Anas Mahmoud
6 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (23) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (3)
ACL (1)
ECCV (1)
WACV (1)
Top co-authors
Keywords
self-supervised learning
(2)
feature alignment
(1)
representation learning
(1)
contrastive learning
(1)
knowledge distillation
(1)
image captioning
(1)
autonomous driving
(1)
point cloud
(1)
efficient inference
(1)
class imbalance
(1)
early exit
(1)
3d object detection
(1)
semantic similarity
(1)
multimodal dataset
(1)
vision-language model
(1)
text embedding
(1)
inference optimization
(1)
vision foundation model
(1)
inference acceleration
(1)
speculative decoding
(1)
Papers
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection
CVPR 2025
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
ACL 2024
Sieve: Multimodal Dataset Pruning using Image Captioning Models
CVPR 2024
Image-to-Lidar Relational Distillation for Autonomous Driving Data
ECCV 2024
Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss
CVPR 2023
Dense Voxel Fusion for 3D Object Detection
WACV 2023