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Bookmark or Share- Dong Gong - GitHub PagesResearch projects before 2022. To be updated.. Continual Learning with Sparse Neural Networks. Memory-augmented Deep Autoencoder (MemAE) for Unsupervised Anomaly Detection. Memory-augmented Dynamic Neural Relational Inference. Multi-frame Depth Estimation in Dynamic Scenes.
- Dong Gong - GitHub PagesDong Gong. We are a group of researchers working on perception and reconstruction of the world. We mainly do research in Computer Vision, Machine Learning, and Deep Learning and are open to interesting interdisciplinary research. Dong Gong (Faculty) Saurav Jha (PhD; UNSW), Term1 2022 -. Haodong Lu (PhD; UNSW), Term3 2022 -.
- Dong Gong - GitHub PagesDong Gong. I am continually looking for highly-motivated PhD, MPhil, visiting students, and Research Assistants with a strong research background and passion for working on computer vision and machine learning.
- Dong Gong - GitHub PagesAbstract. Deep autoencoder has been extensively used for anomaly detection. Training on the normal data, the autoencoder is expected to produce higher reconstruction error for the abnormal inputs than the normal ones, which is adopted as a criterion for identifying anomalies.
- Dong Gong - GitHub PagesRevealing Multimodal Contrastive Representation Learning through Latent Partial Causal Models. Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi. In arXiv preprint, arXiv:2402.06223, 2024.
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