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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
Writing Polishment with Simile: Task, Dataset and A Neural Approach Jiayi Zhang Zhi Cui Xiaoqiang Xia Yalong Guo Yanran Li Chen Wei Jianwei Cui 81 18 0 15 Dec 2020
Parameter-Efficient Transfer Learning with Diff Pruning Demi Guo Alexander M. Rush Yoon Kim 113 407 0 14 Dec 2020
Molecular graph generation with Graph Neural Networks P. Bongini Monica Bianchini F. Scarselli GNN 129 145 0 14 Dec 2020
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Seanie Lee Dong Bok Lee Sung Ju Hwang 121 109 0 14 Dec 2020
DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization Shaoshi Ling Yuzong Liu 88 107 0 11 Dec 2020
Recurrence of Optimum for Training Weight and Activation Quantized Networks Ziang Long Penghang Yin Jack Xin MQ 71 4 0 10 Dec 2020
Intrinsically Motivated Compositional Language Emergence Rishi Hazra Sonu Dixit Sayambhu Sen 81 1 0 09 Dec 2020
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text Nishtha Madaan Inkit Padhi Naveen Panwar Diptikalyan Saha CML 102 101 0 08 Dec 2020
Digital Gimbal: End-to-end Deep Image Stabilization with Learnable Exposure Times Omer Dahary M. Jacoby A. Bronstein 71 5 0 08 Dec 2020
DE-RRD: A Knowledge Distillation Framework for Recommender System SeongKu Kang Junyoung Hwang Wonbin Kweon Hwanjo Yu 69 83 0 08 Dec 2020
GAEA: Graph Augmentation for Equitable Access via Reinforcement Learning Govardana Sachithanandam Ramachandran Ivan Brugere Lav Varshney Caiming Xiong 62 8 0 07 Dec 2020
Joint Optimization of an Autoencoder for Clustering and Embedding Ahcène Boubekki Michael C. Kampffmeyer Robert Jenssen Ulf Brefeld DRL 73 16 0 07 Dec 2020
DiffPrune: Neural Network Pruning with Deterministic Approximate Binary Gates and $L_0$ Regularization Yaniv Shulman 94 3 0 07 Dec 2020
Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation Aadarsh Sahoo Yikang Shen Rogerio Feris Kate Saenko Abir Das VLM 113 25 0 06 Dec 2020
Inductive Bias and Language Expressivity in Emergent Communication Shangmin Guo Yi Ren A. Slowik K. Mathewson 79 8 0 04 Dec 2020
ChartPointFlow for Topology-Aware 3D Point Cloud Generation Takumi Kimura Takashi Matsubara K. Uehara 3DPC 101 8 0 04 Dec 2020
$DA^3$ :Dynamic Additive Attention Adaption for Memory-EfficientOn-Device Multi-Domain Learning Li Yang Adnan Siraj Rakin Deliang Fan 68 10 0 02 Dec 2020
Dynamic Feature Pyramid Networks for Object Detection Mingjian Zhu Kai Han Changbin (Brad) Yu Yunhe Wang ObjD 58 22 0 01 Dec 2020
Latent Programmer: Discrete Latent Codes for Program Synthesis Joey Hong David Dohan Rishabh Singh Charles Sutton Manzil Zaheer 131 23 0 01 Dec 2020
Extreme Model Compression for On-device Natural Language Understanding Kanthashree Mysore Sathyendra Samridhi Choudhary Leah Nicolich-Henkin 40 9 0 30 Nov 2020
Latent Template Induction with Gumbel-CRFs Yao Fu Chuanqi Tan Bin Bi Mosha Chen Yansong Feng Alexander M. Rush BDL 72 13 0 29 Nov 2020
Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents E. Guiraud Jakob Drefs Jörg Lücke DRL 89 3 0 27 Nov 2020
TaylorGAN: Neighbor-Augmented Policy Update for Sample-Efficient Natural Language Generation Chun-Hsing Lin Siang-Ruei Wu Hung-yi Lee Yun-Nung Chen LLMAG 59 3 0 27 Nov 2020
Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead Hui Wu Yi R. Fung Heng Ji Rogerio Feris Kate Saenko 78 11 0 26 Nov 2020
Learning to Expand: Reinforced Pseudo-relevance Feedback Selection for Information-seeking Conversations Haojie Pan Cen Chen Chengyu Wang Minghui Qiu Liu Yang Feng Ji Jun Huang 47 4 0 25 Nov 2020
Bringing AI To Edge: From Deep Learning's Perspective Di Liu Hao Kong Xiangzhong Luo Weichen Liu Ravi Subramaniam 116 125 0 25 Nov 2020
