Mandela Patrick

According to our database, Mandela Patrick authored at least 9 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Learning and interpreting deep representations from multi-modal data

Mandela Patrick

PhD thesis, 2021

Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers.

Mandela Patrick, Dylan Campbell, Yuki M. Asano, Ishan Misra, Florian Metze, Christoph Feichtenhofer, Andrea Vedaldi, João F. Henriques

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models.

Poyao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alex Hauptmann

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Support-set bottlenecks for video-text representation learning.

Mandela Patrick, Po-Yao Huang, Yuki Markus Asano, Florian Metze, Alexander G. Hauptmann, João F. Henriques, Andrea Vedaldi

Proceedings of the 9th International Conference on Learning Representations, 2021

On Compositions of Transformations in Contrastive Self-Supervised Learning.

Mandela Patrick, Yuki Markus Asano, Polina Kuznetsova, Ruth Fong, João F. Henriques, Geoffrey Zweig, Andrea Vedaldi

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning.

Mandela Patrick, Po-Yao Huang, Ishan Misra, Florian Metze, Andrea Vedaldi, Yuki M. Asano, João F. Henriques

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Multi-modal Self-Supervision from Generalized Data Transformations.

Mandela Patrick, Yuki Markus Asano, Ruth Fong, João F. Henriques, Geoffrey Zweig, Andrea Vedaldi

CoRR, 2020

Labelling unlabelled videos from scratch with multi-modal self-supervision.

Yuki Markus Asano, Mandela Patrick, Christian Rupprecht, Andrea Vedaldi

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Understanding Deep Networks via Extremal Perturbations and Smooth Masks.

Ruth Fong, Mandela Patrick, Andrea Vedaldi

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019