Contrastive learning with hard negative samples J Robinson, CY Chuang, S Sra, S Jegelka ICLR, 2021 | 708 | 2021 |
Debiased contrastive learning CY Chuang, J Robinson, L Yen-Chen, A Torralba, S Jegelka NeurIPS, 2020 | 565 | 2020 |
Sign and basis invariant networks for spectral graph representation learning D Lim*, J Robinson*, L Zhao, T Smidt, SJ Suvrit Sra, Haggai Maron ICLR, 2023 | 124 | 2023 |
Can contrastive learning avoid shortcut solutions? J Robinson, L Sun, K Yu, K Batmanghelich, S Jegelka, S Sra NeurIPS, 2021 | 113 | 2021 |
Strength from Weakness: Fast Learning Using Weak Supervision J Robinson, S Jegelka, S Sra ICML, 2020 | 40 | 2020 |
Aggregation of Markov flows I: theory R MacKay, J Robinson Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2018 | 24 | 2018 |
A simple, efficient and scalable contrastive masked autoencoder for learning visual representations S Mishra*, J Robinson*, H Chang, D Jacobs, A Sarna, A Maschinot, ... Technical Report, 2022 | 23 | 2022 |
Flexible modeling of diversity with strongly log-concave distributions J Robinson, S Sra, S Jegelka NeurIPS, 2019 | 14 | 2019 |
On the Stability of Expressive Positional Encodings for Graph Neural Networks Y Huang, W Lu, J Robinson, Y Yang, M Zhang, S Jegelka, P Li ICLR, 2024 | 13 | 2024 |
Expressive Sign Equivariant Networks for Spectral Geometric Learning D Lim, J Robinson, S Jegelka, Y Lipman, H Maron NeurIPS, 2023 | 10 | 2023 |
Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning S Gupta, J Robinson, D Lim, S Villar, S Jegelka ICLR, 2024 | 8 | 2024 |
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions N Karalias*, J Robinson*, A Loukas, S Jegelka NeurIPS, 2022 | 7 | 2022 |
Relational Deep Learning: Graph Representation Learning on Relational Databases M Fey, W Hu, K Huang, JE Lenssen, R Ranjan, J Robinson, R Ying, J You, ... ICML Position Paper, 2023 | 4 | 2023 |
The First Learning on Graphs Conference: Preface B Rieck, R Pascanu, Y Du, H Stärk, D Lim, CK Joshi, A Deac, I Duta, ... Learning on Graphs Conference, i-xxiii, 2022 | | 2022 |