Jungbeom Lee
15 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23)
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Topic Evolution
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Dynamic Duo
(12)
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Keyword Collector
(71)
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Century Club Β· Bronze
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Research topics
Computer Vision
(13)
Deep Learning
(9)
Machine Learning
(8)
Learning Types Β· Machine Learning
(8)
Analysis
(6)
Learning Types Β· Deep Learning
(6)
Generation
(4)
Models
(4)
Processing
(4)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Resources & Methods
(2)
Techniques
(2)
Keywords
weakly supervised learning
(7)
semantic segmentation
(6)
image generation
(4)
weakly supervised semantic segmentation
(3)
multimodal learning
(2)
localization map
(2)
convolutional neural network
(2)
diffusion model
(2)
class activation map
(2)
vision-language model
(2)
image classification
(2)
style transfer
(1)
vision transformer
(1)
object detection
(1)
video segmentation
(1)
visual saliency
(1)
semi-supervised learning
(1)
zero-shot learning
(1)
information bottleneck
(1)
object localization
(1)
Papers
FlowFixer: Towards Detail-Preserving Subject-Driven Generation
CVPR 2026
Style-Friendly SNR Sampler for Style-Driven Generation
WACV 2026
Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP
ICCV 2025
Toward Interactive Regional Understanding in Vision-Large Language Models
NAACL 2024
Improving Visual Prompt Tuning for Self-supervised Vision Transformers
ICML 2023
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency
ICCV 2023
Bridging the Gap Between Classification and Localization for Weakly Supervised Object Localization
CVPR 2022
Perception Prioritized Training of Diffusion Models
CVPR 2022
Weakly Supervised Semantic Segmentation Using Out-of-Distribution Data
CVPR 2022
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation
CVPR 2021
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation
CVPR 2021
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation
NeurIPS 2021
Toward Spatially Unbiased Generative Models
ICCV 2021
FickleNet: Weakly and Semi-Supervised Semantic Image Segmentation Using Stochastic Inference
CVPR 2019
Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation
ICCV 2019