137 citations · 281 across the 13 of their papers we have counts for
5 papers · 1 filter
Predicting Visual Features from Text for Image and Video Caption Retrieval
Jianfeng Dong, Xirong Li, Cees G. M. Snoek
This paper strives to find amidst a set of sentences the one best describing the content of a given image or video. Different from existing works, which rely on a joint subspace fo…
Cross-Media Similarity Evaluation for Web Image Retrieval in the Wild
Jianfeng Dong, Xirong Li, Duanqing Xu
In order to retrieve unlabeled images by textual queries, cross-media similarity computation is a key ingredient. Although novel methods are continuously introduced, little has bee…
Fluency-Guided Cross-Lingual Image Captioning
Weiyu Lan, Xirong Li, Jianfeng Dong
Image captioning has so far been explored mostly in English, as most available datasets are in this language. However, the application of image captioning should not be restricted…
Detecting Adversarial Image Examples in Deep Networks with Adaptive Noise Reduction
Bin Liang, Hongcheng Li, Miaoqiang Su +3
Recently, many studies have demonstrated deep neural network (DNN) classifiers can be fooled by the adversarial example, which is crafted via introducing some perturbations into an…
Deep Text Classification Can be Fooled
Bin Liang, Hongcheng Li, Miaoqiang Su +3
In this paper, we present an effective method to craft text adversarial samples, revealing one important yet underestimated fact that DNN-based text classifiers are also prone to a…