עקוב אחר
Thomas Kipf
Thomas Kipf
עוד שמותThomas N. Kipf
Staff Research Scientist, Google DeepMind
כתובת אימייל מאומתת בדומיין google.com - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Semi-supervised classification with graph convolutional networks‏
TN Kipf, M Welling‏
International Conference on Learning Representations (ICLR), 2016‏
428072016
Modeling Relational Data with Graph Convolutional Networks‏
M Schlichtkrull*, TN Kipf*, P Bloem, R Berg, I Titov, M Welling‏
Extended Semantic Web Conference (ESWC), 2017‏
62272017
Variational Graph Auto-Encoders‏
TN Kipf, M Welling‏
NeurIPS Workshop on Bayesian Deep Learning (NeurIPS BDL), 2016‏
35212016
Graph convolutional matrix completion‏
R Berg, TN Kipf, M Welling‏
KDD Deep Learning Day (KDD DLD), 2017‏
1747*2017
MolGAN: An implicit generative model for small molecular graphs‏
N De Cao, T Kipf‏
ICML Workshop on Theoretical Foundations and Applications of Deep …, 2018‏
12382018
Neural Relational Inference for Interacting Systems‏
T Kipf*, E Fetaya*, KC Wang, M Welling, R Zemel‏
International Conference on Machine Learning (ICML), 2018‏
10922018
Object-Centric Learning with Slot Attention‏
F Locatello*, D Weissenborn, T Unterthiner, A Mahendran, G Heigold, ...‏
Advances in Neural Information Processing Systems (NeurIPS), 2020‏
9012020
Scaling vision transformers to 22 billion parameters‏
M Dehghani, J Djolonga, B Mustafa, P Padlewski, J Heek, J Gilmer, ...‏
International Conference on Machine Learning (ICML), 2023‏
5852023
Simple open-vocabulary object detection with vision transformers‏
M Minderer, A Gritsenko, A Stone, M Neumann, D Weissenborn, ...‏
European Conference on Computer Vision (ECCV), 2022‏
526*2022
Hyperspherical Variational Auto-Encoders‏
TR Davidson*, L Falorsi*, N De Cao*, T Kipf, JM Tomczak‏
Conference on Uncertainty in Artificial Intelligence (UAI), 2018‏
5172018
Learned cardinalities: Estimating correlated joins with deep learning‏
A Kipf, T Kipf, B Radke, V Leis, P Boncz, A Kemper‏
Conference on Innovative Data Systems Research (CIDR), 2018‏
5052018
Contrastive learning of structured world models‏
T Kipf, E Van der Pol, M Welling‏
International Conference on Learning Representations (ICLR), 2019‏
3382019
Towards Sparse Hierarchical Graph Classifiers‏
C Cangea*, P Veličković*, N Jovanović, T Kipf, P Liò‏
NeurIPS Workshop on Relational Representation Learning (NeurIPS R2L), 2018‏
3272018
International conference on learning representations‏
TN Kipf, M Welling‏
International Conference on Learning Representations, 2017‏
3012017
Kubric: A scalable dataset generator‏
K Greff, F Belletti, L Beyer, C Doersch, Y Du, D Duckworth, DJ Fleet, ...‏
Conference on Computer Vision and Pattern Recognition (CVPR), 3749-3761, 2022‏
2332022
Conditional object-centric learning from video‏
T Kipf, GF Elsayed, A Mahendran, A Stone, S Sabour, G Heigold, ...‏
International Conference on Learning Representations (ICLR), 2021‏
2232021
CompILE: Compositional imitation learning and execution‏
T Kipf, Y Li, H Dai, V Zambaldi, A Sanchez-Gonzalez, E Grefenstette, ...‏
International Conference on Machine Learning (ICML), 2019‏
1532019
SAVi++: Towards end-to-end object-centric learning from real-world videos‏
GF Elsayed*, A Mahendran*, S van Steenkiste*, K Greff, MC Mozer, ...‏
Advances in Neural Information Processing Systems (NeurIPS), 2022‏
1462022
Object Scene Representation Transformer‏
MSM Sajjadi, D Duckworth, A Mahendran, S van Steenkiste, F Pavetić, ...‏
Advances in Neural Information Processing Systems (NeurIPS), 2022‏
1112022
Plannable approximations to mdp homomorphisms: Equivariance under actions‏
E van der Pol, T Kipf, FA Oliehoek, M Welling‏
International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), 2020‏
972020
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מאמרים 1–20