Muhammad Maaz
9 papers · 2022–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
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Research topics
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI · Artificial Intelligence
(6)
Computer Vision
(5)
Learning Types
(5)
Natural Language Processing
(4)
Processing
(4)
Machine Learning
(3)
Application Areas
(3)
Generation
(2)
Models
(2)
Resources & Methods
(2)
Analysis
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Keywords
vision-language model
(4)
multimodal learning
(3)
transfer learning
(3)
visual grounding
(2)
large multimodal model
(2)
video understanding
(2)
object detection
(1)
prompt learning
(1)
image segmentation
(1)
video question answering
(1)
domain generalization
(1)
machine translation
(1)
instruction tuning
(1)
model scaling
(1)
open-vocabulary detection
(1)
few-shot learning
(1)
visual encoder
(1)
multimodal model
(1)
zero-shot learning
(1)
representation learning
(1)
Papers
A Culturally-diverse Multilingual Multimodal Video Benchmark & Model
EMNLP 2025
PALO: A Polyglot Large Multimodal Model for 5B People
WACV 2025
GLaMM: Pixel Grounding Large Multimodal Model
CVPR 2024
Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models
ACL 2024
Fine-Tuned CLIP Models Are Efficient Video Learners
CVPR 2023
MaPLe: Multi-Modal Prompt Learning
CVPR 2023
SwiftFormer: Efficient Additive Attention for Transformer-based Real-time Mobile Vision Applications
ICCV 2023
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection
NeurIPS 2022
Class-Agnostic Object Detection with Multi-modal Transformer
ECCV 2022