3 citations · 3 across the 3 of their papers we have counts for
5 papers · 1 filter
Out-of-distribution Object Detection through Bayesian Uncertainty Estimation
Tianhao Zhang, Shenglin Wang, Nidhal Bouaynaya +2
The superior performance of object detectors is often established under the condition that the test samples are in the same distribution as the training data. However, in many prac…
Exploring Semantic Relationships for Unpaired Image Captioning
Fenglin Liu, Meng Gao, Tianhao Zhang +1
Recently, image captioning has aroused great interest in both academic and industrial worlds. Most existing systems are built upon large-scale datasets consisting of image-sentence…
Text as Neural Operator: Image Manipulation by Text Instruction
Tianhao Zhang, Hung-Yu Tseng, Lu Jiang +3
In recent years, text-guided image manipulation has gained increasing attention in the multimedia and computer vision community. The input to conditional image generation has evolv…
Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation
Ke Li, Shichong Peng, Tianhao Zhang +1
Many tasks in computer vision and graphics fall within the framework of conditional image synthesis. In recent years, generative adversarial nets (GANs) have delivered impressive a…
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE
Ke Li, Tianhao Zhang, Jitendra Malik
Most existing methods for conditional image synthesis are only able to generate a single plausible image for any given input, or at best a fixed number of plausible images. In this…