WonJun Moon
17 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Research topics
Computer Vision
(12)
Machine Learning
(9)
Analysis
(9)
Artificial Intelligence
(8)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Core AI
(6)
Learning Types Β· Deep Learning
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Processing
(5)
Core Methods
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Learning Paradigms
(2)
Data Science & Analytics
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Applications Β· Computer Vision
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Applications Β· Data Science & Analytics
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Keywords
video retrieval
(3)
contrastive learning
(3)
few-shot learning
(2)
vision-language model
(2)
prototype learning
(2)
clip model
(2)
text-video alignment
(2)
text-video retrieval
(2)
feature learning
(1)
vision transformer
(1)
representation learning
(1)
video recognition
(1)
video classification
(1)
attention mechanism
(1)
embedding learning
(1)
curriculum learning
(1)
zero-shot learning
(1)
3d scene understanding
(1)
cross-modal retrieval
(1)
channel attention
(1)
Papers
Looking Beyond the Window: Global-Local Aligned CLIP for Training-free Open-Vocabulary Semantic Segmentation
CVPR 2026
Masking Matters: Unlocking the Spatial Reasoning Capabilities of LLMs for 3D Scene-Language Understanding
CVPR 2026
Reconstruction-Guided Slot Curriculum: Addressing Object Over-Fragmentation in Video Object-Centric Learning
CVPR 2026
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval
AAAI 2025
Bridging the Semantic Granularity Gap Between Text and Frame Representations for Partially Relevant Video Retrieval
AAAI 2025
Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval
ICCV 2025
Selective Contrastive Learning for Weakly Supervised Affordance Grounding
ICCV 2025
Temporal Alignment-Free Video Matching for Few-shot Action Recognition
CVPR 2025
Mitigating Background Shift in Class-Incremental Semantic Segmentation
ECCV 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation
ECCV 2024
VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting
AAAI 2024
Leveraging Hidden Positives for Unsupervised Semantic Segmentation
CVPR 2023
Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition
AAAI 2023
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
CVPR 2023
Difficulty-Aware Simulator for Open Set Recognition
ECCV 2022
Tailoring Self-Supervision for Supervised Learning
ECCV 2022
Task Discrepancy Maximization for Fine-Grained Few-Shot Classification
CVPR 2022