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Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

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Title
Text Generation with Deep Variational GAN M. Hossam Trung Le Michael Papasimeon Viet Huynh Dinh Q. Phung GAN DRL 42 5 0 27 Apr 2021
Instance-wise Causal Feature Selection for Model Interpretation Pranoy Panda Sai Srinivas Kancheti V. Balasubramanian CML 117 16 0 26 Apr 2021
Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty Boris Ivanovic Kuan-Hui Lee P. Tokmakov Blake Wulfe R. McAllister Adrien Gaidon Marco Pavone 106 35 0 26 Apr 2021
Skip-Convolutions for Efficient Video Processing A. Habibian Davide Abati Taco S. Cohen B. Bejnordi 113 50 0 23 Apr 2021
Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames Shima Khanehzar Trevor Cohn Gosia Mikołajczak A. Turpin Lea Frermann 65 11 0 22 Apr 2021
Deep Learning for Click-Through Rate Estimation Weinan Zhang Jiarui Qin Wei Guo Ruiming Tang Xiuqiang He 3DV HAI 92 113 0 21 Apr 2021
Discrete-continuous Action Space Policy Gradient-based Attention for Image-Text Matching Shiyang Yan Li Yu Yuan Xie 102 34 0 21 Apr 2021
Differentiable Model Compression via Pseudo Quantization Noise Alexandre Défossez Yossi Adi Gabriel Synnaeve DiffM MQ 94 50 0 20 Apr 2021
HCMS: Hierarchical and Conditional Modality Selection for Efficient Video Recognition Zejia Weng Zuxuan Wu Hengduo Li Jingjing Chen Yu-Gang Jiang 88 4 0 20 Apr 2021
Learning to Communicate with Strangers via Channel Randomisation Methods Dylan R. Cope Nandi Schoots 65 3 0 19 Apr 2021
Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning Jie Ren Yewen Li Zihan Ding Wei Pan Hao Dong BDL MoE 57 26 0 19 Apr 2021
On the Influence of Masking Policies in Intermediate Pre-training Qinyuan Ye Belinda Z. Li Sinong Wang Benjamin Bolte Hao Ma Wen-tau Yih Xiang Ren Madian Khabsa 99 12 0 18 Apr 2021
Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification Jianhua Yuan Yanyan Zhao Bing Qin Ting Liu 83 17 0 17 Apr 2021
MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement Alexander Richard Michael Zollhoefer Yandong Wen Fernando de la Torre Yaser Sheikh CVBM 97 202 0 16 Apr 2021
Geometry-Free View Synthesis: Transformers and no 3D Priors Robin Rombach Patrick Esser Bjorn Ommer ViT 116 95 0 15 Apr 2021
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 165 248 0 15 Apr 2021
Adaptive Sparse Transformer for Multilingual Translation Hongyu Gong Xian Li Dmitriy Genzel 69 14 0 15 Apr 2021
Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning Ning Liu Songlei Jian Dongsheng Li Yiming Zhang Zhiquan Lai Hongzuo Xu 89 31 0 13 Apr 2021
Boltzmann Tuning of Generative Models Victor Berger Michele Sebag 62 0 0 12 Apr 2021
Unsupervised Learning of Explainable Parse Trees for Improved Generalisation Atul Sahay Ayush Maheshwari Ritesh Kumar Ganesh Ramakrishnan M. Hanawal K. Arya LRM 76 1 0 11 Apr 2021
Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management Zhengxu Hou Bang Liu Ruihui Zhao Zijing Ou Yafei Liu Xi Chen Yefeng Zheng 56 10 0 10 Apr 2021
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks Hanjie Chen Song Feng Jatin Ganhotra H. Wan Chulaka Gunasekara Sachindra Joshi Yangfeng Ji 81 18 0 09 Apr 2021
Direct Differentiable Augmentation Search Aoming Liu Zehao Huang Zhiwu Huang Naiyan Wang 102 34 0 09 Apr 2021
Low-Complexity Probing via Finding Subnetworks Steven Cao Victor Sanh Alexander M. Rush 69 54 0 08 Apr 2021
Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings L. Pepino Pablo Riera Luciana Ferrer 111 365 0 08 Apr 2021
Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT Zekai Chen Dingshuo Chen Xiao Zhang Zixuan Yuan Xiuzhen Cheng AI4TS 102 359 0 08 Apr 2021
Generating Multi-type Temporal Sequences to Mitigate Class-imbalanced Problem Lun Jiang N. S. Sadghiani Zhuo Tao Andrew Cohen 52 0 0 07 Apr 2021
Creativity and Machine Learning: A Survey Giorgio Franceschelli Mirco Musolesi VLM AI4CE 131 43 0 06 Apr 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training Wei-Ning Hsu Anuroop Sriram Alexei Baevski Tatiana Likhomanenko Qiantong Xu ... Jacob Kahn Ann Lee R. Collobert Gabriel Synnaeve Michael Auli SSL 103 241 0 02 Apr 2021
Reconciling the Discrete-Continuous Divide: Towards a Mathematical Theory of Sparse Communication André F. T. Martins 82 1 0 01 Apr 2021
Anytime Dense Prediction with Confidence Adaptivity Zhuang Liu Zhiqiu Xu H. Wang Trevor Darrell Evan Shelhamer 76 20 0 01 Apr 2021
Storchastic: A Framework for General Stochastic Automatic Differentiation Emile van Krieken Jakub M. Tomczak A. T. Teije ODL OffRL 103 16 0 01 Apr 2021
PLAN-B: Predicting Likely Alternative Next Best Sequences for Action Prediction D. Scarafoni Irfan Essa Thomas Ploetz 29 1 0 29 Mar 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events Li Xu He Huang Jun Liu ViT LRM 116 88 0 29 Mar 2021
SKID RAW: Skill Discovery from Raw Trajectories Daniel Tanneberg Kai Ploeger Elmar Rueckert Jan Peters 79 29 0 26 Mar 2021
Prototype-based Personalized Pruning Jang-Hyun Kim Simyung Chang Sungrack Yun Nojun Kwak 62 4 0 25 Mar 2021
Structured Co-reference Graph Attention for Video-grounded Dialogue Junyeong Kim Sunjae Yoon Dahyun Kim Chang D. Yoo 68 26 0 24 Mar 2021
Dynamic Slimmable Network Changlin Li Guangrun Wang Bing Wang Xiaodan Liang Zhihui Li Xiaojun Chang 96 145 0 24 Mar 2021
Drop-Bottleneck: Learning Discrete Compressed Representation for Noise-Robust Exploration Jaekyeom Kim Minjung Kim Dongyeon Woo Gunhee Kim 71 17 0 23 Mar 2021
Adaptive Illumination based Depth Sensing using Deep Superpixel and Soft Sampling Approximation Qiqin Dai Fengqiang Li O. Cossairt Aggelos K. Katsaggelos 3DV MDE 131 5 0 23 Mar 2021
RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy Adnan Siraj Rakin Li Yang Jingtao Li Fan Yao C. Chakrabarti Yu Cao Jae-sun Seo Deliang Fan AAML MQ 73 27 0 22 Mar 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 80 48 0 22 Mar 2021
$Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks$ Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks Liping Yuan Jiangtao Feng Xiaoqing Zheng Xuanjing Huang 42 1 0 22 Mar 2021
SparseGAN: Sparse Generative Adversarial Network for Text Generation Liping Yuan Jiehang Zeng Xiaoqing Zheng GAN 35 2 0 22 Mar 2021
Grey-box Adversarial Attack And Defence For Sentiment Classification Ying Xu Xu Zhong Antonio Jimeno Yepes Jey Han Lau VLM AAML 70 54 0 22 Mar 2021
Recognizing Predictive Substructures with Subgraph Information Bottleneck Junchi Yu Tingyang Xu Yu Rong Yatao Bian Junzhou Huang Ran He 84 46 0 20 Mar 2021
QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection Chenhongyi Yang Zehao Huang Naiyan Wang ObjD 128 237 0 16 Mar 2021
Gumbel-Attention for Multi-modal Machine Translation Pengbo Liu Hailong Cao Tiejun Zhao 57 24 0 16 Mar 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 116 239 0 15 Mar 2021
Learning Frequency-aware Dynamic Network for Efficient Super-Resolution Wenbin Xie Dehua Song Chang Xu Chunjing Xu Hui Zhang Yunhe Wang SupR 63 71 0 15 Mar 2021