Gül Varol
23 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (42) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(11)
🧬
Topic Evolution
🔬
Deep Specialist
(10)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Silver
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Prolific Year · Productive
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Conference Pioneer
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Century Club · Bronze
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Keyword Collector
(87)
Top co-authors
Research topics
Artificial Intelligence
(13)
Computer Vision
(13)
Core AI
(13)
Deep Learning
(11)
Machine Learning
(8)
Natural Language Processing
(6)
Learning Types · Machine Learning
(6)
Learning Types · Deep Learning
(6)
Analysis
(5)
Architectures
(5)
Generation · Natural Language Processing
(5)
Processing
(5)
Generation · Computer Vision
(4)
Core Methods
(3)
Models
(3)
Keywords
video understanding
(4)
temporal localization
(4)
large language model
(4)
multimodal learning
(4)
audio description
(3)
sign language
(3)
transformer architecture
(3)
vision-language model
(3)
audio description generation
(2)
video captioning
(2)
sign language recognition
(2)
zero-shot learning
(2)
3d human motion
(2)
video segmentation
(2)
synthetic data
(2)
cross-modal retrieval
(2)
text generation
(1)
weakly supervised learning
(1)
action recognition
(1)
curriculum learning
(1)
Papers
Segment, Embed, and Align: A Universal Recipe for Aligning Subtitles to Signing
ACL 2026
Text-Driven 3D Hand Motion Generation from Sign Language Data
CVPR 2026
Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs
CVPR 2025
Lost in Translation, Found in Context: Sign Language Translation with Contextual Cues
CVPR 2025
Shot-by-Shot: Film-Grammar-Aware Training-Free Audio Description Generation
ICCV 2025
AutoAD III: The Prequel - Back to the Pixels
CVPR 2024
CoVR: Learning Composed Video Retrieval from Web Video Captions
AAAI 2024
AutoAD II: The Sequel - Who, When, and What in Movie Audio Description
ICCV 2023
AutoAD: Movie Description in Context
CVPR 2023
Going Beyond Nouns With Vision & Language Models Using Synthetic Data
ICCV 2023
SINC: Spatial Composition of 3D Human Motions for Simultaneous Action Generation
ICCV 2023
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis
ICCV 2023
Automatic Dense Annotation of Large-Vocabulary Sign Language Videos
ECCV 2022
Sign Language Video Retrieval With Free-Form Textual Queries
CVPR 2022
TEMOS: Generating Diverse Human Motions from Textual Descriptions
ECCV 2022
Action-Conditioned 3D Human Motion Synthesis With Transformer VAE
ICCV 2021
Aligning Subtitles in Sign Language Videos
ICCV 2021
Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval
ICCV 2021
Read and Attend: Temporal Localisation in Sign Language Videos
CVPR 2021
BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues
ECCV 2020
Learning Joint Reconstruction of Hands and Manipulated Objects
CVPR 2019
BodyNet: Volumetric Inference of 3D Human Body Shapes
ECCV 2018
Learning From Synthetic Humans
CVPR 2017