‍김성범[ 교수 / 산업경영공학부 ]

[Open DMQA Seminar] DINOv2, DINOv3: Self-supervised Vision Foundation Model

[Open DMQA Seminar] Sight Range Dilemma in Multi Agent Reinforcement Learning

[Open DMQA Seminar] Industrial Image Anomaly Detection

[DMQA Open Seminar] Autoregressive Models in Vision (From Next-Token to Next-Scale Prediction)

[Open DMQA Seminar] Multimodal Representation Alignment Using Disentangled Learning

[Open DMQA] Model agnostic Methods for Alleviating Distribution Shift in Time Series Forecasting

[Open DMQA Seminar] Beyond DivideMix Advances in Label Noise Learning with Semi Supervised Learning

[Open DMQA Seminar] Test Time Prompt Tuning in Vision Language Models

[Open DMQA Seminar] Curriculum Learning and its Applications

[Open DMQA Seminar] Zero Shot Out of Distribution Detection in Vision Language Models

[Open DMQA Seminar] Transformer-Based Bayesian Inference for Tabular Data

[Open DMQA Seminar] Tabular Data Generation

[Open DMQA Seminar] Industrial Image Anomaly Detection

[Open DMQA Seminar] Plasticity in Deep Reinforcement Learning

[Open DMQA Seminar] Vision Language Models

[Open DMQA Seminar] Beyond Channel Independence (Time Series Analysis)

[Open DMQA Seminar] Introduction to Test time Adaptation

[Open DMQA Seminar] Out-of-Distribution Generalization Subpopulation: Shifts and Approaches

[Open DMQA Seminar] Lightweight Segment Anything

[Open DMQA Seminar] RLHF Preference based Reinforcement Learning-Part 3

[Open DMQA Seminar] Federated Learning

[Open DMQA Seminar] Flow Matching and Diffusion Models

[Open DMQA Seminar] Multi-periodicity and Multi-scale Approaches for Time Series Analysis

[Open DMQA Seminar] Introduction to Robot Learning

[Open DMQA Seminar] Test Time Adaptation

[Open DMQA Seminar] Contrastive Learning for Retriever Models

[Open DMQA Seminar] In-context Learning of LLMs

[핵심 머신러닝] Gauss-Markov Theorem

[핵심 머신러닝] Multiclass Logistic Regression Models (멀티클래스 로지스틱)-Softmax Function

[핵심 머신러닝] Transformer