Muhammad Kamran Janjua

According to our database, Muhammad Kamran Janjua authored at least 15 papers between 2018 and 2026.

Collaborative distances:

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

2026

Don't Show Pixels, Show Cues: Unlocking Visual Tool Reasoning in Language Models via Perception Programs.

Muhammad Kamran Janjua, Hugo Silva, Di Niu, Bahador Rashidi

CoRR, April, 2026

Panoptic Pairwise Distortion Graph.

Muhammad Kamran Janjua, Abdul Wahab, Bahador Rashidi

CoRR, April, 2026

Grounding Degradations in Natural Language for All-In-One Video Restoration.

Muhammad Kamran Janjua, Amirhosein Ghasemabadi, Kunlin Zhang, Mohammad Salameh, Chao Gao, Di Niu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Fantastic Multi-Task Gradient Updates and How to Find Them In a Cone.

Negar Hassanpour, Muhammad Kamran Janjua, Kunlin Zhang, Sepehr Lavasani, Xiaowen Zhang, Chunhua Zhou, Chao Gao

CoRR, February, 2025

2024

GVFs in the real world: making predictions online for water treatment.

Muhammad Kamran Janjua, Haseeb Shah, Martha White, Erfan Miahi, Marlos C. Machado, Adam White

Mach. Learn., July, 2024

CascadedGaze: Efficiency in Global Context Extraction for Image Restoration.

Amirhosein Ghasemabadi, Muhammad Kamran Janjua, Mohammad Salameh, Chunhua Zhou, Fengyu Sun, Di Niu

Trans. Mach. Learn. Res., 2024

Learning Truncated Causal History Model for Video Restoration.

Amirhosein Ghasemabadi, Muhammad Kamran Janjua, Mohammad Salameh, Di Niu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2020

Movement-induced Priors for Deep Stereo.

Yuxin Hou, Muhammad Kamran Janjua, Juho Kannala, Arno Solin

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Do Cross Modal Systems Leverage Semantic Relationships?

Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati, Faisal Shafait

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

Deep Latent Space Learning for Cross-Modal Mapping of Audio and Visual Signals.

Shah Nawaz, Muhammad Kamran Janjua, Ignazio Gallo, Arif Mahmood, Alessandro Calefati

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

2018

Learning Inward Scaled Hypersphere Embedding: Exploring Projections in Higher Dimensions.

Muhammad Kamran Janjua, Shah Nawaz, Alessandro Calefati, Ignazio Gallo

CoRR, 2018

Seeing Colors: Learning Semantic Text Encoding for Classification.

Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua, Ignazio Gallo

CoRR, 2018

Revisiting Cross Modal Retrieval.

Shah Nawaz, Muhammad Kamran Janjua, Alessandro Calefati, Ignazio Gallo

CoRR, 2018

Image and Encoded Text Fusion for Multi-Modal Classification.

Ignazio Gallo, Alessandro Calefati, Shah Nawaz, Muhammad Kamran Janjua

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Git Loss for Deep Face Recognition.

Ignazio Gallo, Shah Nawaz, Alessandro Calefati, Muhammad Kamran Janjua

Proceedings of the British Machine Vision Conference 2018, 2018