Schedule – CAP6412 – Spring 2018 – Center for Research in Computer Vision

Schedule (CAP6412 – Spring 2018)

Date	Paper	Presenter
1/9/18	Introduction	Dr.Shah
1/11/18	Keras Tutorial	Kishan Athrey Slides Video
1/16/18	Deep Learning A Short Overview	Dr. Yogesh Rawat
1/18/18	Time-Contrastive Networks: Self-Supervised Learning from Multi-View Observation, P Sermanet, C Lynch, J Hsu, S Levine - arXiv preprint arXiv:1704.06888, 2017 - arxiv.org	Furkan Çimen Slides Video
1/23/18	Multi-Agent Diverse Generative Adversarial Networks, Arnab Ghosh, Viveka Kulharia, Vinay Namboodiri, Philip H. S. Torr, Puneet K. Dokania, arXiv:1704.02906 [cs.CV	Praveen Tirupattur Slides Video
1/25/18	Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, arXiv:1710.09829 [cs.CV].	Kevin Duarte Slides Video
1/30/18	Deep Reinforcement Learning for Object Tracking, Sangdoo Yun1 Jongwon Choi, Youngjoon Yoo, Kimin Yun, and Jin Young Choi	Naji Khosravan Slides Video
2/1/18	Representation Learning by Learning to Count, Mehdi Noroozi, Hamed Pirsiavash, Paolo Favaro- arXiv:1708.06734 [cs.CV]	Muhammad Tayyab Slides Video
2/6/18	View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data, P Zhang, C Lan, J Xing, W Zeng, J Xue… - arXiv preprint arXiv …, 2017 - arxiv.o	Mohamed Elfeki Slides Video
2/13/18	Predicting Ground-Level Scene Layout from Aerial Imagery, M Zhai, Z Bessinger, S Workman, N Jacobs - arXiv preprint arXiv …, 2016 - arxiv.org	Muhammad Hasan Maqbool Slides Video
2/15/18	Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks, Jun-Yan Zhu, Taesung Park, Phillip Isola, Alexei A. Efros	Bruce McIntosh Slides Video
2/20/18	High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs, TC Wang, MY Liu, JY Zhu, A Tao, J Kautz… - arXiv preprint arXiv …, 2017 - arxiv.org	Clayton Barham Slides Video
2/22/18	Pixel recurrent neural networks, A Oord, N Kalchbrenner, K Kavukcuoglu - arXiv preprint arXiv:1601.06759, 2016 - arxiv.org	Logan Lebanoff Slides Video
2/27/18	One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning; Tianhe Yu, Chelsea Finn, Annie Xie, Sudeep Dasari, Tianhao Zhang, Pieter Abbeel, Sergey Levine	Siavash Khodadadeh Slides Video
3/1/18	SLAC: A Sparsely Labeled Dataset for Action Classification and Localization, H Zhao, Z Yan, H Wang, L Torresani… - arXiv preprint arXiv …, 2017 - arxiv.org	Kamran Ali Slides Video
3/6/18	Associative embedding: End-to-end learning for joint detection and grouping, A Newell, Z Huang, J Deng - Advances in Neural Information …, 2017 - papers.nips.cc	Troyle Thomas Slides Video
3/8/18	VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning, A Srivastava, L Valkov, C Russell, M Gutmann… - arXiv preprint arXiv …, 2017 - arxiv.org	Clive Hoayun Slides Video
3/20/18	Live Repetition Counting, O. Levy, L. Wolf. Live Repetition Counting. IEEE International Conference on Computer Vision (ICCV) [pdf]	Aayush Rana Slides Video
3/22/18	Exploiting Convolution Filter Patterns for Transfer Learning, M Aygün, Y Aytar, HK Ekenel - arXiv preprint arXiv …, 2017	Chris Blythe Slides Video
3/27/18	Programming Assignment -1 Presentations
3/29/18	LEARNING TO INFER GRAPHICS PROGRAMS FROM HAND-DRAWN IMAGES Kevin Ellis, Daniel Ritchie, Armando Solar-Lezama, Joshua B. Tenenbaum	Maliha Arif Slides Video
4/3/18	See, Hear, and Read: Deep Aligned Representations, Y Aytar, C Vondrick, A Torralba - arXiv preprint arXiv:1706.00932, 2017 - arxiv.org	Brett Belcher Slides <a href=
4/5/18	Understanding Deep Learning Requires Rethinking Generalization" by Chiyuan Zhan et	Rodney Lalonde Slides Video
4/10/18	Objects that Sound Relja Arandjelović, Andrew Zisserman	Furkan Çimen Slides Video
4/12/18	Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks, Chelsea Finn 1 Pieter Abbeel 1 2 Sergey Levine	Siavash Khodadadeh Slides Video
4/17/18	Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollar Ross Girshick	Muhammad Tayyab Slides Video
4/19/18	Deep Learning Scaling is Predictable, Empirically, J Hestness, S Narang, N Ardalani, G Diamos… - arXiv preprint arXiv …, 2017 – Mask r-cnn, K He, G Gkioxari, P Dollár, R Girshick - arXiv preprint arXiv:1703.06870, 2017 - arxiv.org	Kamran Ali Slides Video