1 code implementation • 10 Jan 2024 • Yucheng Han, Na Zhao, Weiling Chen, Keng Teck Ma, Hanwang Zhang
Our DPKE enriches the knowledge of limited training data, particularly unlabeled data, from two perspectives: data-perspective and feature-perspective.
1 code implementation • ICCV 2023 • Ze Yang, Ruibo Li, Evan Ling, Chi Zhang, Yiming Wang, Dezhao Huang, Keng Teck Ma, Minhoe Hur, Guosheng Lin
To address this issue, we propose a new label-guided knowledge distillation (LGKD) loss, where the old model output is expanded and transplanted (with the guidance of the ground truth label) to form a semantically appropriate class correspondence with the new model output.
Ranked #1 on Continual Semantic Segmentation on ScanNet
no code implementations • CVPR 2019 • Arushi Goel, Keng Teck Ma, Cheston Tan
Inferring the social context in a given visual scene not only involves recognizing objects, but also demands a more in-depth understanding of the relationships and attributes of the people involved.
1 code implementation • 31 Jul 2018 • Mengmi Zhang, Keng Teck Ma, Shih-Cheng Yen, Joo Hwee Lim, Qi Zhao, Jiashi Feng
Egocentric spatial memory (ESM) defines a memory system with encoding, storing, recognizing and recalling the spatial information about the environment from an egocentric perspective.
no code implementations • ICLR 2018 • Mengmi Zhang, Keng Teck Ma, Joo Hwee Lim, Shih-Cheng Yen, Qi Zhao, Jiashi Feng
During the exploration, our proposed ESM network model updates belief of the global map based on local observations using a recurrent neural network.
1 code implementation • CVPR 2017 • Mengmi Zhang, Keng Teck Ma, Joo Hwee Lim, Qi Zhao, Jiashi Feng
Through competition with discriminator, the generator progressively improves quality of the future frames and thus anticipates future gaze better.