619 citations · 3.7k across the 114 of their papers we have counts for
28 papers · 1 filter
Hybrid Knowledge Routed Modules for Large-scale Object Detection
Chenhan Jiang, Hang Xu, Xiangdan Liang +1
The dominant object detection approaches treat the recognition of each region separately and overlook crucial semantic correlations between objects in one scene. This paradigm lead…
AutoLoss: Learning Discrete Schedules for Alternate Optimization
Haowen Xu, Hao Zhang, Zhiting Hu +3
Many machine learning problems involve iteratively and alternately optimizing different task objectives with respect to different sets of parameters. Appropriately scheduling the o…
Soft-Gated Warping-GAN for Pose-Guided Person Image Synthesis
Haoye Dong, Xiaodan Liang, Ke Gong +3
Despite remarkable advances in image synthesis research, existing works often fail in manipulating images under the context of large geometric transformations. Synthesizing person…
Interpretable Visual Question Answering by Reasoning on Dependency Trees
Qingxing Cao, Bailin Li, Xiaodan Liang +1
Collaborative reasoning for understanding image-question pairs is a very critical but underexplored topic in interpretable visual question answering systems. Although very recent s…
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation
Zhiting Hu, Haoran Shi, Bowen Tan +12
We introduce Texar, an open-source toolkit aiming to support the broad set of text generation tasks that transform any inputs into natural language, such as machine translation, su…
Adaptive Temporal Encoding Network for Video Instance-level Human Parsing
Qixian Zhou, Xiaodan Liang, Ke Gong +1
Beyond the existing single-person and multiple-person human parsing tasks in static images, this paper makes the first attempt to investigate a more realistic video instance-level…