Junfeng He
14 papers · 2013–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (8) π Interdisciplinary Bridge π Academic Marathon (12) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (38)
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Hot Topic Early Bird
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Cross-Pollinator
(15)
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Renaissance Researcher
(8)
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Keyword Champion
(2)
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Topic Evolution
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Trend Setter
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Prolific Year
(5)
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Conference Pioneer
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Century Club
(14)
β
The Questioner
(2)
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Keyword Collector
(62)
Conferences
CVPR (9)
AAAI (1)
ECCV (1)
ICCV (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
text-to-image generation
(3)
reward model
(3)
multimodal transformer
(2)
human feedback
(2)
human attention
(2)
nearest neighbor search
(2)
image retrieval
(1)
visual saliency
(1)
contrastive learning
(1)
in-context learning
(1)
preference optimization
(1)
multimodal learning
(1)
image editing
(1)
visual reasoning
(1)
knowledge distillation
(1)
similarity search
(1)
reinforcement learning from human feedback
(1)
eye tracking
(1)
iterative refinement
(1)
collaborative filtering
(1)
Papers
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation
CVPR 2025
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
ICLR 2025
Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
ICCV 2025
Cropper: Vision-Language Model for Image Cropping through In-Context Learning
CVPR 2025
Calibrated Multi-Preference Optimization for Aligning Diffusion Models
CVPR 2025
Rich Human Feedback for Text-to-Image Generation
CVPR 2024
UniAR: A Unified model for predicting human Attention and Responses on visual content
NIPS 2024
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation
ECCV 2024
Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models
CVPR 2023
Differentially Private Heatmaps
AAAI 2023
Learning From Unique Perspectives: User-Aware Saliency Modeling
CVPR 2023
Deep Saliency Prior for Reducing Visual Distraction
CVPR 2022
Collaborative Hashing
CVPR 2014
Hash Bit Selection: A Unified Solution for Selection Problems in Hashing
CVPR 2013