Kim Junmo Lab
Kim Junmo Lab
KAIST · Electrical Engineering
Professor
Prof. 김준모
Professor's page · publicationsAbout
KAIST 전기및전자공학부 김준모(Junmo Kim) 교수의 SIIT(Statistical Inference & Information Theory) 연구실이다. 컴퓨터 비전, 멀티모달 학습, AI 안전성을 아우르는 AI 기반 연구를 수행한다. 3D 컴퓨터 비전·자율주행, 생성·확산 모델, 대규모 언어·멀티모달 학습, 신뢰가능 AI, 의료·과학 AI 등을 다룬다.
Research keywords
Recent papers
- Do LLMs Learn from Rewards in Context? : Rethinking the role of reward in In-Context RLNewPreprintarXiv (Cornell University) · Oct 8
- Syn-Omni: Structured Specialization and Progressive Collaboration for Omnimodal EmbeddingsNewPreprintarXiv (Cornell University) · Oct 8
- VGGT-Bridge: Beyond Sequential Pose Graphs via Coarse-Stride Skip EdgesNewPreprintarXiv (Cornell University) · Oct 5
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- Stable-GFlowNet: Toward Diverse and Robust LLM Red-Teaming via Contrastive Trajectory BalanceICML (Spotlight) · 2026
- Cross-Axis Feature Fusion with Joint-Wise Motion Difference Prediction for Text-Based 3D Human Motion EditingCVPR · 2026
- PRISM: Video Dataset Condensation with Progressive Refinement and Insertion for Sparse MotionCVPR · 2026
- SSG: Scaled Spatial Guidance for Multi-Scale Visual Autoregressive GenerationICLR · 2026
- AI-KD: Adversarial learning and Implicit regularization for self-Knowledge DistillationKnowledge-Based Systems · 2024
- ContextMix: A Context-Aware Data Augmentation Method for Industrial Visual Inspection SystemsEngineering Applications of Artificial Intelligence · 2024
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Multimodal Machine Learning Applications
Generative AI Lab
KAIST · School of Computing
Retrieval Heads Meet Vision: Uncovering How VLMs Locate and Extract Visual InformationPreprintarXiv (Cornell University) · Aug 27Computer Vision and Image Processing Lab
Sogang University · Computer Science and Engineering
SNF-Bench: Separating Static Drift from Natural Flow in Long-Horizon Fixed-Camera Video GenerationPreprintarXiv (Cornell University) · Aug 27Probabilistic AI Lab
KAIST · Graduate School of AI
FlowTool: Controlling Tool Parameter in Image Retouching via Flow MatchingPreprintarXiv (Cornell University) · Sep 28
Other labs in this department
- Kim Dongjoon LabRecruiting
Dongjun Kim
Computer architecture, interconnection networks, mobile systems, hardware security
- Kim Moonchul LabRecruiting
Munchurl Kim
Video coding, pattern recognition, visual communications
- Kim Minjun LabRecruiting
Min Jun Kim
Physical robot interaction, collaborative robots, aerial manipulation
- Kim Seongmin LabRecruiting
Song Min Kim
Wireless systems and networks, mobile computing, IoT
- Kim Yonghoon LabRecruiting
Yong-Hoon Kim
Atomic-scale device simulations, high-performance/machine-learning scientific computing
- Kim Hyunsik LabRecruiting
Hyun Sik Kim
Analog integrated circuit design, display electronics, power conversion management ICs