263 citations · 375 across the 4 of their papers we have counts for
5 papers
Convolutional Image Captioning
Jyoti Aneja, Aditya Deshpande, Alexander Schwing
Image captioning is an important but challenging task, applicable to virtual assistants, editing tools, image indexing, and support of the disabled. Its challenges are due to the v…
Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space
Liwei Wang, Alexander G. Schwing, Svetlana Lazebnik
This paper explores image caption generation using conditional variational auto-encoders (CVAEs). Standard CVAEs with a fixed Gaussian prior yield descriptions with too little vari…
High-Order Attention Models for Visual Question Answering
Idan Schwartz, Alexander G. Schwing, Tamir Hazan
The quest for algorithms that enable cognitive abilities is an important part of machine learning. A common trait in many recently investigated cognitive-like tasks is that they ta…
Dualing GANs
Yujia Li, Alexander Schwing, Kuan-Chieh Wang +1
Generative adversarial nets (GANs) are a promising technique for modeling a distribution from samples. It is however well known that GAN training suffers from instability due to th…
Fully Connected Deep Structured Networks
Alexander G. Schwing, Raquel Urtasun
Convolutional neural networks with many layers have recently been shown to achieve excellent results on many high-level tasks such as image classification, object detection and mor…