Joonmyung Choi
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (5)
ICCV (1)
NIPS (1)
Top co-authors
Research topics
Keywords
image classification
(3)
efficient computing
(3)
saliency detection
(2)
attention mechanism
(2)
video-text alignment
(1)
neural architecture
(1)
self-supervised learning
(1)
multi-modal learning
(1)
vision transformer
(1)
video understanding
(1)
multimodal learning
(1)
neural network optimization
(1)
computational efficiency
(1)
data augmentation
(1)
contrastive learning
(1)
video transformer
(1)
representation learning
(1)
temporal alignment
(1)
state space model
(1)
meta learning
(1)
Papers
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
CVPR 2025
Representation Shift: Unifying Token Compression with FlashAttention
ICCV 2025
Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers
CVPR 2024
vid-TLDR: Training Free Token Merging for Light-weight Video Transformer
CVPR 2024
MELTR: Meta Loss Transformer for Learning To Fine-Tune Video Foundation Models
CVPR 2023
Video-Text Representation Learning via Differentiable Weak Temporal Alignment
CVPR 2022
TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers
NIPS 2022