Muhammad Awais
17 papers · 2018–2026 · 10 venues · across top CS/AI venues
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Research topics
Deep Learning
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Machine Learning
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Core AI
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Keywords
vision-language model
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multimodal learning
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convolutional neural network
(2)
feature disentanglement
(2)
self-supervised learning
(2)
representation learning
(2)
loss function
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feature alignment
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audio classification
(2)
image segmentation
(1)
action recognition
(1)
few-shot learning
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domain adaptation
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semantic segmentation
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adversarial robustness
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feature learning
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contrastive learning
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data augmentation
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cross-modal learning
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Papers
Building Robust Vision Encoders for Cross-Dataset Evaluation in Immunofluorescent Microscopy
CVPR 2026
Domain Adaptation Without the Compute Burden for Efficient Whole Slide Image Analysis
MIDL 2026
SyncDreamer: Controllable and Expressive Avatar Generation Beyond the Talking Head
CVPR 2026
AgroGPT: Efficient Agricultural Vision-Language Model with Expert Tuning
WACV 2025
One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion
CVPR 2025
SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes
ICLR 2025
Text Augmented Correlation Transformer For Few-shot Classification & Segmentation
CVPR 2025
BAPLe: Backdoor Attacks on Medical Foundational Models using Prompt Learning
MICCAI 2024
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition
ECCV 2024
DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification
AAAI 2024
Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning
ECCV 2024
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition
AAAI 2024
Ada$^2$NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning
ACML 2023
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification
AAAI 2022
Adversarial Robustness for Unsupervised Domain Adaptation
ICCV 2021
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation
ICML 2021
Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks
CVPR 2018