Topic: Practical Bayesian Optimization of Machine Learning Algorithms Keywords: Bayesian optimization Hyperparameter Gaussian process Expected improvement Reference: J. Snoek, H. Larochell…
2021.05.06
김주헌
Topic: Evolving domain adaptation Keywords: meta-learning domain adaptaion continual domain shift Reference: Hong Liu, Mingsheng Long∗, Jianmin Wang and Yu Wang, "Learning to Adapt to Evo…
2021-04-08
김현호
Keyword: class imbalance, oversampling, extreme imbalance
이주형
Topic: Sequential Parameter Optimization Keywords: Search heuristic Parameter optimization Evolutionary algorithm Reference: T. Bartz-Beielstein, C. W. G. Lasarczyk and M. Preuss, "Sequenti…
2021.03.25
DICE : DEEP SIGNIFICANCE CLUSTERING FOR OUTCOME-AWARE STRATIFICATION
2021.03.18
한민석
- Fully-convolutional siamese networks for object tracking - Luca Bertinetto & Jack Valmadre - university of oxford - object tracking
2021.03.11
이재민
Transformer, BERT, SBERT
석슬기
Papers review : Is bert really robust natural language attack on text classification and entailment (AAAI 2020 ) BAE: BERT-based Adversarial Examples for Text Classification (EMNLP 2020)
2021.02.24
심아름
Topic: Cross-Sectional and Longitudinal Analyses of SO2 Emissions from Ships Using TROPOMI Keywords: Clustering Emission trend TROPOMI Shipping route Reference: Kim, J 2020, ‘Cross-Section…
Deep Transformation invariant clustering
2021.02.17
Topic - Orthogonal regularization in deep learning area Keyword - Regularization - Weight orthogonality - Decorrleated learning References - Rodríguez, P., Gonzalez, J., Cucurull, G.,…
2021-01-27
구본혁
Paper review : Siamese neural networks for one-shot image recognition, Gregory Koch, ICML 2015 Area : One-shot learning image recognition Convolutional NN Idea : learning feature w…
2021.01.27
sparse bayesian learning and the relevance vector machine
2021.01.20
이두열
1. Intro - Adversarial attacks 2. NIPS 2017 Competition 3. Boosting adversarial attacks with momentum, CVPR, 2018 4. Defense against adversarial attacks using high-level representation guided denoi…
2021.01.13
VQA: Visual Question Answering
2020.12.09
