4 years ago by @jaeschke
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25* Knowledge Graph Embeddings with Projective Transformations
M. Nayyeri, S. Vahdati, C. Aykul, and J. Lehmann. (2020)cite arxiv:2006.04986Comment: Accepted in AAAI 2021.
4 years ago by @jaeschke
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2Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems
L. von Rueden, S. Mayer, K. Beckh, B. Georgiev, S. Giesselbach, R. Heese, B. Kirsch, J. Pfrommer, A. Pick, R. Ramamurthy and 4 other author(s). (2019)cite arxiv:1903.12394Comment: Accepted at IEEE Transactions on Knowledge and Data Engineering: https://ieeexplore.ieee.org/document/9429985.
4 years ago by @jaeschke
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3PlaNet - Photo Geolocation with Convolutional Neural Networks
T. Weyand, I. Kostrikov, and J. Philbin. Computer Vision -- ECCV 2016, page 37--55. Cham, Springer International Publishing, (2016)
4 years ago by @jaeschke
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1Hands-on Bayesian Neural Networks -- a Tutorial for Deep Learning Users
L. Jospin, W. Buntine, F. Boussaid, H. Laga, and M. Bennamoun. (2020)
4 years ago by @jaeschke
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4Gravity-Inspired Graph Autoencoders for Directed Link Prediction
G. Salha, S. Limnios, R. Hennequin, V. Tran, and M. Vazirgiannis. Proceedings of the 28th ACM International Conference on Information and Knowledge Management, ACM, (November 2019)
4 years ago by @jaeschke
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3Graph Neural Networks in Recommender Systems: A Survey
S. Wu, F. Sun, W. Zhang, and B. Cui. (2020)cite arxiv:2011.02260.
4 years ago by @jaeschke
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BibSonomy

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2The Neural Network Zoo - The Asimov Institute

1Home - Leaderboards by Allen AI

4Browse the State-of-the-Art in Machine Learning | Papers With Code

1Deep Learning for NLP (without Magic) - Part 1 - YouTube

publications (hide)39
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2Deep Learning: Foundations and Concepts

2Understanding Deep Learning

4Decision Transformer: Reinforcement Learning via Sequence Modeling

3Pretrained Transformers for Text Ranking: BERT and Beyond

1CCGL: Contrastive Cascade Graph Learning

1Explainable Deep Learning: A Field Guide for the Uninitiated

2WebFormer: The Web-page Transformer for Structure Information Extraction

3You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings

1Capturing Protein Domain Structure and Function Using Self-Supervision on Domain Architectures

3Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting

1Deep learning for AI

2Bytecover: Cover Song Identification Via Multi-Loss Training

1Compositional matrix-space models of language: Definitions, properties, and learning methods

3Methods for detecting and mitigating linguistic bias in text corpora

25* Knowledge Graph Embeddings with Projective Transformations

2Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems

3PlaNet - Photo Geolocation with Convolutional Neural Networks

1Hands-on Bayesian Neural Networks -- a Tutorial for Deep Learning Users

4Gravity-Inspired Graph Autoencoders for Directed Link Prediction

3Graph Neural Networks in Recommender Systems: A Survey

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