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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
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks Jurijs Nazarovs Jack W. Stokes Melissa J. M. Turcotte Justin Carroll Itai Grady AAML 50 3 0 29 May 2022
CIGMO: Categorical invariant representations in a deep generative framework H. Hosoya GAN OCL 31 0 0 27 May 2022
ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge Splitting Jingwei Guo Kaizhu Huang Rui Zhang Xinping Yi AAML 121 5 0 27 May 2022
Sparse Graph Learning from Spatiotemporal Time Series Andrea Cini Daniele Zambon Cesare Alippi CML AI4TS 134 20 0 26 May 2022
A Fair Federated Learning Framework With Reinforcement Learning Yaqi Sun Shijing Si Jianzong Wang Yuhan Dong Z. Zhu Jing Xiao FedML 126 7 0 26 May 2022
Joint Training of Speech Enhancement and Self-supervised Model for Noise-robust ASR Qiu-shi Zhu Jie Zhang Zitian Zhang Lirong Dai 90 15 0 26 May 2022
DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees Peter Müller Lukas Faber Karolis Martinkus Roger Wattenhofer 93 8 0 26 May 2022
Robust Reinforcement Learning on Graphs for Logistics optimization Zangir Iklassov Dmitrii Medvedev 22 0 0 25 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 90 14 0 25 May 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning Xiangyang Li Xiang Long Yu Xia Sujian Li 68 10 0 25 May 2022
RevUp: Revise and Update Information Bottleneck for Event Representation Mehdi Rezaee Francis Ferraro 96 1 0 24 May 2022
RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis Mohammad Esmaeilpour Nourhene Chaalia Adel Abusitta François-Xavier Devailly Wissem Maazoun P. Cardinal GAN 59 2 0 24 May 2022
Learning to Ignore Adversarial Attacks Yiming Zhang Yan Zhou Samuel Carton Chenhao Tan 104 2 0 23 May 2022
Spatial Attention-based Implicit Neural Representation for Arbitrary Reduction of MRI Slice Spacing Xin Wang Sheng Wang Honglin Xiong Kai Xuan Zixu Zhuang Mengjun Liu Zhenrong Shen Xiangyu Zhao Lichi Zhang Qian Wang 86 4 0 23 May 2022
Revisiting the role of heterophily in graph representation learning: An edge classification perspective Jincheng Huang P. Li Ruifang Huang Chen Na Acong Zhang 102 14 0 23 May 2022
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking Ilchae Jung Minji Kim Eunhyeok Park Bohyung Han 70 3 0 23 May 2022
Neural Subgraph Explorer: Reducing Noisy Information via Target-Oriented Syntax Graph Pruning Bowen Xing Ivor W. Tsang AAML 60 5 0 23 May 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 297 368 0 21 May 2022
Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel Dianbo Liu Vedant Shah Oussama Boussif Cristian Meo Anirudh Goyal Tianmin Shu Michael C. Mozer N. Heess Yoshua Bengio 75 0 0 21 May 2022
A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection Bingzhe Wu Jintang Li Junchi Yu Yatao Bian Hengtong Zhang ... Guangyu Sun Peng Cui Zibin Zheng Yanfeng Guo P. Zhao OOD 127 28 0 20 May 2022
Towards Explanation for Unsupervised Graph-Level Representation Learning Qinghua Zheng Jihong Wang Minnan Luo Yaoliang Yu Jundong Li L. Yao Xiao Chang 86 1 0 20 May 2022
Data-driven prediction of Air Traffic Controllers reactions to resolving conflicts Alevizos Bastas G. Vouros 41 6 0 19 May 2022
Spatial-Temporal Interactive Dynamic Graph Convolution Network for Traffic Forecasting Aoyun Liu Yaying Zhang GNN AI4TS 84 33 0 18 May 2022
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder Tiexin Qin Shiqi Wang Haoliang Li CML BDL 52 25 0 16 May 2022
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization Yuhta Takida Takashi Shibuya Wei-Hsiang Liao Chieh-Hsin Lai Junki Ohmura Toshimitsu Uesaka Naoki Murata Shusuke Takahashi Toshiyuki Kumakura Yuki Mitsufuji BDL 87 67 0 16 May 2022
