Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images. - Waleed M. Gondal; Jan M. Köhler; Rene Grzeszick; Gernot A. Fink; Michael Hirsch 001 (ICIP, 2017)

The Unreasonable Effectiveness of Texture Transfer for Single Image Super-Resolution. - Muhammad Waleed Gondal; Bernhard Schölkopf; Michael Hirsch 001 (ECCV Workshops (5), 2018)

Disentangled State Space Models: Unsupervised Learning of dynamics across Heterogeneous Environments. - Ðorðe Miladinovic; Muhammad Waleed Gondal; Bernhard Schölkopf; Joachim M. Buhmann; Stefan Bauer (DGS@ICLR, 2019)

Kernel Mean Matching for Content Addressability of GANs. - Wittawat Jitkrittum; Patsorn Sangkloy; Muhammad Waleed Gondal; Amit Raj; James Hays; Bernhard Schölkopf (ICML, 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 (NeurIPS, 2019)

Disentangled State Space Representations. - Ðorðe Miladinovic; Muhammad Waleed Gondal; Bernhard Schölkopf; Joachim M. Buhmann; Stefan Bauer (CoRR, 2019)

S2RMs: Spatially Structured Recurrent Modules. - Nasim Rahaman; Anirudh Goyal; Muhammad Waleed Gondal; Manuel Wuthrich; Stefan Bauer; Yash Sharma 001; Yoshua Bengio; Bernhard Schölkopf (CoRR, 2020)

Function Contrastive Learning of Transferable Representations. - Muhammad Waleed Gondal; Shruti Joshi; Nasim Rahaman; Stefan Bauer; Manuel Wüthrich; Bernhard Schölkopf (CoRR, 2020)

Spatially Structured Recurrent Modules. - Nasim Rahaman; Anirudh Goyal; Muhammad Waleed Gondal; Manuel Wuthrich; Stefan Bauer; Yash Sharma 001; Yoshua Bengio; Bernhard Schölkopf (ICLR, 2021)

Function Contrastive Learning of Transferable Meta-Representations. - Muhammad Waleed Gondal; Shruti Joshi; Nasim Rahaman; Stefan Bauer; Manuel Wuthrich; Bernhard Schölkopf (ICML, 2021)

Dynamic Inference with Neural Interpreters. - Nasim Rahaman; Muhammad Waleed Gondal; Shruti Joshi; Peter V. Gehler; Yoshua Bengio; Francesco Locatello; Bernhard Schölkopf (NeurIPS, 2021)

Domain Aligned CLIP for Few-shot Classification. - Muhammad Waleed Gondal; Jochen Gast; Iñigo Alonso Ruiz; Richard Droste; Tommaso Macrì; Suren Kumar; Luitpold Staudigl (WACV, 2024)