Shin, Seungjae

13 publications

ICMLW 2024 DPO-Finetuned Large Multi-Modal Planner with Retrieval-Augmented Generation @ EgoPlan Challenge ICML 2024 Kwanghyeon Lee, Mina Kang, Hyungho Na, HeeSun Bae, Byeonghu Na, Doyun Kwon, Seungjae Shin, Yeongmin Kim, Kim Taewoo, Seungmin Yun, Il-chul Moon

ICLR 2024 Dirichlet-Based Per-Sample Weighting by Transition Matrix for Noisy Label Learning HeeSun Bae, Seungjae Shin, Byeonghu Na, Il-chul Moon

AAAI 2024 Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior Youngjae Cho, HeeSun Bae, Seungjae Shin, Yeo Dong Youn, Weonyoung Joo, Il-Chul Moon

ICLR 2024 Unknown Domain Inconsistency Minimization for Domain Generalization Seungjae Shin, HeeSun Bae, Byeonghu Na, Yoon-Yeong Kim, Il-chul Moon

NeurIPS 2023 Frequency Domain-Based Dataset Distillation Donghyeok Shin, Seungjae Shin, Il-chul Moon

AISTATS 2023 Loss-Curvature Matching for Dataset Selection and Condensation Seungjae Shin, Heesun Bae, Donghyeok Shin, Weonyoung Joo, Il-Chul Moon

ICML 2022 From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model Heesun Bae, Seungjae Shin, Byeonghu Na, Joonho Jang, Kyungwoo Song, Il-Chul Moon

ICMLW 2022 Improving Group-Based Robustness and Calibration via Ordered Risk and Confidence Regularization Seungjae Shin, Byeonghu Na, HeeSun Bae, JoonHo Jang, Hyemi Kim, Kyungwoo Song, Youngjae Cho, Il-chul Moon

ICML 2022 Soft Truncation: A Universal Training Technique of Score-Based Diffusion Model for High Precision Score Estimation Dongjun Kim, Seungjae Shin, Kyungwoo Song, Wanmo Kang, Il-Chul Moon

NeurIPS 2021 ABC: Auxiliary Balanced Classifier for Class-Imbalanced Semi-Supervised Learning Hyuck Lee, Seungjae Shin, Heeyoung Kim

AAAI 2021 Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder Hyemi Kim, Seungjae Shin, JoonHo Jang, Kyungwoo Song, Weonyoung Joo, Wanmo Kang, Il-Chul Moon

CVPR 2021 Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation Mingi Ji, Seungjae Shin, Seunghyun Hwang, Gibeom Park, Il-Chul Moon

AAAI 2020 Bivariate Beta-LSTM Kyungwoo Song, JoonHo Jang, Seungjae Shin, Il-Chul Moon