MA
Muhammad Awais
cs.CVcs.LGcs.AIAlgorithmscs.SDeess.ASeess.IVstat.MLArtificial Intelligencecs.CL
On Valency
published · living versionsW_7p9jnmug·v2 · currentpublished
The "Rubin 2036: Opportunities for Discovery" Workshop: A Community Roadmap for the Future of the Vera C. Rubin Observatory After the LSST
with Andrés Alejandro Plazas Malagón, Steve Allen, Shreya Anand, Simon Birrer +73
2 versions
Preprints & journals
35 papers in the corpus · 2017–2026From Gaze to Meaning: A Training-Free AI Agent for Unified Grounding and Explanation2609.06208v1 · Shayan Nasiriboukani, Sara Atito, Mohammad Nezamipour et al.2026 · 0 citationsarXiv
Channel-Aware Probing for Multi-Channel Imaging2602.12696v1 · Umar Marikkar, Syed Sameed Husain, Muhammad Awais et al.2026 · 0 citationsarXiv
Probabilistically Aligned View-Unaligned Clustering With Adaptive Template Selection.41056165 · Dong, Wenhua, Wu, Xiao-Jun, Feng, Zhenhua et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(2):1904-1916
RespoDiff: Dual-Module Bottleneck Transformation for Responsible & Faithful T2I Generation2509.15257v2 · Silpa Vadakkeeveetil Sreelatha, Sauradip Nag, Muhammad Awais et al.2025 · 0 citationsarXiv
Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning2506.15649v1 · Ankan Deria, Adinath Madhavrao Dukre, Feilong Tang et al.2025 · 0 citationsarXiv
SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes2506.12222v1 · Tony Alex, Sara Ahmed, Armin Mustafa et al.2025 · 0 citationsarXiv
PAL: Probing Audio Encoders via LLMs -- Audio Information Transfer into LLMs2506.10423v3 · Tony Alex, Wish Suharitdamrong, Sara Atito et al.2025 · 0 citationsarXiv
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion2502.19854v2 · Chunyang Cheng, Tianyang Xu, Zhenhua Feng et al.2025 · 62 citationsarXiv
PortraitTalk: Towards Customizable One-Shot Audio-to-Talking Face Generation2412.07754v2 · Fatemeh Nazarieh, Zhenhua Feng, Diptesh Kanojia et al.2024 · 0 citationsarXiv
View-shuffled clustering via the modified Hungarian algorithm.39153400 · Dong, Wenhua, Wu, Xiao-Jun, Xu, Tianyang et al.2024 · 7 citationsNeural networks : the official journal of the International Neural Network Society. 2024;179:106602
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition2407.06113v2 · Rongchang Li, Zhenhua Feng, Tianyang Xu et al.2024 · 8 citationsarXiv
DailyMAE: Towards Pretraining Masked Autoencoders in One Day2404.00509v1 · Jiantao Wu, Shentong Mo, Sara Atito et al.2024 · 2 citationsarXiv
RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation.35767502 · Akbari, Ali, Awais, Muhammad, Fatemifar, Soroush et al.2024 · 8 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(3):1603-1617
Machine Learning to Advance Human Genome-Wide Association Studies.38254924 · Sigala, Rafaella E, Lagou, Vasiliki, Shmeliov, Aleksey et al.2024 · 37 citationsGenes. 2023;15(1)
Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning2312.01118v1 · Jiantao Wu, Shentong Mo, Sara Atito et al.2023 · 2 citationsarXiv
LT-ViT: A Vision Transformer for multi-label Chest X-ray classification2311.07263v1 · Umar Marikkar, Sara Atito, Muhammad Awais et al.2023 · 21 citationsarXiv
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition2309.05834v1 · Cong Wu, Xiao-Jun Wu, Josef Kittler et al.2023 · 27 citationsarXiv
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding2308.11448v1 · Jiantao Wu, Shentong Mo, Muhammad Awais et al.2023 · 0 citationsarXiv
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning.34283721 · Akbari, Ali, Awais, Muhammad, Bashar, Manijeh et al.2023 · 11 citationsIEEE transactions on neural networks and learning systems. 2023;34(1):119-133
SPCXR: Self-supervised Pretraining using Chest X-rays Towards a Domain Specific Foundation Model2211.12944v2 · Syed Muhammad Anwar, Abhijeet Parida, Sara Atito et al.2022 · 6 citationsarXiv
A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation.34133311 · Akbari, Ali, Awais, Muhammad, Fatemifar, Soroush et al.2022 · 22 citationsIEEE transactions on cybernetics. 2022;52(10):9986-9999
SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI2208.13923v1 · Sara Atito, Syed Muhammad Anwar, Muhammad Awais et al.2022 · 16 citationsarXiv
Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis.33026982 · Akbari, Ali, Awais, Muhammad, Feng, Zhen-Hua et al.2022 · 26 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(4):1869-1887
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning2111.15340v1 · Sara Atito, Muhammad Awais, Ammarah Farooq et al.2021 · 7 citationsarXiv
Global Interaction Modelling in Vision Transformer via Super Tokens2111.13156v1 · Ammarah Farooq, Muhammad Awais, Sara Ahmed et al.2021 · 2 citationsarXiv
SiT: Self-supervised vIsion Transformer2104.03602v3 · Sara Atito, Muhammad Awais, Josef Kittler2021 · 83 citationsarXiv
NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition2103.03503v1 · Syed Safwan Khalid, Muhammad Awais, Chi-Ho Chan et al.2021 · 8 citationsarXiv
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation2010.10368v2 · Ali Akbari, Muhammad Awais, Zhen-Hua Feng et al.2020 · 2 citationsarXiv
Deep Convolutional Neural Network Ensembles using ECOC2009.02961v2 · Sara Atito Ali Ahmed, Cemre Zor, Berrin Yanikoglu et al.2020 · 8 citationsarXiv
Selection of Neural Oscillatory Features for Human Stress Classification with Single Channel EEG Headset.30671443 · Umar Saeed, Sanay Muhammad, Anwar, Syed Muhammad, Majid, Muhammad et al.2019 · 65 citationsBioMed research international. 2018;2018:1049257
Leveraging Deep Stein's Unbiased Risk Estimator for Unsupervised X-ray Denoising1811.12488v1 · Fahad Shamshad, Muhammad Awais, Muhammad Asim et al.2018 · 1 citationarXiv
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks1711.06753v5 · Zhen-Hua Feng, Josef Kittler, Muhammad Awais et al.2017 · 500 citationsarXiv
3D Morphable Models as Spatial Transformer Networks1708.07199v1 · Anil Bas, Patrik Huber, William A. P. Smith et al.2017 · 68 citationsarXiv
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild1705.02402v2 · Zhen-Hua Feng, Josef Kittler, Muhammad Awais et al.2017 · 44 citationsarXiv
Medical Image Retrieval using Deep Convolutional Neural Network1703.08472v1 · Adnan Qayyum, Syed Muhammad Anwar, Muhammad Awais et al.2017 · 434 citationsNeurocomputing 2017
Career total: at least 79 works. 35 are in this corpus.
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