Mohsen Fayyaz
14 papers · 2018–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (8) π Academic Marathon (8) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (30)
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Conference Polyglot
(8)
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Academic Marathon
(8)
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Topic Evolution
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Century Club
(14)
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Conference Pioneer
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Unstoppable
(7)
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Keyword Collector
(57)
Conferences
ECCV (4)
ACL (3)
CVPR (2)
EMNLP (1)
ICCV (1)
ICLR (1)
NAACL (1)
WACV (1)
Top co-authors
Keywords
layer-wise analysis
(2)
action recognition
(2)
self-supervised learning
(1)
video classification
(1)
multi-label classification
(1)
attention mechanism
(1)
weakly supervised learning
(1)
contextual representation
(1)
relation extraction
(1)
cross-lingual transfer
(1)
knowledge transfer
(1)
video understanding
(1)
model analysis
(1)
semantic knowledge
(1)
temporal modeling
(1)
linguistic knowledge
(1)
probing analysis
(1)
dense retrieval
(1)
energy efficiency
(1)
contrastive learning
(1)
Papers
Polymorph: Energy-Efficient Multi-Label Classification for Video Streams on Embedded Devices
WACV 2026
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence
ACL 2025
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
ICLR 2025
Occlusion Handling in 3D Human Pose Estimation with Perturbed Positional Encoding
ECCV 2024
DecompX: Explaining Transformers Decisions by Propagating Token Decomposition
ACL 2023
Adaptive Token Sampling for Efficient Vision Transformers
ECCV 2022
Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages
ACL 2022
GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers
NAACL 2022
Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToidsβ Representations
EMNLP 2021
Long Short View Feature Decomposition via Contrastive Video Representation Learning
ICCV 2021
3D CNNs With Adaptive Temporal Feature Resolutions
CVPR 2021
Large Scale Holistic Video Understanding
ECCV 2020
SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation
CVPR 2020
Spatio-Temporal Channel Correlation Networks for Action Classification
ECCV 2018