Embedded Files
[Paper Review]
Speaker: Jiwon Kim
Topic: See What You Are Told: Visual Attention Sink in Large Multimodal Models
Date : 2026/01/12
Time : 17:00
[Academic Presentation]
Speaker: Jahoon Jung
Topic: PGRF-Net: A Prototype-Guided Relational Fusion Network for Diagnostic Multivariate Time-Series Anomaly Detection
Date : 2026/01/08
Time : 17:30
[Paper Review]
Speaker: Donghwan Kim
Topic: On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions
Date : 2026/01/08
Time : 17:00
[Paper Review]
Speaker: Hoyeon Lee
Topic: Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes
Date : 2025/12/29
Time : 17:30
[Paper Review]
Speaker: Sewon Kim
Topic: Customizing Domain Adapters for Domain Generalization
Date : 2025/12/29
Time : 17:00
[Paper Review]
Speaker: Joonkyo Shim
Topic: Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection
Date : 2025/12/22
Time : 10:30
[Paper Review]
Speaker: Beomgyo Shin
Topic: LLM-based Autonomous Agents
Date : 2025/12/22
Time : 10:00
[Paper Review]
Speaker: Yujun Yang
Topic: Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization
Date : 2025/12/05
Time : 10:20
[Paper Review]
Speaker: Yongmin Kim
Topic: Novel tool wear prediction method based on multimodal information fusion and deep subdomain adaptation
Date : 2025/12/05
Time : 09:50
[Paper Review]
Speaker: Jiwon Kim
Topic: Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens
Date : 2025/11/14
Time : 10:00
[Academic Presentation]
Speaker: Yoohwan Lee, Hansol Jeong
Topic: 단일 2D 이미지에서의 3D 객체 치수 추정 방법론 개발
Date : 2025/11/14
Time : 09:30
[Paper Review]
Speaker: Daeun Moon
Topic: AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP
Date : 2025/10/31
Time : 10:00
[Paper Review]
Speaker: Hyejin Jung
Topic: ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models
Date : 2025/10/31
Time : 09:30
[Academic Presentation]
Speaker: Sewon Kim
Topic: Rated Voltage-Informed Bayesian Reliability Modeling of Multi-Stress Accelerated Life Data
Date : 2025/10/17
Time : 10:00
[Academic Presentation]
Speaker: Yoohwan Lee, Donghwan Kim
Topic: Likelihood Paradox Mitigation using Entropy Manipulation with Normalizing Flow in OOD Detection
Date : 2025/10/17
Time : 09:30
[Paper Review]
Speaker: Seungwoo Shin
Topic: Improving Adversarial Robustness Requires Revisiting Misclassified Examples
Date : 2025/10/10
Time : 09:30
[Paper Review]
Speaker: Yejin Kwon
Topic: SpeakerLM: End-to-End Versatile Speaker Diarization and Recognition with Multimodal Large Language Models
Date : 2025/09/26
Time : 09:30
[Paper Review]
Speaker: Hoyeon Lee
Topic: PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Date : 2025/09/19
Time : 10:00
[Paper Review]
Speaker: Donghwan Kim
Topic: VRA: Variational Rectified Activation for Out-of-distribution Detection
Date : 2025/09/19
Time : 09:30
[Paper Review]
Speaker: Sewon Kim
Topic: Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model
Date : 2025/09/12
Time : 17:00
[Paper Review]
Speaker: Joonkyo Shim
Topic: Anomaly Detection via Reverse Distillation from One-Class Embedding
Date : 2025/08/14
Time : 17:30
[Paper Review]
Speaker: Yujun Yang
Topic: DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization
Date : 2025/08/14
Time : 17:00
[Paper Review]
Speaker: Beomgyo Shin
Topic: SAM-Driven Uncertainty Quantification in Echocardiography
Date : 2025/07/22
Time : 17:30
[Paper Review]
Speaker: Yongmin Kim
Topic: Source-Free Unsupervised Domain Adaptation: Current research and future directions
Date : 2025/07/22
Time : 17:00
[Paper Review]
Speaker: Hansol Jeong
Topic: EAST: An Efficient and Accurate Scene Text Detector
Date : 2025/07/10
Time : 17:30
[Paper Review]
Speaker: Yoohwan Lee
Topic: UniDepth : Universal Monocular Metric Depth Estimation
Date : 2025/07/10
Time : 17:00
[Paper Review]
Speaker: Daeun Moon
Topic: Unsupervised Continual Anomaly Detection with Contrastively-Learned Prompt
Date : 2025/07/03
Time : 17:30
[Paper Review]
Speaker: Hyejin Jeong
Topic: MPMQA: Multimodal Question Answering on Product Manuals
Date : 2025/07/03
Time : 17:00
[Academic Presentation]
Speaker: Hoyeon Lee
Topic: 미지 작업 조건에서의강건한 고장진단을위한도메인 일반화 프레임워크
Date : 2025/06/20
Time : 14:30
[Academic Presentation]
Speaker: Jahoon Jeong
Topic: Graph 기반 Spatio-Temporal Representation Learning과 Saliency-aware Pooling을 활용한 다변량 시계열 분류 방법
Date : 2025/06/20
Time : 14:00
[Academic Presentation]
Speaker: Jiwon Kim
Topic: 대형 비전-언어 모델의 환각 완화를 위한 양방향 대조 최적화
Date : 2025/06/20
Time : 13:30
[Academic Presentation]
Speaker: Youngje Oh
Topic: 다변량 시계열 분류를 위한 대조학습기반의 해석가능성 표현 학습 프레임워크
Date : 2025/06/19
Time : 11:00
[Academic Presentation]
Speaker: Yejin Kwon
Topic: LogicQA: Looks normal? Let’s ask a few questions and catch the logical anomaly.
