Neurocomputing

A 4D transformer with spatiotemporal attentions for universal diagnosis of brain disorders

H.-J. Moon, S.-B. Cho

Dual Path Semantic Segmentation with Locality Guidance Tokens

Jaeik Kim*, Yoonjae Baek, Aecheon Jung, Hongyeob Kim, Soyun Choi, Youngeun Kim, Jaeyoung Do, Sungeun Hong^

Federated Offline Reinforcement Learning with Heterogeneous Client Capacities via Progressive Distillation

Seungchan Yu, Kyungjae Lee, Jungchan Cho, and Jungwoo Lee

Image-text driven style randomization for domain generalized semantic segmentation

Junho Lee, Jisu Yoon, Jisong Kim, and Jun Won Choi

Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust Solutions

Jaehyuk Heo, Pilsung Kang*

Revisiting data imbalance in token-based self-supervised learning

Daeyoung Han, Hyung Rok Jung, Tianhong Li, Dina Katabi, Jeany Son, Hong kook Kim, Moongu Jeon

TabLlama: Hierarchical Transformer for Predicting Ballistic Vehicle Arrival Scenario in Complex Temporal Tabular Data

Jeyoon Yeom, Joonseong Kang, Seonggyun Lee, Minhoi Park, HyoekJin Choi, Kyungwoo Song

Adaptive multi-model fusion learning for sparse-reward reinforcement learning

Giseung Park, Whiyoung Jung, Seungyul Han, Sungho Choi and Youngchul Sung*

Deep-DFVAR: Dynamic Factor Vector Autoregression with Deep Learning for Regional House Price Index Forecasting

Jisu Yeo, Artyom Stitsyuk, Jaesik Choi

HeLPNet: Facial Structure-aware Landmark Coordinate Regression with Heatmap-guided Local Patch Embedding

Jeongmin Yu, Jongseong Bae, Ha Young Kim

Learning deep generative models based on binomial log-likelihood

Hwichang Jeong, Insung Kong, Yongdai Kim

RobustMixGen: Data Augmentation for Enhancing Robustness of Visual-Language Models in the Presence of Distribution Shift

Sunwoo Kim+, Hun Im+, Woojun Lee, Seonggye Lee, Pilsung Kang*

Unified Contrastive Fusion Transformer for Multimodal Human Action Recognition

Kyoung Ok Yang, Junho Koh, and Jun Won Choi

Generalized Outlier Exposure: Towards a Trustworthy Out-of-Distribution Detector without Sacrificing Accuracy

Jiin Koo, Sungjoon Choi, Sangheum Hwang

JARViS: Detecting Actions in Video Using Unified Actor-Scene Context Relation Modeling

Seok Hwan Lee, Taein Son, Soo Won Seo, Jisong Kim, and Jun Won Choi

A graph convolution network with subgraph embedding for mutagenic prediction in aromatic hydrocarbons

H.-J. Moon, S.-J. Bu, S.-B. Cho

AID-purifier: A light auxiliary network for boosting adversarial defense Author links open overlay panel

Duhun Hwang, Eunjung Lee, Wonjong Rhee

Dissimilate-and-assimilate strategy for video anomaly detection and localization

W. Hyun, W.-J. Nam, and S.-W. Lee

GradFuzz: Fuzzing Deep Neural Networks with Gradient Vector Coverage for Adversarial Examples

Leo Hyun Park, Soochang Chung, Jaeuk Kim, Taekyoung Kwon

Malware classification with disentangled representation learning of evolutionary triplet network

S.-J. Bu, S.-B. Cho

Weakly Supervised Thoracic Disease Localization via Disease Masks

H.-G. Jung, W.-J. Nam, H.-W. Kim, and S.-W. Lee