activity
20182023
most citedFD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs

1 citations · 1 across the 4 of their papers we have counts for

collaborators

5 papers

cs.CV2023

P3DC-Shot: Prior-Driven Discrete Data Calibration for Nearest-Neighbor Few-Shot Classification

Shuangmei Wang, Rui Ma, Tieru Wu +1

Nearest-Neighbor (NN) classification has been proven as a simple and effective approach for few-shot learning. The query data can be classified efficiently by finding the nearest s…

cs.CV2022

SATVSR: Scenario Adaptive Transformer for Cross Scenarios Video Super-Resolution

Yongjie Chen, Tieru Wu

Video Super-Resolution (VSR) aims to recover sequences of high-resolution (HR) frames from low-resolution (LR) frames. Previous methods mainly utilize temporally adjacent frames to…

cs.CV2022★ 1 cited

FD-CAM: Improving Faithfulness and Discriminability of Visual Explanation for CNNs

Hui Li, Zihao Li, Rui Ma +1

Class activation map (CAM) has been widely studied for visual explanation of the internal working mechanism of convolutional neural networks. The key of existing CAM-based methods…

cs.MM2021

Towards Harmonized Regional Style Transfer and Manipulation for Facial Images

Cong Wang, Fan Tang, Yong Zhang +2

Regional facial image synthesis conditioned on semantic mask has achieved great success using generative adversarial networks. However, the appearance of different regions may be i…

cs.CV2018

Light Weight Color Image Warping with Inter-Channel Information

Chuangye Zhang, Yan Niu, Tieru Wu +1

Image warping is a necessary step in many multimedia applications such as texture mapping, image-based rendering, panorama stitching, image resizing and optical flow computation et…