Jinhyung Kim
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Research topics
Deep Learning
(6)
Computer Vision
(4)
Machine Learning
(4)
Analysis
(3)
Learning Types · Deep Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Processing
(2)
Techniques
(2)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Keywords
knowledge distillation
(2)
data augmentation
(2)
video understanding
(2)
video recognition
(2)
image-text alignment
(2)
action recognition
(2)
contrastive learning
(2)
language-image pretraining
(1)
frequency domain
(1)
residual network
(1)
temporal variation
(1)
rotary position embedding
(1)
action segmentation
(1)
regularization method
(1)
spatio-temporal feature
(1)
masked attention
(1)
3d convolutional network
(1)
video representation learning
(1)
3d convolutional neural network
(1)
3d residual network
(1)
Papers
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations
CVPR 2025
Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders
AAAI 2024
Exploring Temporally Dynamic Data Augmentation for Video Recognition
ICLR 2023
Frequency Selective Augmentation for Video Representation Learning
AAAI 2023
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pre-training
ICCV 2023
READ: Reciprocal Attention Discriminator for Image-to-Video Re-Identification
ECCV 2020
Regularization on Spatio-Temporally Smoothed Feature for Action Recognition
CVPR 2020