119 citations · 408 across the 51 of their papers we have counts for
8 papers · 1 filter
Sem-GAN: Semantically-Consistent Image-to-Image Translation
Anoop Cherian, Alan Sullivan
Unpaired image-to-image translation is the problem of mapping an image in the source domain to one in the target domain, without requiring corresponding image pairs. To ensure the…
Contrastive Video Representation Learning via Adversarial Perturbations
Jue Wang, Anoop Cherian
Adversarial perturbations are noise-like patterns that can subtly change the data, while failing an otherwise accurate classifier. In this paper, we propose to use such perturbatio…
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features
Chiori Hori, Huda Alamri, Jue Wang +10
Dialog systems need to understand dynamic visual scenes in order to have conversations with users about the objects and events around them. Scene-aware dialog systems for real-worl…
Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7
Huda Alamri, Vincent Cartillier, Raphael Gontijo Lopes +8
Scene-aware dialog systems will be able to have conversations with users about the objects and events around them. Progress on such systems can be made by integrating state-of-the-…
Video Representation Learning Using Discriminative Pooling
Jue Wang, Anoop Cherian, Fatih Porikli +1
Popular deep models for action recognition in videos generate independent predictions for short clips, which are then pooled heuristically to assign an action label to the full vid…
Non-Linear Temporal Subspace Representations for Activity Recognition
Anoop Cherian, Suvrit Sra, Stephen Gould +1
Representations that can compactly and effectively capture the temporal evolution of semantic content are important to computer vision and machine learning algorithms that operate…