Muhammad Ferjad Naeem
14 papers · 2020–2025 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (33)
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Keyword Champion
(2)
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Grand Slam
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Dynamic Duo
(10)
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Keyword Collector
(64)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Research topics
Machine Learning
(8)
Learning Types Β· Machine Learning
(8)
Artificial Intelligence
(7)
Deep Learning
(6)
Computer Vision
(5)
Core AI Β· Artificial Intelligence
(5)
Learning Types Β· Deep Learning
(4)
Architectures
(3)
Core AI Β· Computer Vision
(3)
Core Methods
(3)
Natural Language Processing
(2)
Analysis
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Techniques
(2)
Keywords
zero-shot learning
(4)
vision-language model
(3)
compositional zero-shot learning
(3)
transformer architecture
(2)
image classification
(2)
state-object composition
(2)
multimodal learning
(2)
visual primitive
(2)
catastrophic forgetting
(1)
knowledge transfer
(1)
continual learning
(1)
knowledge distillation
(1)
attention mechanism
(1)
prompt-based learning
(1)
embedding learning
(1)
contrastive learning
(1)
graph embedding
(1)
compositional learning
(1)
multi-view learning
(1)
prompt learning
(1)
Papers
Active Data Curation Effectively Distills Large-Scale Multimodal Models
CVPR 2025
Learning to Prompt with Text Only Supervision for Vision-Language Models
AAAI 2025
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
ICLR 2025
GiT: Towards Generalist Vision Transformer through Universal Language Interface
ECCV 2024
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
ECCV 2024
SILC: Improving Vision Language Pretraining with Self-Distillation
ECCV 2024
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification
CVPR 2023
Introducing Language Guidance in Prompt-based Continual Learning
ICCV 2023
Learning Attention Propagation for Compositional Zero-Shot Learning
WACV 2023
3D Compositional Zero-Shot Learning with DeCompositional Consensus
ECCV 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification
NeurIPS 2022
Learning Graph Embeddings for Compositional Zero-Shot Learning
CVPR 2021
Open World Compositional Zero-Shot Learning
CVPR 2021
Reliable Fidelity and Diversity Metrics for Generative Models
ICML 2020