Bumsoo Kim
14 papers · 2020–2025 · 8 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird
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Prolific Year · Productive
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Unstoppable · Bronze
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The Questioner
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Century Club · Bronze
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Artificial Intelligence
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Core AI · Artificial Intelligence
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Keywords
contrastive learning
(4)
object detection
(3)
multimodal learning
(2)
multimodal representation
(2)
vision-language model
(2)
3d vision
(2)
multimodal large language model
(2)
image-text alignment
(2)
knowledge distillation
(2)
in-context learning
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human-object interaction detection
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pose estimation
(1)
image captioning
(1)
video understanding
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transfer learning
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metric learning
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set prediction
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action recognition
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instruction tuning
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efficient inference
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Papers
Generative Modeling of Class Probability for Multi-Modal Representation Learning
CVPR 2025
ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition
AAAI 2025
Is `Right' Right? Enhancing Object Orientation Understanding in Multimodal Large Language Models through Egocentric Instruction Tuning
CVPR 2025
Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information
WACV 2025
Retrieval Enhanced Feedback via In-context Neural Error-book
EMNLP 2025
Bi-directional Contextual Attention for 3D Dense Captioning
ECCV 2024
Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders
AAAI 2024
See It All: Contextualized Late Aggregation for 3D Dense Captioning
ACL 2024
UNSPAT: Uncertainty-Guided SpatioTemporal Transformer for 3D Human Pose and Shape Estimation on Videos
WACV 2024
Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pre-training
ICCV 2023
MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection
CVPR 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training
NeurIPS 2022
HOTR: End-to-End Human-Object Interaction Detection With Transformers
CVPR 2021
UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection
ECCV 2020