325 citations · 2k across the 89 of their papers we have counts for
9 papers · 1 filter
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping
Li Niu, Jianfei Cai, Ashok Veeraraghavan
Zero-Shot Learning (ZSL) aims to classify a test instance from an unseen category based on the training instances from seen categories, in which the gap between seen categories and…
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models
Jiuxiang Gu, Jianfei Cai, Shafiq Joty +2
Textual-visual cross-modal retrieval has been a hot research topic in both computer vision and natural language processing communities. Learning appropriate representations for mul…
Zero-Annotation Object Detection with Web Knowledge Transfer
Qingyi Tao, Hao Yang, Jianfei Cai
Object detection is one of the major problems in computer vision, and has been extensively studied. Most of the existing detection works rely on labor-intensive supervision, such a…
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning
Jiuxiang Gu, Jianfei Cai, Gang Wang +1
The existing image captioning approaches typically train a one-stage sentence decoder, which is difficult to generate rich fine-grained descriptions. On the other hand, multi-stage…
CNN-based Real-time Dense Face Reconstruction with Inverse-rendered Photo-realistic Face Images
Yudong Guo, Juyong Zhang, Jianfei Cai +2
With the powerfulness of convolution neural networks (CNN), CNN based face reconstruction has recently shown promising performance in reconstructing detailed face shape from 2D fac…
Exploiting Web Images for Weakly Supervised Object Detection
Qingyi Tao, Hao Yang, Jianfei Cai
In recent years, the performance of object detection has advanced significantly with the evolving deep convolutional neural networks. However, the state-of-the-art object detection…