Publications
Conference Proceedings
Milbich, T, Roth, K, Bharadhwaj, H, Sinha, S, Bengio, Y, Ommer, B and Cohen, J Paul (2020).
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning.
IEEE European Conference on Computer Vision (ECCV).
https://arxiv.org/abs/2004.13458 Roth, K, Milbich, T, Sinha, S, Gupta, P, Ommer, B and Cohen, J Paul (2020).
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning.
International Conference on Machine Learning (ICML).
https://arxiv.org/pdf/2002.08473.pdf inproceedings
Milbich, T, Roth, K, Sinha, S, Schmidt, L, Ghassemi, M and Ommer, B (2021).
Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning.
https://arxiv.org/abs/2107.09562