BlockCNN: A Deep Network for Artifact Removal and Image Compression. - Danial Maleki; Soheila Nadalian; Mohammad Mahdi Derakhshani; Mohammad Amin Sadeghi (CVPR Workshops, 2018)

Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors. - Mohammad Mahdi Derakhshani; Saeed Masoudnia; Amir Hossein Shaker; Omid Mersa; Mohammad Amin Sadeghi; Mohammad Rastegari; Babak Nadjar Araabi (CVPR, 2019)

Kernel Continual Learning. - Mohammad Mahdi Derakhshani; Xiantong Zhen; Ling Shao 001; Cees Snoek (ICML, 2021)

Generative Kernel Continual learning. - Mohammad Mahdi Derakhshani; Xiantong Zhen; Ling Shao 001; Cees G. M. Snoek (CoRR, 2021)

LifeLonger: A Benchmark for Continual Disease Classification. - Mohammad Mahdi Derakhshani; Ivona Najdenkoska; Tom van Sonsbeek; Xiantong Zhen; Dwarikanath Mahapatra; Marcel Worring; Cees G. M. Snoek (MICCAI (2), 2022)

Variational prompt tuning improves generalization of vision-language models. - Mohammad Mahdi Derakhshani; Enrique Sanchez; Adrian Bulat; Victor Guilherme Turrisi da Costa; Cees G. M. Snoek; Georgios Tzimiropoulos; Brais Martínez (CoRR, 2022)

Bayesian Prompt Learning for Image-Language Model Generalization. - Mohammad Mahdi Derakhshani; Enrique Sanchez; Adrian Bulat; Victor Guilherme Turrisi da Costa; Cees G. M. Snoek; Georgios Tzimiropoulos; Brais Martínez (ICCV, 2023)

Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models. - Tom van Sonsbeek; Mohammad Mahdi Derakhshani; Ivona Najdenkoska; Cees G. M. Snoek; Marcel Worring (MICCAI (5), 2023)

Small Visual Language Models can also be Open-Ended Few-Shot Learners. - Mohammad Mahdi Derakhshani; Ivona Najdenkoska; Cees G. M. Snoek; Marcel Worring; Yuki M. Asano (CoRR, 2023)

Unlocking Spatial Comprehension in Text-to-Image Diffusion Models. - Mohammad Mahdi Derakhshani; Menglin Xia; Harkirat Behl; Cees G. M. Snoek; Victor Rühle (CoRR, 2023)

Any-Shift Prompting for Generalization Over Distributions. - Zehao Xiao; Jiayi Shen; Mohammad Mahdi Derakhshani; Shengcai Liao; Cees G. M. Snoek (CVPR, 2024)

Learning to Ground VLMs without Forgetting. - Aritra Bhowmik; Mohammad Mahdi Derakhshani; Dennis C. Koelma; Martin R. Oswald; Yuki M. Asano; Cees G. M. Snoek (CoRR, 2024)

TULIP: Token-length Upgraded CLIP. - Ivona Najdenkoska; Mohammad Mahdi Derakhshani; Yuki M. Asano; Nanne van Noord; Marcel Worring; Cees G. M. Snoek (ICLR, 2025)

Continual Hyperbolic Learning of Instances and Classes. - Melika Ayoughi; Mina Ghadimi Atigh; Mohammad Mahdi Derakhshani; Cees G. M. Snoek; Pascal Mettes; Paul Groth (CoRR, 2025)

NeoBabel: A Multilingual Open Tower for Visual Generation. - Mohammad Mahdi Derakhshani; Dheeraj Varghese; Marzieh Fadaee; Cees G. M. Snoek (CoRR, 2025)