Hun-Seok Kim
8 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Hot Topic Early Bird
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(14)
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Research topics
Keywords
weight matrix
(2)
video compression
(2)
structured matrix
(2)
transfer learning
(1)
anomaly detection
(1)
video prediction
(1)
entropy coding
(1)
neural network optimization
(1)
parameter sharing
(1)
maximum a posteriori
(1)
matrix optimization
(1)
optical flow
(1)
3d object detection
(1)
proximal gradient descent
(1)
foundation model
(1)
latent space
(1)
generative adversarial network
(1)
perceptual quality
(1)
multimodal fusion
(1)
latent space representation
(1)
Papers
Adaptive LiDAR Scanning: Harnessing Temporal Cues for Efficient 3D Object Detection via Multi-Modal Fusion
AAAI 2026
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference
NeurIPS 2024
Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks
ICLR 2024
Deep Joint Source-Channel Coding with Iterative Source Error Correction
AISTATS 2023
Efficient Computation Sharing for Multi-Task Visual Scene Understanding
ICCV 2023
MMVC: Learned Multi-Mode Video Compression With Block-Based Prediction Mode Selection and Density-Adaptive Entropy Coding
CVPR 2023
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection
ECCV 2022
Deep Learning in Latent Space for Video Prediction and Compression
CVPR 2021