3 papers
cs.CV2024
CapS-Adapter: Caption-based MultiModal Adapter in Zero-Shot Classification
Qijie Wang, Guandu Liu, Bin Wang
Recent advances in vision-language foundational models, such as CLIP, have demonstrated significant strides in zero-shot classification. However, the extensive parameterization of…
eess.IV2023
Reconstructed Convolution Module Based Look-Up Tables for Efficient Image Super-Resolution
Guandu Liu, Yukang Ding, Mading Li +3
Look-up table(LUT)-based methods have shown the great efficacy in single image super-resolution (SR) task. However, previous methods ignore the essential reason of restricted recep…
cs.CV2023
Low-Confidence Samples Mining for Semi-supervised Object Detection
Guandu Liu, Fangyuan Zhang, Tianxiang Pan +1
Reliable pseudo-labels from unlabeled data play a key role in semi-supervised object detection (SSOD). However, the state-of-the-art SSOD methods all rely on pseudo-labels with hig…