Neural Representations for Modeling Variation in Speech Martijn Bartelds Wietse de Vries Faraz Sanal Caitlin Richter M. Liberman Martijn B. Wieling SSL DRL 48 23 0 25 Nov 2020
MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning Sen Lin Li Yang Zhezhi He Deliang Fan Junshan Zhang FedML AI4CE 59 5 0 25 Nov 2020
Tight Integrated End-to-End Training for Cascaded Speech Translation Parnia Bahar Tobias Bieschke Ralf Schluter Hermann Ney 85 28 0 24 Nov 2020
AI Discovering a Coordinate System of Chemical Elements: Dual Representation by Variational Autoencoders A. Glushkovsky DRL 154 6 0 24 Nov 2020
Multi-Features Guidance Network for partial-to-partial point cloud registration Hongyuan Wang Xiang Liu Wen Kang Zhiqiang Yan Bingwen Wang Qianhao Ning 3DPC 45 19 0 24 Nov 2020
SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation Thomas Verelst Tinne Tuytelaars SSeg 60 17 0 24 Nov 2020
Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs Cheng Wang Carolin (Haas) Lawrence Mathias Niepert UQCV 58 10 0 24 Nov 2020
ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation Xiaoxing Wang Xiangxiang Chu Yuda Fan Zhexi Zhang Bo Zhang Xiaokang Yang Junchi Yan 68 4 0 23 Nov 2020
FP-NAS: Fast Probabilistic Neural Architecture Search Zhicheng Yan Xiaoliang Dai Peizhao Zhang Yuandong Tian Bichen Wu Matt Feiszli 93 23 0 22 Nov 2020
BARS: Joint Search of Cell Topology and Layout for Accurate and Efficient Binary ARchitectures Tianchen Zhao Xuefei Ning Xiangsheng Shi Songyi Yang Shuang Liang Peng Lei Jianfei Chen Huazhong Yang Yu Wang MQ 100 7 0 21 Nov 2020
SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations Hao Feng Kezhi Kong Minghao Chen Tianye Zhang Minfeng Zhu Wei Chen VLM DRL 172 24 0 21 Nov 2020
Wasserstein Learning of Determinantal Point Processes Lucas Anquetil Mike Gartrell A. Rakotomamonjy Ugo Tanielian Clément Calauzènes 29 2 0 19 Nov 2020
Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language Hassan Akbari Hamid Palangi Jianwei Yang Sudha Rao Asli Celikyilmaz Roland Fernandez P. Smolensky Jianfeng Gao Shih-Fu Chang 106 3 0 18 Nov 2020
SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher Thai Le Noseong Park Dongwon Lee AAML 64 21 0 17 Nov 2020
LAP-Net: Adaptive Features Sampling via Learning Action Progression for Online Action Detection Sanqing Qu Guang Chen Dan Xu Jinhu Dong Fan Lu Alois C. Knoll 58 18 0 16 Nov 2020
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View Christos Thrampoulidis Samet Oymak Mahdi Soltanolkotabi 79 43 0 16 Nov 2020
Efficient Variational Inference for Sparse Deep Learning with Theoretical Guarantee Jincheng Bai Qifan Song Guang Cheng BDL 62 41 0 15 Nov 2020
Learning to Drop: Robust Graph Neural Network via Topological Denoising Dongsheng Luo Wei Cheng Wenchao Yu Bo Zong Jingchao Ni Haifeng Chen Xiang Zhang OOD 100 266 0 13 Nov 2020
Efficient Neural Architecture Search for End-to-end Speech Recognition via Straight-Through Gradients Huahuan Zheng Keyu An Zhijian Ou 131 14 0 11 Nov 2020
Self-supervised Segmentation via Background Inpainting Isinsu Katircioglu Helge Rhodin Victor Constantin Jorg Sporri Mathieu Salzmann Pascal Fua 32 8 0 11 Nov 2020
A New Framework for Registration of Semantic Point Clouds from Stereo and RGB-D Cameras Ray Zhang Tzu-Yuan Lin Chien-Erh Lin Steven A. Parkison William Clark J. Grizzle Ryan Eustice Maani Ghaffari 3DV 3DPC 51 12 0 10 Nov 2020
Learning Discrete Energy-based Models via Auxiliary-variable Local Exploration H. Dai Rishabh Singh Bo Dai Charles Sutton Dale Schuurmans 93 30 0 10 Nov 2020
Neural Latent Dependency Model for Sequence Labeling Yang Zhou Yong Jiang Zechuan Hu Kewei Tu BDL 55 1 0 10 Nov 2020
Parameterized Explainer for Graph Neural Network Dongsheng Luo Wei Cheng Dongkuan Xu Wenchao Yu Bo Zong Haifeng Chen Xiang Zhang 156 567 0 09 Nov 2020