Seminars@UTS

No Date Title/Topic Speaker
1 27 Jan 2018 Human Parsing [slide] Yawei Luo
2 27 Jan 2018 Learning to Compare: Relation Network for Few-Shot Learning [slide] Yifan Sun
3 3 Feb 2018 Progressive Growing of GANS for Improved Quality, Stability, and Variation [slide] Zhedong Zheng
4 3 Feb 2018 Network Dissection [slide] Xiaolin Zhang
5 10 Feb 2018 Breaking the Softmax Bottleneck:a High-Rank RNN Language Model [pdf] Xuanyi Dong
6 10 Feb 2018 Clockwork Convnets for Video Semantic Segmentation [slide] Guang Li
7 17 Feb 2018 Self-ensembling for Visual Domain Adpation [slide] Zhun Zhong
8 17 Feb 2018 Multi-scale Dense Networks [slide] Qingji Guan
9 24 Feb 2018 Optimizer [slide] Yu Wu
10 24 Feb 2018 Semantic Segmentation with Limited Annotation [slide] Zhedong Zheng
11 3 Mar 2018 Good Semi-supervised Learning that Requires a Bad GAN [slide] Weijian Deng
12 24 Mar 2018 Mix-and-Match Tuning for Self-Supervised Semantic Segmentation [slide] Yawei Luo
13 24 Mar 2018 Matching networks for one shot learning & Group Normalization [slide1] [slide2] Fengda Zhu
14 31 Mar 2018 Adversarial Samples [slide] Zhedong Zheng
15 7 Apr 2018 Visual Caption [slide] Guang Li
16 7 Apr 2018 Be your own prada [slide] Guangrui Li
17 14 Apr 2018 Visualize CNN [slide] Yuhang Ding
18 14 Apr 2018 Spectralnet and Ncut Loss [slide] Kun Zhan
19 29 Apr 2018 Nonlocal Neural Network [slide] Fan Ma
20 29 Apr 2018 Hashing Code [slide] Jiaxu Miao
21 6 May 2018 Boosting Domain Adaption [paper] Zhun Zhong
22 6 May 2018 Model Ensemble [paper1] [paper2] [paper3] Xuanyi Dong
23 27 May 2018 Autoencoding beyond pixels using a learned similarity metric [paper] Guang Li
24 27 May 2018 Continuous Adapation via Meta Learning [slide] Jiaxu Miao
25 3 June 2018 Rethinking the Faster R-CNN Architecture for Temporal Action Localization && Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset [paper1] [paper2] Fan Ma
26 3 June 2018 Learning to Count Objects in Natural Images for Visual Question Answering [paper] Fengda Zhu
27 10 June 2018 Self-Attention Generative Adversarial Networks [paper] Guangrui Li
28 10 June 2018 Unbiased look at dataset bias [paper] Yuhang Ding
29 17 June 2018 Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation [slide] Yawei Luo
30 17 June 2018 Video as Spatial-temporal Graphs [slide] Qingji Guan
31 24 June 2018 Boosting Independent Embeddings Robustly [slide] Yifan Sun
32 1 July 2018 Semi-supervised Classification with Graph Convolutional Networks [slide] Yuhang Ding
33 1 July 2018 Ensemble Adversarial Training: Attacks and Defenses [pdf] Zhedong Zheng
34 8 July 2018 Dense Pose [slide] Guangrui Li
35 8 July 2018 Shake-Shake & Shake-Drop [slide] Ruijie Quan
36 15 July 2018 DARTS: Differentiable Architecture Search [paper] Xuanyi Dong
37 15 July 2018 Pancreas Segmentation [slide] Kun Zhan
38 22 July 2018 An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution [paper] Fan Ma
39 22 July 2018 Unsupervised Image-to-Image Translation [slide] Weijian Deng
40 5 Aug 2018 Stacked WHAT-where auto-encoders [slide] Ruijie Quan
41 5 Aug 2018 Comparator Networks [slide] Qinji Guan
42 12 Aug 2018 Diverse Image-to-Image Translation via Disentangled Representations [paper] Zhun Zhong
43 12 Aug 2018 Glow: Generative Flow with Invertible 1x1 Convolutions [paper] Yuhang Ding
44 19 Aug 2018 Controllabel Image to Video [slide] Jiaxu Miao
45 19 Aug 2018 NICE: Non-linear Independent Components Estimation [paper] Guangrui Li
46 26 Aug 2018 Breaking the Softmax Bottleneck: A High-Rank RNN Language Model [paper] Guang Li
47 26 Aug 2018 Asynchronous Methods for Deep Reinforcement Learning [paper] Fengda Zhu
48 9 Sept 2018 Smoothing Constriants [slide] Yifan Sun
49 9 Sept 2018 Video Dense Caption [slide] Qianyu Feng
50 23 Sept 2018 Label Refinery: Improving ImageNet Classification through Label Progression [paper] Zhedong Zheng
51 23 Sept 2018 Progressive Neural Architecture Search [paper] Xuanyi Dong
52 29 Sept 2018 Modeling Visual Context is Key to Augmenting Object Detection Datasets [paper] Yawei Luo
53 29 Sept 2018 Linear Spectral Clustering Superpixel [paper] Kun Zhan