Papers
ESIR: End-To-End Scene Text Recognition via Iterative Image Rectification
Fangneng Zhan, Shijian Lu
Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition
Zizhao Zhang, Adriana Romero, Matthew J. Muckley et al.
Factor Graph Attention
Idan Schwartz, Seunghak Yu, Tamir Hazan et al.
Learning Words by Drawing Images
Didac Suris, Adria Recasens, David Bau et al.
Learning to Detect Human-Object Interactions With Knowledge
Bingjie Xu, Yongkang Wong, Junnan Li et al.
Information Maximizing Visual Question Generation
Ranjay Krishna, Michael Bernstein, Li Fei-Fei
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering
Chenyou Fan, Xiaofan Zhang, Shu Zhang et al.
MUREL: Multimodal Relational Reasoning for Visual Question Answering
Remi Cadene, Hedi Ben-younes, Matthieu Cord et al.
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval
Yale Song, Mohammad Soleymani
Scene Graph Generation With External Knowledge and Image Reconstruction
Jiuxiang Gu, Handong Zhao, Zhe Lin et al.
Neighbourhood Watch: Referring Expression Comprehension via Language-Guided Graph Attention Networks
Peng Wang, Qi Wu, Jiewei Cao et al.
Improving Referring Expression Grounding With Cross-Modal Attention-Guided Erasing
Xihui Liu, Zihao Wang, Jing Shao et al.
Actively Seeking and Learning From Live Data
Damien Teney, Anton van den Hengel
It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning
Monica Haurilet, Alina Roitberg, Rainer Stiefelhagen
Revisiting Self-Supervised Visual Representation Learning
Alexander Kolesnikov, Xiaohua Zhai, Lucas Beyer
Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning
Chen Wei, Lingxi Xie, Xutong Ren et al.
All About Structure: Adapting Structural Information Across Domains for Boosting Semantic Segmentation
Wei-Lun Chang, Hui-Po Wang, Wen-Hsiao Peng et al.
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence
Hsueh-Ying Lai, Yi-Hsuan Tsai, Wei-Chen Chiu
Self-Supervised Learning via Conditional Motion Propagation
Xiaohang Zhan, Xingang Pan, Ziwei Liu et al.
End-To-End Multi-Task Learning With Attention
Shikun Liu, Edward Johns, Andrew J. Davison
Deep Metric Learning to Rank
Fatih Cakir, Kun He, Xide Xia et al.
Attentive Single-Tasking of Multiple Tasks
Kevis-Kokitsi Maninis, Ilija Radosavovic, Iasonas Kokkinos
Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach
Yuhua Chen, Wen Li, Xiaoran Chen et al.
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning
Xin Wang, Fisher Yu, Ruth Wang et al.
Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization
Dongze Lian, Jing Li, Jia Zheng et al.