Transkimmer: Transformer Learns to Layer-wise Skim Yue Guan Zhengyi Li Jingwen Leng Zhouhan Lin Minyi Guo 125 40 0 15 May 2022
Posterior Probability Matters: Doubly-Adaptive Calibration for Neural Predictions in Online Advertising Penghui Wei Weimin Zhang Ruijie Hou Jinquan Liu Shaoguo Liu Liang Wang Bo Zheng 81 9 0 15 May 2022
GoalNet: Inferring Conjunctive Goal Predicates from Human Plan Demonstrations for Robot Instruction Following Shreya Sharma Jigyasa Gupta Shreshth Tuli Rohan Paul Mausam 127 3 0 14 May 2022
Importance Weighted Structure Learning for Scene Graph Generation Daqing Liu M. Bober J. Kittler 122 5 0 14 May 2022
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning Shyamgopal Karthik Massimiliano Mancini Zeynep Akata CoGe 59 42 0 13 May 2022
Contrastive Domain Disentanglement for Generalizable Medical Image Segmentation Ran Gu Jiangshan Lu Jingyang Zhang Wenhui Lei Xiaofan Zhang Guotai Wang Shaoting Zhang 77 2 0 13 May 2022
Efficient Deep Visual and Inertial Odometry with Adaptive Visual Modality Selection Mingyu Yang Yu Chen Hun-Seok Kim 103 28 0 12 May 2022
Infrared Invisible Clothing:Hiding from Infrared Detectors at Multiple Angles in Real World Xiaopei Zhu Zhan Hu Siyuan Huang Jianmin Li Xiaolin Hu AAML 67 56 0 12 May 2022
White-box Testing of NLP models with Mask Neuron Coverage Arshdeep Sekhon Yangfeng Ji Matthew B. Dwyer Yanjun Qi AAML 52 3 0 10 May 2022
SoK: Blockchain Decentralization Luyao Zhang Xinshi Ma Yulin Liu 102 37 0 09 May 2022
ReCAB-VAE: Gumbel-Softmax Variational Inference Based on Analytic Divergence Sangshin Oh Seyun Um Hong-Goo Kang BDL DRL 48 2 0 09 May 2022
Neural Program Synthesis with Query Di Huang Rui Zhang Xing Hu Xishan Zhang Pengwei Jin Nan Li Zidong Du Qi Guo Yunji Chen 50 2 0 08 May 2022
Variational Sparse Coding with Learned Thresholding Kion Fallah Christopher Rozell DRL 89 7 0 07 May 2022
BrainIB: Interpretable Brain Network-based Psychiatric Diagnosis with Graph Information Bottleneck Kaizhong Zheng Shujian Yu Baojuan Li Robert Jenssen Badong Chen AI4MH 98 10 0 07 May 2022
Unsupervised Mismatch Localization in Cross-Modal Sequential Data with Application to Mispronunciations Localization Wei Wei Hengguan Huang Xiangming Gu Hao Wang Ye Wang BDL 79 0 0 05 May 2022
LDSA: Learning Dynamic Subtask Assignment in Cooperative Multi-Agent Reinforcement Learning Mingyu Yang Jian Zhao Xu Hu Wen-gang Zhou Jiangcheng Zhu Houqiang Li 95 35 0 05 May 2022
Spot-adaptive Knowledge Distillation Mingli Song Ying Chen Jingwen Ye Mingli Song 68 74 0 05 May 2022
Time-multiplexed Neural Holography: A flexible framework for holographic near-eye displays with fast heavily-quantized spatial light modulators Suyeon Choi Manu Gopakumar Yifan Peng Peng Jonghyun Kim Matthew O'Toole Gordon Wetzstein 38 66 0 05 May 2022
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark Zhenyue Qin Yang Liu Madhawa Perera Tom Gedeon Pan Ji Dongwoo Kim Saeed Anwar 60 4 0 04 May 2022
Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies Alon Berliner Guy Rotman Yossi Adi Roi Reichart Tamir Hazan BDL DRL 80 4 0 03 May 2022
AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks Chin-Lun Fu Zih-Ching Chen Yun-Ru Lee Hung-yi Lee 91 49 0 30 Apr 2022
Can Rationalization Improve Robustness? Howard Chen Jacqueline He Karthik Narasimhan Danqi Chen AAML 108 42 0 25 Apr 2022
Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation Vivian Lai Samuel Carton Rajat Bhatnagar Vera Liao Yunfeng Zhang Chenhao Tan 110 137 0 25 Apr 2022
"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs Shuo Zhang Junzhou Zhao Pinghui Wang Yu Li Yi Huang Junlan Feng 87 7 0 25 Apr 2022
Unified Pretraining Framework for Document Understanding Jiuxiang Gu Jason Kuen Vlad I. Morariu Handong Zhao Nikolaos Barmpalios R. Jain A. Nenkova Tong Sun 105 98 0 22 Apr 2022