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Kishore Reddy Konda
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Books and Theses
- 2016
- [b1]Kishore Reddy Konda:
Unsupervised relational feature learning for vision. Goethe University Frankfurt am Main, 2016
Journal Articles
- 2016
- [j1]Samira Ebrahimi Kahou, Xavier Bouthillier, Pascal Lamblin, Çaglar Gülçehre, Vincent Michalski, Kishore Konda, Sébastien Jean, Pierre Froumenty, Yann N. Dauphin, Nicolas Boulanger-Lewandowski, Raul Chandias Ferrari, Mehdi Mirza, David Warde-Farley, Aaron C. Courville, Pascal Vincent, Roland Memisevic, Christopher Joseph Pal, Yoshua Bengio:
EmoNets: Multimodal deep learning approaches for emotion recognition in video. J. Multimodal User Interfaces 10(2): 99-111 (2016)
Conference and Workshop Papers
- 2015
- [c9]Kishore Konda, Pramod Chandrashekhariah, Roland Memisevic, Jochen Triesch:
Real-time activity recognition via deep learning of motion features. ESANN 2015 - [c8]Samira Ebrahimi Kahou, Vincent Michalski, Kishore Reddy Konda, Roland Memisevic, Christopher Joseph Pal:
Recurrent Neural Networks for Emotion Recognition in Video. ICMI 2015: 467-474 - [c7]Kishore Reddy Konda, Roland Memisevic:
Learning Visual Odometry with a Convolutional Network. VISAPP (1) 2015: 486-490 - [c6]Roland Memisevic, Kishore Reddy Konda, David Krueger:
Zero-bias autoencoders and the benefits of co-adapting features. ICLR (Poster) 2015 - 2014
- [c5]Kishore Reddy Konda, Roland Memisevic:
A unified approach to learning depth and motion features. ICVGIP 2014: 78:1-78:7 - [c4]Vincent Michalski, Roland Memisevic, Kishore Reddy Konda:
Modeling Deep Temporal Dependencies with Recurrent "Grammar Cells". NIPS 2014: 1925-1933 - [c3]Kishore Reddy Konda, Roland Memisevic, Vincent Michalski:
The role of spatio-temporal synchrony in the encoding of motion. ICLR (Poster) 2014 - 2013
- [c2]Samira Ebrahimi Kahou, Christopher J. Pal, Xavier Bouthillier, Pierre Froumenty, Çaglar Gülçehre, Roland Memisevic, Pascal Vincent, Aaron C. Courville, Yoshua Bengio, Raul Chandias Ferrari, Mehdi Mirza, Sébastien Jean, Pierre Luc Carrier, Yann N. Dauphin, Nicolas Boulanger-Lewandowski, Abhishek Aggarwal, Jeremie Zumer, Pascal Lamblin, Jean-Philippe Raymond, Guillaume Desjardins, Razvan Pascanu, David Warde-Farley, Atousa Torabi, Arjun Sharma, Emmanuel Bengio, Kishore Reddy Konda, Zhenzhou Wu:
Combining modality specific deep neural networks for emotion recognition in video. ICMI 2013: 543-550 - 2012
- [c1]Kishore Reddy Konda, Achim Königs, Hannes Schulz, Dirk Schulz:
Real time interaction with mobile robots using hand gestures. HRI 2012: 177-178
Informal and Other Publications
- 2019
- [i7]Vivek Bakaraju, Kishore Reddy Konda:
Only sparsity based loss function for learning representations. CoRR abs/1903.02893 (2019) - 2017
- [i6]Martin Mundt, Tobias Weis, Kishore Konda, Visvanathan Ramesh:
Building effective deep neural network architectures one feature at a time. CoRR abs/1705.06778 (2017) - 2015
- [i5]Samira Ebrahimi Kahou, Xavier Bouthillier, Pascal Lamblin, Çaglar Gülçehre, Vincent Michalski, Kishore Reddy Konda, Sébastien Jean, Pierre Froumenty, Yann N. Dauphin, Nicolas Boulanger-Lewandowski, Raul Chandias Ferrari, Mehdi Mirza, David Warde-Farley, Aaron C. Courville, Pascal Vincent, Roland Memisevic, Christopher J. Pal, Yoshua Bengio:
EmoNets: Multimodal deep learning approaches for emotion recognition in video. CoRR abs/1503.01800 (2015) - [i4]Kishore Reddy Konda, Xavier Bouthillier, Roland Memisevic, Pascal Vincent:
Dropout as data augmentation. CoRR abs/1506.08700 (2015) - [i3]Zhouhan Lin, Roland Memisevic, Kishore Reddy Konda:
How far can we go without convolution: Improving fully-connected networks. CoRR abs/1511.02580 (2015) - 2014
- [i2]Vincent Michalski, Roland Memisevic, Kishore Reddy Konda:
Modeling sequential data using higher-order relational features and predictive training. CoRR abs/1402.2333 (2014) - 2013
- [i1]Kishore Reddy Konda, Roland Memisevic:
Unsupervised learning of depth and motion. CoRR abs/1312.3429 (2013)
Coauthor Index
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