Topic: Object pose estimation Keywords: Two dimensional displays Pose estimation Real-time Multiple person Part affinity fields Reference: Cao et al., “OpenPose: Realtime Multi-Person 2D …
2023.11.30
김주헌
Topic: MAML: Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Keywords: meta learning MAML few shot learning Reference: Chelsea Finn, Pieter Abbeel, Sergey Levine. " Model-…
최승준
Topic: TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks keywords: Anomaly detection Generative adversarial network Time series data Reference: A. Geiger, D. Liu, …
2023.11.16
이형권
Keywords: Probabilistic prediction, Gradient boosting Reference: Duan, Tony, et al. "Ngboost: Natural gradient boosting for probabilistic prediction." International conference on machine l…
2023.11.09
김현호
Topic: BART: Bayesian Additive Regression Trees Keywords: Bayesian backfitting MCMC Sum-of-trees model Reference: Hugh A. Chipman, Edward I. George, Robert E. McCulloch "BART: Bayesian addi…
구본영
Topic: Weight Uncertainty in Neural Networks Keywords: model uncertainty bayesian neural network bayesian inference Reference: Charles Blundell, Julien Cornebise, Koray Kavukcuoglu, Daan Wi…
2023.10.26
Topic: Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts keywords: Test-time adaptation with Domain generalization Meta-learning Knowledge distillation Mixture…
2023.10.12
김태욱
Topic: Domain Adapation for regression Keywords: Covariate Shift [EXPERIMENT1] Distribution matching on source space for Regression [EXPERIMENT2] Distribution matching on latent space for Reg…
2023.09.07
변유정
Topic: Correlation Alignment for Domain Adaptation Keywords: Domain adaptation Transfer Learning Correlation Alignment Reference: Baochen Sun, Jiashi Feng, Kate Saenko."Return of Frustratin…
Topic: Conditional neural process Keywords: Gaussian process Neural network Meta learning Reference: [Article] Marte Garnelo et al., Conditional Neural Processes, Proceedings of the 35th I…
2023.08.23
Topic: Embedded local feature selection within mixture of experts keywords: Mixture of Experts Feature selection Regularization
2023.08.11
김철규
Topic: Incorporating Prior Function Belief into Neural Networks through Dropout and Negative Correlation Learning keywords: Dropout Bayesian Approximation Gaussian Process Model Uncertainty N…
2023.08.09
[Paper 1] Multi-domain adaptation for regression under conditional distribution shift [EXPERIMENT] Distribution matching for Regression
김찬호
Topic: Review on articles related to t-SNE keywords: Embedding Dimension Reduction Normal distribution Stochastic Neighbor Embedding(SNE) t-distribution
2023.08.02
백경인
Topic: Physics informed kriging Keywords: Physics information Gaussian process regression Active learning Error bound Reference: X. Yang et al., “Physics information aided kriging using st…
2023.07.26
