Muhammad Waleed Gondal

According to our database, Muhammad Waleed Gondal authored at least 12 papers between 2017 and 2024.

Collaborative distances:

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

2024

Domain Aligned CLIP for Few-shot Classification.

Muhammad Waleed Gondal, Jochen Gast, Inigo Alonso Ruiz, Richard Droste, Tommaso Macrì, Suren Kumar, Luitpold Staudigl

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2021

Dynamic Inference with Neural Interpreters.

Nasim Rahaman, Muhammad Waleed Gondal, Shruti Joshi, Peter V. Gehler, Yoshua Bengio, Francesco Locatello, Bernhard Schölkopf

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

Function Contrastive Learning of Transferable Meta-Representations.

Muhammad Waleed Gondal, Shruti Joshi, Nasim Rahaman, Stefan Bauer, Manuel Wuthrich, Bernhard Schölkopf

Proceedings of the 38th International Conference on Machine Learning, 2021

Spatially Structured Recurrent Modules.

Nasim Rahaman, Anirudh Goyal, Muhammad Waleed Gondal, Manuel Wuthrich, Stefan Bauer, Yash Sharma, Yoshua Bengio, Bernhard Schölkopf

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

2020

Function Contrastive Learning of Transferable Representations.

Muhammad Waleed Gondal, Shruti Joshi, Nasim Rahaman, Stefan Bauer, Manuel Wüthrich, Bernhard Schölkopf

CoRR, 2020

S2RMs: Spatially Structured Recurrent Modules.

Nasim Rahaman, Anirudh Goyal, Muhammad Waleed Gondal, Manuel Wuthrich, Stefan Bauer, Yash Sharma, Yoshua Bengio, Bernhard Schölkopf

CoRR, 2020

2019

Disentangled State Space Representations.

Ðorðe Miladinovic, Muhammad Waleed Gondal, Bernhard Schölkopf, Joachim M. Buhmann, Stefan Bauer

CoRR, 2019

On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset.

Muhammad Waleed Gondal, Manuel Wuthrich, Djordje Miladinovic, Francesco Locatello, Martin Breidt, Valentin Volchkov, Joel Akpo, Olivier Bachem, Bernhard Schölkopf, Stefan Bauer

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Kernel Mean Matching for Content Addressability of GANs.

Wittawat Jitkrittum, Patsorn Sangkloy, Muhammad Waleed Gondal, Amit Raj, James Hays, Bernhard Schölkopf

Proceedings of the 36th International Conference on Machine Learning, 2019

Disentangled State Space Models: Unsupervised Learning of dynamics across Heterogeneous Environments.

Ðorðe Miladinovic, Muhammad Waleed Gondal, Bernhard Schölkopf, Joachim M. Buhmann, Stefan Bauer

Proceedings of the Deep Generative Models for Highly Structured Data, 2019

2018

The Unreasonable Effectiveness of Texture Transfer for Single Image Super-Resolution.

Muhammad Waleed Gondal, Bernhard Schölkopf, Michael Hirsch

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images.

Waleed M. Gondal, Jan M. Köhler, Rene Grzeszick, Gernot A. Fink, Michael Hirsch

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017