Date : 2025/06/18
Time : 13:30
[Academic Presentation]
Speaker: Beomgyo Shin
Topic: SAM-Driven Uncertainty Quantification in Echocardiography
Date : 2025/06/18
Time : 13:30
[Academic Presentation]
Speaker: Sewon Kim
Topic: 심초음파 영상에서의 비지도 이상 탐지를 위한 Trajectory-Conditioned Diffusion
Date : 2025/06/18
Time : 13:30
[Academic Presentation]
Speaker: Yongmin Kim
Topic: 실제 산업 환경을위한테스트타임어댑테이션기반 결함 진단 모델
Date : 2025/06/18
Time : 13:00
[Academic Presentation]
Speaker: Gaeun Kim
Topic: EchoCore: A Foundation Model for Echocardiography via Generative Architecture with Spatiotemporal Separable Convolutions
Date : 2025/06/18
Time : 13:00
[Paper Review]
Speaker: Jiwon Kim
Topic: Mitigating Hallucinations in Large Vision-Language Models via DPO: On-Policy Data Hold the Key
Date : 2025/06/09
Time : 10:30
[Paper Review]
Speaker: Yejin Kwon
Topic: VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents
Date : 2025/06/09
Time : 10:00~
[Paper Review]
Speaker: Seungwoo Shin
Topic: Adjustment and Alignment for Unbiased Open Set Domain Adaptation
Date : 2025/06/02
Time : 10:00~
[Paper Review]
Speaker: Jahoon Jeong
Topic: GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality
Date : 2025/05/23
Time : 10:00~
[Paper Review]
Speaker: Hoyeon Lee
Topic: StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis
Date : 2025/05/19
Time : 10:30~
[Paper Review]
Speaker: Donghwan Kim
Topic: 반직관으로부터의 자유: Tabular 이상 탐지에서 정규화 흐 름을 사용한 우도검정
Date : 2025/05/19
Time : 10:00~
[Paper Review]
Speaker: Youngje Oh
Topic: TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning
Date : 2025/05/09
Time : 10:30~
[Paper Review]
Speaker: Sewon Kim
Topic: Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
Date : 2025/05/09
Time : 10:00~
[Paper Review]
Speaker: Gaeun Kim
Topic: ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders
Date : 2025/05/02
Time : 10:30~
[Paper Review]
Speaker: Joonkyo Shim
Topic: Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams
Date : 2025/05/02
Time : 10:00~
[Paper Review]
Speaker: Beomgyo Shin
Topic: ActionFormer: Localizing Moments of Actions with Transformers
Date : 2025/04/25
Time : 10:30~
[Paper Review]
Speaker: Yujun Yang
Topic: Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation
Date : 2025/04/25
Time : 10:00~
[Paper Review]
Speaker: Yongmin Kim
Topic: Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shift
Date : 2025/04/11
Time : 10:30~
[Paper Review]
Speaker: Daeun Moon
Topic: Are Large Language Models Good Statisticians?
Date : 2025/04/11
Time : 10:00~
[Paper Review]
Speaker: Seungwoo Shin
Topic: Robust Test-Time Adaptation in Dynamic Scenarios
Date : 2025/04/04
Time : 10:00~
[Paper Review]
Speaker: Jiwon Kim
Topic: CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs
Date : 2025/04/04
Time : 10:30~
[Paper Review]
Speaker: Jahoon Jeong
Topic: Explainable time series anomaly detection using masked latent generative modeling
Date : 2025/03/28
Time : 10:30~
[Paper Review]
Speaker : Yejin Kwon
Topic: Vision language models are blind
Date : 2025/03/21
Time : 10:00~
[Paper Review]
Speaker: Donghwan Kim
Topic: Understand Likelihood of Normalizing Flow and Image Complexity Through The Lens of Out-of Distribution Detection
Date : 2025/03/21
Time : 10:30~
[Rehearsal]
Speaker: Hoyeon Lee
Topic: 삼성디스플레이 Deep Learning 기반 불량 혐의설비 탐지 모델 개발 최종 보고
Date : 2025/03/21
Time : 10:00~
[Paper Review]
Speaker: Youngje Oh
Topic: Eigen-entropy based time series signatures to support multivariate time series classification
Date : 2025/02/24
Time : 17:30~
[Paper Review]
Speaker: Joonkyo Shim
Topic: A Diffusion-Based Framework for Multi-Class Anomaly Detection
Date : 2025/02/24
Time : 18:00~
[Paper Review]
Speaker: Yujun Yang
Topic: Continual Test-Time Domain Adaptation
Date : 2025/02/17
Time : 17:30~
[Paper Review]
Speaker: Beomgyo Shin
Topic: TransHP: Image Classification with Hierarchical Prompting
Date : 2025/02/10
Time : 17:30~
[Paper Review]
Speaker: Yongmin Kim
Topic: Tent: Fully Test-Time Adaptation by Entropy Minimization
Date : 2025/01/20
Time : 18:00~
[Paper Review]
Speaker: Jiwon Kim
Topic: Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Date : 2025/01/20
Time : 17:30~
[Paper Review]
Speaker: Yejin Kwon
Topic: Chain-of-Thought Reasoning Without Prompting
Date : 2025/01/13
Time : 18:00~
[Paper Review]
Speaker: Jahoon Jeong
Topic: Comprehensive Overview of Time Seires Classification
Date : 2025/01/13
Time : 17:30~
[Paper Review]
Speaker: Donghwan Kim
Topic: Estimating The Intrinsic Dimension of Datasets by a Minimal Neighborhood Information
Date : 2025/01/06
Time : 18:00~
[Paper Review]
Speaker: Hoyeon Lee
Topic: Sharpness-Aware Gradient Matching for Domain Generalization
Date : 2025/01/06
Time : 17:30~
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