4 papers
NPUsper: Eliminating Redundant Computation for Real-Time Whisper on Mobile NPUs
Sihyeon Lee, Hojeong Lee, Sungwon Woo +3
We present NPUsper, a live transcription system that makes Whisper efficient on mobile NPUs by eliminating redundant computation. To avoid the heavy padding used by prior streaming…
Does Prior Data Matter? Exploring Joint Training in the Context of Few-Shot Class-Incremental Learning
Shiwon Kim, Dongjun Hwang, Sungwon Woo +1
Class-incremental learning (CIL) aims to adapt to continuously emerging new classes while preserving knowledge of previously learned ones. Few-shot class-incremental learning (FSCI…
Invisible Watermarks: Attacks and Robustness
Dongjun Hwang, Sungwon Woo, Tom Gao +2
As Generative AI continues to become more accessible, the case for robust detection of generated images in order to combat misinformation is stronger than ever. Invisible watermark…
Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection
Juntae Kim, Sungwon Woo, Jongho Nang
Image copy detection is the task of detecting edited copies of any image within a reference database. While previous approaches have shown remarkable progress, the large size of th…