Byonghyo Shim
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
EMNLP (1)
ICLR (1)
IJCAI (1)
Top co-authors
Keywords
representation learning
(2)
vision transformer
(2)
semantic segmentation
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
monocular depth estimation
(1)
feature clustering
(1)
mutual information
(1)
clustering algorithm
(1)
attribute learning
(1)
vision language model
(1)
similarity loss
(1)
generalized zero-shot learning
(1)
high-dimensional space
(1)
prefix tuning
(1)
parameter efficient fine tuning
(1)
entropy analysis
(1)
semantic feature extraction
(1)
relative depth
(1)
product quantization
(1)
Papers
Visually Guided Decoding: Gradient-Free Hard Prompt Inversion with Language Models
ICLR 2025
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization
AAAI 2024
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models
EMNLP 2024
Semantic-Aware Superpixel for Weakly Supervised Semantic Segmentation
AAAI 2023
Depth-Relative Self Attention for Monocular Depth Estimation
IJCAI 2023
Semantic Feature Extraction for Generalized Zero-Shot Learning
AAAI 2022