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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
Generating Semantically Valid Adversarial Questions for TableQA Yi Zhu Yiwei Zhou Menglin Xia AAML 65 5 0 26 May 2020
Learning Robust Feature Representations for Scene Text Detection Sihwan Kim T. Park OOD 40 2 0 26 May 2020
Fast differentiable DNA and protein sequence optimization for molecular design Johannes Linder Georg Seelig 70 60 0 22 May 2020
Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification Renato Hermoza Gabriel Maicas Jacinto C. Nascimento G. Carneiro 98 22 0 21 May 2020
Pairwise Supervised Hashing with Bernoulli Variational Auto-Encoder and Self-Control Gradient Estimator Siamak Zamani Dadaneh Shahin Boluki Mingzhang Yin Mingyuan Zhou Xiaoning Qian BDL DRL 41 22 0 21 May 2020
A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial Networks Yashar Deldjoo Tommaso Di Noia Felice Antonio Merra AAML 56 6 0 20 May 2020
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain Lukas Lange Heike Adel Jannik Strötgen 32 10 0 19 May 2020
MoBoAligner: a Neural Alignment Model for Non-autoregressive TTS with Monotonic Boundary Search Naihan Li Shujie Liu Yanqing Liu Sheng Zhao Ming-Yuan Liu Ming Zhou 53 6 0 18 May 2020
Robust Training of Vector Quantized Bottleneck Models A. Lancucki J. Chorowski Guillaume Sanchez R. Marxer Nanxin Chen Hans J. G. A. Dolfing Sameer Khurana Tanel Alumäe Antoine Laurent 86 60 0 18 May 2020
COVI White Paper H. Alsdurf Edmond Belliveau Yoshua Bengio T. Deleu Prateek Gupta ... Abhinav Sharma B. Struck Jian Tang Martin Weiss Y. Yu 74 29 0 18 May 2020
TG-GAN: Continuous-time Temporal Graph Generation with Deep Generative Models Liming Zhang Liang Zhao Shan Qin Dieter Pfoser AI4CE 47 5 0 17 May 2020
Semi-supervised Neural Chord Estimation Based on a Variational Autoencoder with Latent Chord Labels and Features Yiming Wu Tristan Carsault Eita Nakamura Kazuyoshi Yoshii DRL 30 2 0 14 May 2020
Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation Zhiliang Tian Wei Bi Dongkyu Lee Lanqing Xue Yiping Song Xiaojiang Liu N. Zhang 88 25 0 13 May 2020
Training spiking neural networks using reinforcement learning Sneha Aenugu OffRL 16 2 0 12 May 2020
Exploring TTS without T Using Biologically/Psychologically Motivated Neural Network Modules (ZeroSpeech 2020) Takashi Morita H. Koda 77 8 0 11 May 2020
Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments Baiming Chen Mengdi Xu Zuxin Liu Liang-Sheng Li Ding Zhao 77 37 0 11 May 2020
Minority Class Oversampling for Tabular Data with Deep Generative Models R. Camino Christian A. Hammerschmidt R. State 69 2 0 07 May 2020
PeTra: A Sparsely Supervised Memory Model for People Tracking Shubham Toshniwal Allyson Ettinger Kevin Gimpel Karen Livescu 54 9 0 06 May 2020
Differentiable Greedy Submodular Maximization: Guarantees, Gradient Estimators, and Applications Shinsaku Sakaue 46 0 0 06 May 2020
Community Detection Clustering via Gumbel Softmax D. Acharya Huaming Zhang 54 17 0 05 May 2020
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou Liangyu Chen Jiachen Liu Xinyan Xiao Jinsong Su Sheng Guo Hua Wu 105 34 0 05 May 2020
How Does Selective Mechanism Improve Self-Attention Networks? Xinwei Geng Longyue Wang Xing Wang Bing Qin Ting Liu Zhaopeng Tu AAML 95 37 0 03 May 2020
ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation Lifu Tu Richard Yuanzhe Pang Sam Wiseman Kevin Gimpel 103 53 0 02 May 2020
Style Variation as a Vantage Point for Code-Switching Khyathi Chandu A. Black 64 7 0 01 May 2020
Unsupervised Transfer of Semantic Role Models from Verbal to Nominal Domain Yanpeng Zhao Ivan Titov 46 5 0 01 May 2020
