Anas Mahmoud
7 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(4)
Models
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Analysis
(3)
Core AI
(3)
Domain-Specific
(2)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
vision-language model
(2)
self-supervised learning
(2)
representation learning
(1)
efficient inference
(1)
knowledge distillation
(1)
image captioning
(1)
point cloud
(1)
multimodal dataset
(1)
vision foundation model
(1)
class imbalance
(1)
early exit
(1)
3d object detection
(1)
text retrieval
(1)
semantic similarity
(1)
autonomous driving
(1)
contrastive learning
(1)
text embedding
(1)
inference optimization
(1)
feature alignment
(1)
model compression
(1)
Papers
CLIP Is Shortsighted: Paying Attention Beyond the First Sentence
CVPR 2026
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection
CVPR 2025
Image-to-Lidar Relational Distillation for Autonomous Driving Data
ECCV 2024
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
ACL 2024
Sieve: Multimodal Dataset Pruning using Image Captioning Models
CVPR 2024
Dense Voxel Fusion for 3D Object Detection
WACV 2023
Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss
CVPR 2023