Papers
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning
Mitchell Wortsman, Kiana Ehsani, Mohammad Rastegari et al.
Tactical Rewind: Self-Correction via Backtracking in Vision-And-Language Navigation
Liyiming Ke, Xiujun Li, Yonatan Bisk et al.
The Regretful Agent: Heuristic-Aided Navigation Through Progress Estimation
Chih-Yao Ma, Zuxuan Wu, Ghassan AlRegib et al.
From Recognition to Cognition: Visual Commonsense Reasoning
Rowan Zellers, Yonatan Bisk, Ali Farhadi et al.
Text2Scene: Generating Compositional Scenes From Textual Descriptions
Fuwen Tan, Song Feng, Vicente Ordonez
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering
Drew A. Hudson, Christopher D. Manning
Two Body Problem: Collaborative Visual Task Completion
Unnat Jain, Luca Weihs, Eric Kolve et al.
Recursive Visual Attention in Visual Dialog
Yulei Niu, Hanwang Zhang, Manli Zhang et al.
Reasoning Visual Dialogs With Structural and Partial Observations
Zilong Zheng, Wenguan Wang, Siyuan Qi et al.
Embodied Question Answering in Photorealistic Environments With Point Cloud Perception
Erik Wijmans, Samyak Datta, Oleksandr Maksymets et al.
Cycle-Consistency for Robust Visual Question Answering
Meet Shah, Xinlei Chen, Marcus Rohrbach et al.
Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering
Peng Gao, Zhengkai Jiang, Haoxuan You et al.
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation
Xin Wang, Qiuyuan Huang, Asli Celikyilmaz et al.
Learning to Compose Dynamic Tree Structures for Visual Contexts
Kaihua Tang, Hanwang Zhang, Baoyuan Wu et al.
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations
Hao Wu, Jiayuan Mao, Yufeng Zhang et al.
Adversarial Inference for Multi-Sentence Video Description
Jae Sung Park, Marcus Rohrbach, Trevor Darrell et al.
Streamlined Dense Video Captioning
Jonghwan Mun, Linjie Yang, Zhou Ren et al.
Grounded Video Description
Luowei Zhou, Yannis Kalantidis, Xinlei Chen et al.
AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs
Massimiliano Mancini, Samuel Rota Bulo, Barbara Caputo et al.
Few-Shot Learning With Localization in Realistic Settings
Davis Wertheimer, Bharath Hariharan
LaSO: Label-Set Operations Networks for Multi-Label Few-Shot Learning
Amit Alfassy, Leonid Karlinsky, Amit Aides et al.
Aggregation Cross-Entropy for Sequence Recognition
Zecheng Xie, Yaoxiong Huang, Yuanzhi Zhu et al.
Barrage of Random Transforms for Adversarially Robust Defense
Edward Raff, Jared Sylvester, Steven Forsyth et al.
Curls & Whey: Boosting Black-Box Adversarial Attacks
Yucheng Shi, Siyu Wang, Yahong Han
Sampling Techniques for Large-Scale Object Detection From Sparsely Annotated Objects
Yusuke Niitani, Takuya Akiba, Tommi Kerola et al.