Universal Adversarial Attacks with Natural Triggers for Text Classification Liwei Song Xinwei Yu Hsuan-Tung Peng Karthik Narasimhan SILM AAML 91 76 0 01 May 2020
On the Spontaneous Emergence of Discrete and Compositional Signals Nur Lan Emmanuel Chemla Shane Steinert-Threlkeld LRM 75 8 0 30 Apr 2020
How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking Nicola De Cao Michael Schlichtkrull Wilker Aziz Ivan Titov 76 92 0 30 Apr 2020
Self-Supervised and Controlled Multi-Document Opinion Summarization Hady ElSahar Maximin Coavoux Matthias Gallé Jos Rozen 74 48 0 30 Apr 2020
Boosting Naturalness of Language in Task-oriented Dialogues via Adversarial Training Chenguang Zhu 72 4 0 30 Apr 2020
An Auto-Encoder Strategy for Adaptive Image Segmentation Evan M. Yu Juan Eugenio Iglesias Adrian Dalca M. Sabuncu 43 13 0 29 Apr 2020
Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification Yau-Shian Wang Hung-yi Lee Yun-Nung Chen 36 0 0 28 Apr 2020
Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS) Masataro Asai Christian Muise 72 8 0 27 Apr 2020
Computation on Sparse Neural Networks: an Inspiration for Future Hardware Fei Sun Minghai Qin Tianyun Zhang Liu Liu Yen-kuang Chen Yuan Xie 112 7 0 24 Apr 2020
Correlation-aware Unsupervised Change-point Detection via Graph Neural Networks Ruohong Zhang Yu Hao Donghan Yu Wei-Cheng Chang Guokun Lai Yiming Yang 47 1 0 24 Apr 2020
On Sparsifying Encoder Outputs in Sequence-to-Sequence Models Biao Zhang Ivan Titov Rico Sennrich 26 13 0 24 Apr 2020
Improve Variational Autoencoder for Text Generationwith Discrete Latent Bottleneck Yang Zhao Ping Yu Suchismit Mahapatra Qinliang Su Changyou Chen DRL 54 2 0 22 Apr 2020
Compositionality and Generalization in Emergent Languages Rahma Chaabouni Eugene Kharitonov Diane Bouchacourt Emmanuel Dupoux Marco Baroni CoGe AI4CE 100 140 0 20 Apr 2020
Superkernel Neural Architecture Search for Image Denoising Marcin Mo.zejko Tomasz Latkowski Lukasz Treszczotko Michal Szafraniuk K. Trojanowski SupR 54 16 0 19 Apr 2020
Really Useful Synthetic Data -- A Framework to Evaluate the Quality of Differentially Private Synthetic Data Christian Arnold Marcel Neunhoeffer SyDa ELM 47 32 0 16 Apr 2020
Drug-Drug Interaction Prediction with Wasserstein Adversarial Autoencoder-based Knowledge Graph Embeddings Yuanfei Dai Chenhao Guo Wenzhong Guo Carsten Eickhoff BDL 54 2 0 15 Apr 2020
Conditional-UNet: A Condition-aware Deep Model for Coherent Human Activity Recognition From Wearables Liming Zhang CVBM HAI 45 11 0 15 Apr 2020
Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer Gi-Cheon Kang Junseok Park Hwaran Lee Byoung-Tak Zhang Jin-Hwa Kim VLM 62 10 0 14 Apr 2020
Gumbel-softmax-based Optimization: A Simple General Framework for Optimization Problems on Graphs Yaoxin Li Jing Liu Guozheng Lin Y. Hou Muyun Mou Jiang Zhang 26 7 0 14 Apr 2020
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder Yufei Tian Jianfei Yu Jing Jiang 38 16 0 13 Apr 2020
Explaining Question Answering Models through Text Generation Veronica Latcinnik Jonathan Berant LRM 114 51 0 12 Apr 2020
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions Alvin Wan Xiaoliang Dai Peizhao Zhang Zijian He Yuandong Tian ... Matthew Yu Tao Xu Kan Chen Peter Vajda Joseph E. Gonzalez 86 295 0 12 Apr 2020
Depthwise Discrete Representation Learning Iordanis Fostiropoulos BDL 38 0 0 11 Apr 2020
Joint Learning of Probabilistic and Geometric Shaping for Coded Modulation Systems Fayçal Ait Aoudia J. Hoydis 49 18 0 10 Apr 2020
ASL Recognition with Metric-Learning based Lightweight Network Evgeny Izutov SLR 58 6 0 10 Apr 2020