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
- Oct 2018 Happy CVPR! -
54 25 Nov 2018 Variational discriminator bottleneck [slide] Yawei Luo
55 25 Nov 2018 Group normalization & Rethinking imagenet pre-training [slide] Ruijie Quan
56 2 Dec 2018 How Does Batch Normalization Help Optimization? [paper] Fan Ma
57 2 Dec 2018 A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation [paper] Zhun Zhong
58 9 Dec 2018 Co-teaching: Robust training of deep neural networks with extremely noisy labels [paper] Kun Zhan
59 9 Dec 2018 Meta-Reinforcement Learning of Structured Exploration Strategies [paper] Fengda Zhu
60 16 Dec 2018 Video-to-Video Synthesis [paper] [slide] Weijian Deng
61 23 Dec 2018 Image Inpainting for Irregular Holes Using Partial Convolutions [paper] Jiaxu Miao
62 23 Dec 2018 Learning deep representations by mutual information estimation and maximization [paper] Qianyu Feng
63 13 Jan 2019 A Style-Based Generator Architecture for Generative Adversarial Networks [slide] Zhedong Zheng
64 13 Jan 2019 Graph-Based Global Reasoning Networks [slide] Guangrui Li
65 20 Jan 2019 Unsupervised Learning of Object Landmarks through Conditional Image Generation [slide] Bingwen Hu
66 20 Jan 2019 Learning to adapt structured output space for semantic [slide] Aming Wu
- Jan 2019 Happy CVPR Rebuttal! -
67 10 Feb 2019 Long-Term Feature Banks for Detailed Video Understanding [paper] Fan Ma
68 10 Feb 2019 What do Deep Networks Like to See? [paper] Weijian Deng
69 17 Feb 2019 Instance level facial attributes transfer with geometry-aware flow [paper] [slide] Yuhang Ding
70 17 Feb 2019 Im2Flow: Motion Hallucination from Static Images for Action Recognition [paper] Jiaxu Miao
71 24 Feb 2019 Pay less attention with lightweight and dynamic convolutions [paper] Guang Li
72 24 Feb 2019 Virtual Class Enhanced Discriminative Embedding Learning [paper] Zhun Zhong
73 31 Mar 2019 Deep randomized embedding for Metric Learning [paper] [slide] Yifan Sun
74 31 Mar 2019 Semantic Image Synthesis with Spatially-Adaptive Normalization [paper] [slide] Yutian Lin
75 Apr 7 2019 Convolutional neural network architecture for geometric matching End-to-end weakly-supervised semantic alignment Learning Correspondence from the Cycle-consistency of Time [paper] Xuanyi Dong
76 Apr 7 2019 C2AE: Class Conditioned Auto-Encoder for Open-set Recognition [paper] [slide] Qingji Guan
77 Apr 14 2019 SOTA: Semantic Segmentation [slide] Yawei Luo
78 Apr 14 2019 Adversarial Network Compression [paper] Ping Liu
79 Apr 21 2019 Video Object Detection [slide] Qi Rao
80 Apr 21 2019 Cluster Alignment with a Teacher for Unsupervised Domain Adaptation [paper] Guangrui Li
81 May 19 2019 Two Center Nets [slide] Zhedong Zheng
82 May 19 2019 FUNIT [slide] Bingwen Hu
83 May 26 2019 Lottery Hypothesis Pruning / SNIP: SINGLE-SHOT NETWORK PRUNING BASED ON CONNECTION SENSITIVITY [paper] Fan Ma
84 May 26 2019 Large-Scale Long-Tailed Recognition in an Open World [paper] Guang Li
85 June 2 2019 Scops self supervised co-part segmentation [slide] Xiaolin Zhang
86 June 2 2019 Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning; Learning to Learn How to Learn: Self-Adaptive Visual Navigation using Meta-Learning; VISUAL SEMANTIC NAVIGATION USING SCENE PRIORS; [paper] Xuanyi Dong
87 June 30 2019 LaSO: Label-Set Operations networks for multi-label few-shot learning; Multi-Label Image Recognition with Graph Convolutional Networks; Visual Attention Consistency under Image Transforms for Multi-Label Image Classification; Learning a Deep ConvNet for Multi-label Classification with Partial Labels; [paper] Qingji Guan
88 June 30 2019 Learning to Cluster Faces on an Affinity Graph [paper] Zhun Zhong
89 July 6 2019 An Analysis of Object Embeddings for Image Retrieval [paper] [slide] Weijian Deng
90 July 6 2019 Reasoning Visual Dialogs with Structural and Partial Observations [paper] Aming Wu
91 July 13 2019 Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation [paper] Yawei Luo
92 July 20 2019 Polysemous Visual Semantic Embedding for Crossmodal Retrieval [slide] Ruijie Quan
93 July 20 2019 Procedure Planning in Instructional Videos [paper] Qianyu Feng
94 July 27 2019 Segmentation Is All You Need Semantic Instance Segmentation with a Discriminative Loss Function Proposal-free Network for Instance-levelObject Segmentation [paper1] [paper2] [paper3] Peike Li
95 July 27 2019 Guided Image Generation with Conditional Invertible Neural Networks [paper] Yaxiong Wang
96 August 3 2019 Generative Adversarial Imitation Learning [paper] Tianqi Tang
97 August 3 2019 Generative Adversarial Imitation Learning [paper] Yifan Sun
98 August 10 2019 UPSNet: A Unified Panoptic Segmentation Network [paper] Yuting Wang
99 August 10 2019 Language-Conditioned Graph Networks for Relational Reasoning [paper] Hao Wang
100 August 17 2019 DAFL: Data-Free Learning of Student Networks [paper] Zhun Zhong
101 August 17 2019 Visual saliency [slide] Hongfa Wen
102 August 24 2019 Image Synthesis From Reconfigurable Layout and Style [slide] Weijian Deng
103 August 24 2019 RANet: Ranking Attention Network for Fast Video Object Segmentation [paper] Jiaxu Miao
104 August 31 2019 Non-local Recurrent Neural Memory for Supervised Sequence Modeling [paper] Aming Wu
105 August 31 2019 Anchor Tasks: Inexpensive, Shared, and Aligned Tasks for Domain Adaptation; Graphonomy: Universal Human Parsing via Graph Transfer Learning [paper] Yawei Luo
106 Sept 7 2019 Deep Tree Learning for Zero-shot Face Anti-Spoofing [paper] Ruijie Quan
107 Sept 7 2019 A Delay Metric for Video Object Detection: What Average Precision Fails to Tell [paper] Qi Rao
108 Sept 14 2019 PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation [paper] Yuhang Ding
109 Sept 14 2019 Semi-supervised Domain Adaptation via Minimax Entropy [paper] Guanrui Li
110 Sept 21 2019 STEP: Spatio-Temporal Progressive Learning for Video Action Detection [paper] [slide] Xitong Yang
111 Sept 28 2019 An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution [paper] [slide at author's homepage] Zhedong Zheng
112 Sept 28 2019 Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation [paper] Xiaolin Zhang