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Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

50 / 3,025 papers shown

Title
Integrating Human Gaze into Attention for Egocentric Activity Recognition Kyle Min Jason J. Corso 68 43 0 08 Nov 2020
Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads Zhengyan Zhang Fanchao Qi Zhiyuan Liu Qun Liu Maosong Sun VLM 96 31 0 07 Nov 2020
Optimizing Molecules using Efficient Queries from Property Evaluations Samuel C. Hoffman Vijil Chenthamarakshan Kahini Wadhawan Pin-Yu Chen Payel Das 102 74 0 03 Nov 2020
Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems Stéphane dÁscoli A. Coucke F. Caltagirone A. Caulier Marc Lelarge 27 3 0 03 Nov 2020
Perceive, Attend, and Drive: Learning Spatial Attention for Safe Self-Driving Bob Wei Mengye Ren Wenyuan Zeng Ming Liang Binh Yang R. Urtasun 3DPC 107 44 0 02 Nov 2020
Emergent Communication Pretraining for Few-Shot Machine Translation Yaoyiran Li Edoardo Ponti Ivan Vulić Anna Korhonen 106 19 0 02 Nov 2020
Topic-Preserving Synthetic News Generation: An Adversarial Deep Reinforcement Learning Approach Ahmadreza Mosallanezhad Kai Shu Huan Liu 53 10 0 30 Oct 2020
Generative Adversarial Networks in Human Emotion Synthesis:A Review Noushin Hajarolasvadi M. A. Ramírez H. Demirel GAN 76 22 0 28 Oct 2020
DNA: Differentiable Network-Accelerator Co-Search Yongan Zhang Y. Fu Weiwen Jiang Chaojian Li Haoran You Meng Li Vikas Chandra Yingyan Lin 91 17 0 28 Oct 2020
$P^2$ Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation Luanxuan Hou Jie Cao Yuan Zhao Haifeng Shen Jian-Bo Tang Ran He 42 2 0 26 Oct 2020
Graph Information Bottleneck Tailin Wu Hongyu Ren Pan Li J. Leskovec AAML 172 241 0 24 Oct 2020
Text Style Transfer: A Review and Experimental Evaluation Zhiqiang Hu Roy Ka-wei Lee Charu C. Aggarwal Aston Zhang AI4TS 126 27 0 24 Oct 2020
A Comparison of Discrete Latent Variable Models for Speech Representation Learning Henry Zhou Alexei Baevski Michael Auli DRL 67 10 0 24 Oct 2020
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing Chunchuan Lyu Shay B. Cohen Ivan Titov 128 11 0 23 Oct 2020
S2cGAN: Semi-Supervised Training of Conditional GANs with Fewer Labels A. Chakraborty Rahul Ragesh Mahir Shah Nipun Kwatra GAN 111 3 0 23 Oct 2020
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech Representations Wen-Chin Huang Yi-Chiao Wu Tomoki Hayashi Tomoki Toda BDL 111 38 0 23 Oct 2020
Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments Jun Yamada Youngwoon Lee G. Salhotra Karl Pertsch Max Pflueger Gaurav Sukhatme Joseph J. Lim Péter Englert 76 44 0 22 Oct 2020
On Resource-Efficient Bayesian Network Classifiers and Deep Neural Networks Wolfgang Roth Günther Schindler Holger Fröning Franz Pernkopf BDL MQ 25 0 0 22 Oct 2020
Self-training and Pre-training are Complementary for Speech Recognition Qiantong Xu Alexei Baevski Tatiana Likhomanenko Paden Tomasello Alexis Conneau R. Collobert Gabriel Synnaeve Michael Auli SSL VLM 155 173 0 22 Oct 2020
Latte-Mix: Measuring Sentence Semantic Similarity with Latent Categorical Mixtures Minghan Li He Bai Luchen Tan Kun Xiong Ming Li Jimmy J. Lin FedML 43 0 0 21 Oct 2020
VarGrad: A Low-Variance Gradient Estimator for Variational Inference Lorenz Richter Ayman Boustati Nikolas Nusken Francisco J. R. Ruiz Ömer Deniz Akyildiz DRL 238 54 0 20 Oct 2020
Action Sequence Augmentation for Early Graph-based Anomaly Detection Tong Zhao Bo Ni Wenhao Yu Zhichun Guo Neil Shah Meng Jiang 126 19 0 20 Oct 2020
ABC-Di: Approximate Bayesian Computation for Discrete Data I. Auzina Jakub M. Tomczak 46 0 0 19 Oct 2020
Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability Jason Phang Jungkyu Park Krzysztof J. Geras FAtt AAML 262 8 0 19 Oct 2020
Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders Masha Itkina Boris Ivanovic Ransalu Senanayake Mykel J. Kochenderfer Marco Pavone 128 18 0 19 Oct 2020
CQ-VAE: Coordinate Quantized VAE for Uncertainty Estimation with Application to Disk Shape Analysis from Lumbar Spine MRI Images Linchen Qian Jiasong Chen Timur Urakov Weiyong Gu Liang Liang 27 3 0 17 Oct 2020
Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models Fan Bao Kun Xu Chongxuan Li Lanqing Hong Jun Zhu Bo Zhang DiffM 67 9 0 16 Oct 2020
Pose And Joint-Aware Action Recognition Anshul B. Shah Shlok Kumar Mishra Ankan Bansal Jun-Cheng Chen Ramalingam Chellappa Abhinav Shrivastava 149 33 0 16 Oct 2020
Bi-level Score Matching for Learning Energy-based Latent Variable Models Fan Bao Chongxuan Li Kun Xu Hang Su Jun Zhu Bo Zhang 85 14 0 15 Oct 2020
Explain2Attack: Text Adversarial Attacks via Cross-Domain Interpretability M. Hossam Trung Le He Zhao Dinh Q. Phung SILM AAML 73 6 0 14 Oct 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding Yibo Yang Hongyang Li Shan You Fei Wang Chao Qian Zhouchen Lin 63 60 0 13 Oct 2020
Safe Reinforcement Learning with Natural Language Constraints Tsung-Yen Yang Michael Y. Hu Yinlam Chow Peter J. Ramadge Karthik Narasimhan 71 32 0 11 Oct 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 365 723 0 10 Oct 2020
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings P. Prakash Saurabh Kumar Shashidhar Wenlong Zhao Subendhu Rongali Haidar Khan Michael Kayser 49 5 0 10 Oct 2020
Examining the Ordering of Rhetorical Strategies in Persuasive Requests Omar Shaikh Jiaao Chen Jon Saad-Falcon Duen Horng Chau Diyi Yang 40 7 0 09 Oct 2020
Event Representation with Sequential, Semi-Supervised Discrete Variables Mehdi Rezaee Francis Ferraro BDL DRL 59 14 0 09 Oct 2020
RNNLogic: Learning Logic Rules for Reasoning on Knowledge Graphs Meng Qu Junkun Chen Louis-Pascal Xhonneux Yoshua Bengio Jian Tang NAI LRM AI4CE 122 174 0 08 Oct 2020
Generalizable and Explainable Dialogue Generation via Explicit Action Learning Xinting Huang Jianzhong Qi Yu Sun Rui Zhang 82 5 0 08 Oct 2020
Hierarchical Relational Inference Aleksandar Stanić Sjoerd van Steenkiste Jürgen Schmidhuber OCL 84 15 0 07 Oct 2020
High-Capacity Expert Binary Networks Adrian Bulat Brais Martínez Georgios Tzimiropoulos MQ 98 59 0 07 Oct 2020
Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation Weijia Xu Xing Niu Marine Carpuat 50 9 0 07 Oct 2020
StyleDGPT: Stylized Response Generation with Pre-trained Language Models Ze Yang Wei Wu Can Xu Xinnian Liang Jiaqi Bai Liran Wang Wei Wang Zhoujun Li VLM 138 25 0 06 Oct 2020
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation Tianlu Wang Xuezhi Wang Yao Qin Ben Packer Kang Li Jilin Chen Alex Beutel Ed H. Chi SILM 88 85 0 05 Oct 2020
Improving Generative Imagination in Object-Centric World Models Zhixuan Lin Yi-Fu Wu Skand Peri Bofeng Fu Jindong Jiang Sungjin Ahn OCL 125 81 0 05 Oct 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari 94 25 0 05 Oct 2020
Correcting Experience Replay for Multi-Agent Communication S. Ahilan Peter Dayan 56 10 0 02 Oct 2020
Goal-GAN: Multimodal Trajectory Prediction Based on Goal Position Estimation Patrick Dendorfer Aljosa Osep Laura Leal-Taixé 100 110 0 02 Oct 2020
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers Hanjie Chen Yangfeng Ji AAML VLM 131 66 0 01 Oct 2020
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking Michael Schlichtkrull Nicola De Cao Ivan Titov AI4CE 165 221 0 01 Oct 2020
Answer-Driven Visual State Estimator for Goal-Oriented Visual Dialogue Zipeng Xu Fangxiang Feng Xiaojie Wang Yushu Yang Huixing Jiang Zhongyuan Ouyang 57 7 0 01 Oct 2020