Mustafa Shukor
9 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
multimodal learning
(6)
representation learning
(2)
large language model
(2)
zero-shot learning
(2)
foundation model
(2)
large multimodal model
(2)
semantic segmentation
(1)
instruction following
(1)
unsupervised learning
(1)
in-context learning
(1)
contrastive learning
(1)
model interpretability
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
diffusion model
(1)
feature extraction
(1)
multi-objective learning
(1)
language model
(1)
normalized cut
(1)
image segmentation
(1)
Papers
Analyzing Finetuning Representation Shift for Multimodal LLMs Steering
ICCV 2025
Multimodal Autoregressive Pre-training of Large Vision Encoders
CVPR 2025
Scaling Laws for Native Multimodal Models
ICCV 2025
A Concept-Based Explainability Framework for Large Multimodal Models
NeurIPS 2024
Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning
ICLR 2024
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut
NeurIPS 2024
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
NeurIPS 2024
eP-ALM: Efficient Perceptual Augmentation of Language Models
ICCV 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards
NeurIPS 2023