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Poster
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Tue 7:00 |
Improving Generative Imagination in Object-Centric World Models Zhixuan Lin, Yi-Fu Wu, Skand Peri, Bofeng Fu, Jindong Jiang, Sungjin Ahn |
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Poster
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Tue 7:00 |
On Variational Learning of Controllable Representations for Text without Supervision Peng Xu, Jackie Chi Kit Cheung, Yanshuai Cao |
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Poster
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Tue 7:00 |
Multigrid Neural Memory Tri Huynh, Michael Maire, Matthew Walter |
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Poster
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Tue 7:00 |
Improving the Gating Mechanism of Recurrent Neural Networks Albert Gu, Caglar Gulcehre, Thomas Paine, Matthew Hoffman, Razvan Pascanu |
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Poster
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Tue 8:00 |
PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination Saurabh Goyal, Anamitra Roy Choudhury, Saurabh Raje, Venkatesan Chakaravarthy, Yogish Sabharwal, Ashish Verma |
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Poster
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Tue 8:00 |
An EM Approach to Non-autoregressive Conditional Sequence Generation Zhiqing Sun, Yiming Yang |
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Poster
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Tue 9:00 |
Variable Skipping for Autoregressive Range Density Estimation Eric Liang, Zongheng Yang, Ion Stoica, Pieter Abbeel, Yan Duan, Peter Chen |
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Poster
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Tue 9:00 |
Adversarial Attacks on Probabilistic Autoregressive Forecasting Models Raphaël Dang-Nhu, Gagandeep Singh, Pavol Bielik, Martin Vechev |
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Poster
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Tue 9:00 |
A Chance-Constrained Generative Framework for Sequence Optimization Xianggen Liu, Qiang Liu, Sen Song , Jian Peng |
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Poster
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Tue 10:00 |
Generative Pretraining From Pixels Mark Chen, Alec Radford, Rewon Child, Jeffrey K Wu, Heewoo Jun, David Luan, Ilya Sutskever |
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Poster
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Tue 12:00 |
Word-Level Speech Recognition With a Letter to Word Encoder Ronan Collobert, Awni Hannun, Gabriel Synnaeve |
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Poster
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Tue 14:00 |
Infinite attention: NNGP and NTK for deep attention networks Jiri Hron, Yasaman Bahri, Jascha Sohl-Dickstein, Roman Novak |
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Poster
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Wed 8:00 |
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network Javier Turek, Shailee Jain, Vy Vo, Mihai Capotă, Alexander Huth, Theodore Willke |
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Poster
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Wed 8:00 |
Adversarial Mutual Information for Text Generation Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li |
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Poster
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Wed 8:00 |
Imputer: Sequence Modelling via Imputation and Dynamic Programming William Chan, Chitwan Saharia, Geoffrey Hinton, Mohammad Norouzi, Navdeep Jaitly |
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Poster
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Wed 8:00 |
Representing Unordered Data Using Complex-Weighted Multiset Automata Justin DeBenedetto, David Chiang |
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Poster
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Wed 9:00 |
Set Functions for Time Series Max Horn, Michael Moor, Christian Bock, Bastian Rieck, Karsten Borgwardt |
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Poster
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Wed 11:00 |
PolyGen: An Autoregressive Generative Model of 3D Meshes Charlie Nash, Yaroslav Ganin, S. M. Ali Eslami, Peter Battaglia |
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Poster
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Wed 11:00 |
Encoding Musical Style with Transformer Autoencoders Kristy Choi, Curtis "Fjord" Hawthorne, Ian Simon, Monica Dinculescu, JesseEngel Engel |
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Poster
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Wed 12:00 |
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" Saeed Amizadeh, Hamid Palangi, Alex Polozov, Yichen Huang, Kazuhito Koishida |
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Poster
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Wed 13:00 |
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos, Apoorv Vyas, Nikolaos Pappas, François Fleuret |
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Poster
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Wed 13:00 |
Self-Attentive Hawkes Process Qiang Zhang, Aldo Lipani, Omer Kirnap, Emine Yilmaz |
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Poster
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Wed 13:00 |
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances Csaba Toth, Harald Oberhauser |
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Poster
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Wed 14:00 |
VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing Zoltán Á. Milacski, Barnabás Póczos, Andras Lorincz |
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Poster
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Wed 16:00 |
Unsupervised Transfer Learning for Spatiotemporal Predictive Networks Zhiyu Yao, Yunbo Wang, Mingsheng Long, Jianmin Wang |
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Poster
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Thu 6:00 |
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification Hongyuan Mei, Guanghui Qin, Minjie Xu, Jason Eisner |
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Poster
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Thu 6:00 |
Differentiable Product Quantization for End-to-End Embedding Compression Ting Chen, Lala Li, Yizhou Sun |
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Poster
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Thu 6:00 |
Robustifying Sequential Neural Processes Jaesik Yoon, Gautam Singh, Sungjin Ahn |
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Poster
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Thu 6:00 |
Sequence Generation with Mixed Representations Lijun Wu, Shufang Xie, Yingce Xia, Yang Fan, Jian-Huang Lai, Tao Qin, Tie-Yan Liu |
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Poster
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Thu 6:00 |
Mapping natural-language problems to formal-language solutions using structured neural representations Kezhen Chen, Qiuyuan Huang, Hamid Palangi, Paul Smolensky, Ken Forbus, Jianfeng Gao |
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Poster
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Thu 6:00 |
Improving Transformer Optimization Through Better Initialization Xiao Shi Huang, Felipe Perez, Jimmy Ba, Maksims Volkovs |
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Poster
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Thu 6:00 |
Calibration, Entropy Rates, and Memory in Language Models Mark Braverman, Xinyi Chen, Sham Kakade, Karthik Narasimhan, Cyril Zhang, Yi Zhang |
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Poster
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Thu 7:00 |
Distribution Augmentation for Generative Modeling Heewoo Jun, Rewon Child, Mark Chen, John Schulman, Aditya Ramesh, Alec Radford, Ilya Sutskever |
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Poster
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Thu 7:00 |
Time-aware Large Kernel Convolutions Vasileios Lioutas, Yuhong Guo |
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Poster
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Thu 8:00 |
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems Zhe Dong, Bryan Seybold, Kevin Murphy, Hung Bui |
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Poster
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Thu 9:00 |
Aligned Cross Entropy for Non-Autoregressive Machine Translation Marjan Ghazvininejad, Vladimir Karpukhin, Luke Zettlemoyer, Omer Levy |
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Poster
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Thu 12:00 |
Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules Sarthak Mittal, Alex Lamb, Anirudh Goyal, Vikram Voleti, Murray Shanahan, Guillaume Lajoie, Michael Mozer, Yoshua Bengio |
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Poster
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Thu 13:00 |
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi, Edouard Delasalles, Mickael Chen, Sylvain Lamprier, Patrick Gallinari |
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Poster
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Thu 17:00 |
Self-Attentive Associative Memory Hung Le, Truyen Tran, Svetha Venkatesh |
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Poster
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Thu 17:00 |
Non-autoregressive Machine Translation with Disentangled Context Transformer Jungo Kasai, James Cross, Marjan Ghazvininejad, Jiatao Gu |