Chanh D. Tr. Nguyen — accepted AI-conference papers

2023

Logovit: Local-Global Vision Transformer for Object Re-Identification

Nguyen Phan, Ta Duc Huy, Soan Thi Minh Duong, Nguyen Hoang Tran, Sam Tran, Dao Huu Hung +3

ICASSP 2023accepted

Object re-identification (ReID) is prone to errors under variations in scale, illumination, complex background, and object occlusion scenarios. To overcome these challenges, attention mechanisms are employed to focus on the object's characteristics, thereby extracting better discriminative features.…

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2023

Revisiting Reverse Distillation for Anomaly Detection

Tran Dinh Tien, Anh Tuan Nguyen, Nguyen Hoang Tran, Ta Duc Huy, Soan T.M. Duong, Chanh D. Tr. Nguyen +1

CVPR 2023poster

Anomaly detection is an important application in large-scale industrial manufacturing. Recent methods for this task have demonstrated excellent accuracy but come with a latency trade-off. Memory based approaches with dominant performances like PatchCore or Coupled-hypersphere-based Feature Adaptatio…

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