Learning to count objects in natural images for visual question answering Y Zhang, J Hare, A Prügel-Bennett International Conference on Learning Representations 2018, 2018 | 240 | 2018 |
Deep Set Prediction Networks Y Zhang, J Hare, A Prügel-Bennett Advances in Neural Information Processing Systems 32, 2019 | 119 | 2019 |
FSPool: Learning Set Representations with Featurewise Sort Pooling Y Zhang, J Hare, A Prügel-Bennett International Conference on Learning Representations 2020, 2020 | 88 | 2020 |
Equivariance with Learned Canonicalization Functions SO Kaba*, AK Mondal*, Y Zhang, Y Bengio, S Ravanbakhsh Proceedings of the 40th International Conference on Machine Learning, 2023 | 41 | 2023 |
Learning Representations of Sets through Optimized Permutations Y Zhang, J Hare, A Prügel-Bennett International Conference on Learning Representations 2019, 2019 | 28 | 2019 |
Better Set Representations For Relational Reasoning Q Huang, H He, A Singh, Y Zhang, SN Lim, A Benson Advances in Neural Information Processing Systems 33, 2020 | 18 | 2020 |
Graph Neural Networks for Learning Equivariant Representations of Neural Networks M Kofinas, B Knyazev, Y Zhang, Y Chen, GJ Burghouts, E Gavves, ... International Conference on Learning Representations 2024, 2024 | 13* | 2024 |
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation Y Zhang*, DW Zhang*, S Lacoste-Julien, GJ Burghouts, CGM Snoek International Conference on Learning Representations 2022, 2022 | 13 | 2022 |
PopulAtion Parameter Averaging (PAPA) A Jolicoeur-Martineau, E Gervais, K Fatras, Y Zhang, S Lacoste-Julien Transactions on Machine Learning Research, 2024 | 9 | 2024 |
Unlocking Slot Attention by Changing Optimal Transport Costs Y Zhang*, DW Zhang*, S Lacoste-Julien, GJ Burghouts, CGM Snoek Proceedings of the 40th International Conference on Machine Learning, 2023 | 6 | 2023 |
Improved Generalization of Weight Space Networks via Augmentations A Shamsian, A Navon, DW Zhang, Y Zhang, E Fetaya, G Chechik, ... Proceedings of the 41st International Conference on Machine Learning, 2024 | 3* | 2024 |
Object-centric architectures enable efficient causal representation learning A Mansouri, J Hartford, Y Zhang, Y Bengio International Conference on Learning Representations 2024, 2024 | 2 | 2024 |
CrossSplit: Mitigating Label Noise Memorization through Data Splitting J Kim, A Baratin, Y Zhang, S Lacoste-Julien Proceedings of the 40th International Conference on Machine Learning, 2023 | 2 | 2023 |
Unsupervised Concept Discovery Mitigates Spurious Correlations MR Arefin, Y Zhang, A Baratin, F Locatello, I Rish, D Liu, K Kawaguchi Proceedings of the 41st International Conference on Machine Learning, 2024 | | 2024 |