My research focuses on robust intelligent systems, cross-domain model adaptation, multi-modal foundational models, and the broader applications of AI with societal impact. I have published my research in leading AI and computer vision venues, such as NeurIPS (#1 in AI), ICCV (#2 in CV), ECCV (#3 in CV), TPAMI (IF=20.8), TNNLS (IF=10.4).

Our method works by aligning the features of the UDA model with the robust features learned by ImageNet pre-trained models along with domain adaptation training. It utilizes both labeled and unlabeled domains and instills robustness without any adversarial intervention or label requirement during domain adaptation training.

M Awais, M Naseer, S Khan, RM Anwer, H Cholakkal, M Shah, MH Yang, ... TPAMI - IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023. 154: ... AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment. U Nawaz, M Awais, H Gani, M Naseer, F Khan, S Khan, RM Anwer.

2024年11月23日 · Sociologists saw the application of the medical model to psychopathology as form of control of socially deviant behaviors. For many within and outside the profession at that time, it stood for biological treatments like electroconvulsive therapy and psychosurgery.

2023年7月25日 · In this survey, we provide a comprehensive review of such emerging foundational models, including typical architecture designs to combine different modalities (vision, text, audio, etc), training objectives (contrastive, generative), pre-training datasets, fine-tuning mechanisms, and the common prompting patterns; textual, visual, and heterogene...

2024年12月29日 · Exploring critical, philosophical, and scientific debates in psychiatric practice and the psy-sciences. Click to read Psychiatry at the Margins, by Awais Aftab, a Substack publication with tens of thousands of subscribers.

158K Followers, 231 Following, 1,318 Posts - Awais khAn (@awaisoo_official) on Instagram: "DM for paid PR /collab & shoot muscles💪building is my passion.I am health brute (y) FITNESS ATHLETE FASHION MODEL). Freelancer model"

In this article we offer a two-part commentary on Bolton and Gillett’s reconceptualization of Engel’s biopsychosocial model. In the first section we present a conceptual and historical assessment of the biopsychosocial model that differs from the analysis by Bolton and Gillett.

“ Conversations in Critical Psychiatry ” is my interview series for Psychiatric Times that explores critical and philosophical perspectives in psychiatry and engages with prominent commentators within and outside the profession who have made meaningful criticisms of the status quo. The list below is in the order of the original online publication.

We discuss the open challenges and research directions for foundational models in computer vision, including difficulties in their evaluations and benchmarking, gaps in their real-world understanding, limitations of their contextual understanding, biases, vulnerability to adversarial attacks, and interpretability issues.