Jilan Xu
15 papers · 2022–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird ποΈ Keyword Collector (62)
π
Conference Pioneer
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(9)
Machine Learning
(9)
Deep Learning
(8)
Learning Types Β· Machine Learning
(8)
Processing
(5)
Artificial Intelligence
(4)
Core AI
(4)
Domain-Specific
(4)
Learning Types Β· Deep Learning
(4)
Analysis
(3)
Architectures
(3)
Natural Language Processing
(2)
Generation
(2)
Data Science & Analytics
(1)
Applications
(1)
Keywords
video understanding
(6)
multimodal learning
(4)
semantic segmentation
(3)
egocentric video
(3)
hand-object interaction
(2)
zero-shot learning
(2)
action detection
(2)
large language model
(2)
multi-task learning
(1)
in-context learning
(1)
vision transformer
(1)
question answering
(1)
video captioning
(1)
egocentric vision
(1)
video generation
(1)
semi-supervised learning
(1)
human motion
(1)
medical image segmentation
(1)
temporal analysis
(1)
open-vocabulary detection
(1)
Papers
CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding
ICLR 2025
EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos
ICLR 2025
Learning Streaming Video Representation via Multitask Training
ICCV 2025
Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning
ICLR 2025
TGSAM-2: Text-Guided Medical Image Segmentation using Segment Anything Model 2
MICCAI 2025
Anatomical Structure-Guided Medical Vision-Language Pre-training
MICCAI 2024
Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis
MICCAI 2024
Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?
NeurIPS 2024
EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World
CVPR 2024
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding
ECCV 2024
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark
CVPR 2024
Retrieval-Augmented Egocentric Video Captioning
CVPR 2024
Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision
CVPR 2023
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping
CVPR 2022
TCCNet: Temporally Consistent Context-Free Network for Semi-supervised Video Polyp Segmentation
IJCAI 2022