Hyuk-Jae Lee
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Conference Polyglot (5) π Academic Marathon (6) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(24)
π§
Keyword Pioneer
π§¬
Topic Evolution
π₯
Unstoppable
(5)
Conferences
ICCV (3)
AAAI (2)
IJCAI (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
object detection
(2)
active learning
(1)
transformer architecture
(1)
vision transformer
(1)
local attention
(1)
probabilistic modeling
(1)
epistemic uncertainty
(1)
noisy label learning
(1)
self-supervised learning
(1)
autonomous driving
(1)
depth estimation
(1)
monocular depth estimation
(1)
automatic speech recognition
(1)
fine-grained classification
(1)
early exit
(1)
multi-view learning
(1)
uncertainty estimation
(1)
feature aggregation
(1)
edge deployment
(1)
dynamic inference
(1)
Papers
MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula
AAAI 2025
USDN: A Unified Sample-Wise Dynamic Network With Mixed-Precision and Early-Exit
WACV 2024
ViT-P3DEβ: Vision Transformer Based Multi-Camera Instance Association with Pseudo 3D Position Embeddings
IJCAI 2023
EGformer: Equirectangular Geometry-biased Transformer for 360 Depth Estimation
ICCV 2023
MVP-N: A Dataset and Benchmark for Real-World Multi-View Object Classification
NIPS 2022
Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-Supervised Learning
AAAI 2022
Active Learning for Deep Object Detection via Probabilistic Modeling
ICCV 2021
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving
ICCV 2019