Junlin Hou
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(4)
Computer Vision
(3)
Machine Learning
(3)
Learning Types
(3)
Domain-Specific
(2)
Generation · Computer Vision
(2)
Techniques
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Generation · Natural Language Processing
(1)
Keywords
egocentric video
(2)
video generation
(1)
video captioning
(1)
multimodal learning
(1)
gaussian mixture model
(1)
zero-shot transfer
(1)
retrieval-augmented generation
(1)
image-text alignment
(1)
hand-object interaction
(1)
video diffusion model
(1)
cross-attention module
(1)
text feature
(1)
class activation mapping
(1)
foreground segmentation
(1)
retrieval-augmented learning
(1)
weakly supervised object localization
(1)
open-vocabulary learning
(1)
concept detection
(1)
interpretable explanation
(1)
medical image diagnosis
(1)
Papers
Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis
MIDL 2026
EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos
ICLR 2025
Explain Any Pathological Concept: Discovering Hierarchical Explanations for Pathology Foundation Models
MICCAI 2025
Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis
MICCAI 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