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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
FlowX: Towards Explainable Graph Neural Networks via Message Flows Shurui Gui Hao Yuan Jie Wang Qicheng Lao Kang Li Shuiwang Ji 102 13 0 26 Jun 2022
Adversarial Self-Attention for Language Understanding Hongqiu Wu Ruixue Ding Hai Zhao Pengjun Xie Fei Huang Min Zhang 99 12 0 25 Jun 2022
Burst2Vec: An Adversarial Multi-Task Approach for Predicting Emotion, Age, and Origin from Vocal Bursts Atijit Anuchitanukul Lucia Specia VLM 65 6 0 24 Jun 2022
Ordered Subgraph Aggregation Networks Chao Qian Gaurav Rattan Floris Geerts Christopher Morris Mathias Niepert 129 58 0 22 Jun 2022
Modeling Emergent Lexicon Formation with a Self-Reinforcing Stochastic Process Brendon Boldt David R. Mortensen 53 1 0 22 Jun 2022
Variational Causal Dynamics: Discovering Modular World Models from Interventions Anson Lei Bernhard Schölkopf Ingmar Posner CML 80 9 0 22 Jun 2022
Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models Liu Zhendong Wenyu Jiang Yan Zhang Chongjun Wang CML 40 0 0 22 Jun 2022
Agent-based Graph Neural Networks Karolis Martinkus Pál András Papp Benedikt Schesch Roger Wattenhofer LLMAG GNN 99 20 0 22 Jun 2022
Model Joins: Enabling Analytics Over Joins of Absent Big Tables A. Shanghooshabad Peter Triantafillou 28 0 0 21 Jun 2022
Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search Han Xiao Ziwei Wang Zhengbiao Zhu Jie Zhou Jiwen Lu TDI 67 41 0 20 Jun 2022
Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning Se-Wook Yoo Seung-Woo Seo DRL 49 5 0 19 Jun 2022
Finding Diverse and Predictable Subgraphs for Graph Domain Generalization Junchi Yu Jian Liang Ran He OOD 81 11 0 19 Jun 2022
Coin Flipping Neural Networks Yuval Sieradzki Nitzan Hodos Gal Yehuda Assaf Schuster UQCV 93 3 0 18 Jun 2022
Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting Zezhi Shao Zhao Zhang Fei Wang Yongjun Xu AI4TS 118 231 0 18 Jun 2022
Variable Bitrate Neural Fields Towaki Takikawa Alex Evans Jonathan Tremblay Thomas Müller M. McGuire Alec Jacobson Sanja Fidler 107 132 0 15 Jun 2022
Coarse-to-fine Deep Video Coding with Hyperprior-guided Mode Prediction Zhihao Hu Guo Lu Jinyang Guo Shan Liu Wei Jiang Dong Xu 64 98 0 15 Jun 2022
Sparse Structure Search for Parameter-Efficient Tuning Shengding Hu Zhen Zhang Ning Ding Yadao Wang Yasheng Wang Zhiyuan Liu Maosong Sun 81 17 0 15 Jun 2022
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator Ting-Han Fan Ta-Chung Chi Alexander I. Rudnicky Peter J. Ramadge BDL 78 7 0 15 Jun 2022
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems Phillip Lippe Sara Magliacane Sindy Löwe Yuki M. Asano Taco S. Cohen E. Gavves CML 76 31 0 13 Jun 2022
Recommender Transformers with Behavior Pathways Zhiyu Yao Xinyang Chen Sinan Wang Qinyan Dai Yumeng Li Tanchao Zhu Mingsheng Long 90 4 0 13 Jun 2022
From Perception to Programs: Regularize, Overparameterize, and Amortize Hao Tang Kevin Ellis NAI 82 10 0 13 Jun 2022
PAVI: Plate-Amortized Variational Inference Louis Rouillard Thomas Moreau Demian Wassermann 48 1 0 10 Jun 2022
SDQ: Stochastic Differentiable Quantization with Mixed Precision Xijie Huang Zhiqiang Shen Shichao Li Zechun Liu Xianghong Hu Jeffry Wicaksana Eric P. Xing Kwang-Ting Cheng MQ 123 34 0 09 Jun 2022
A Survey of Graph-based Deep Learning for Anomaly Detection in Distributed Systems Armin Danesh Pazho Ghazal Alinezhad Noghre Arnab A. Purkayastha Jagannadh Vempati Otto Martin Hamed Tabkhi GNN 108 39 0 08 Jun 2022
Scalable Joint Learning of Wireless Multiple-Access Policies and their Signaling Mateus P. Mota Álvaro Valcarce J. Gorce 61 6 0 08 Jun 2022
Decoupled Self-supervised Learning for Non-Homophilous Graphs Teng Xiao Zhengyu Chen Zhimeng Guo Zeyang Zhuang Suhang Wang BDL SSL 97 18 0 07 Jun 2022
Meta-Learning Parameterized Skills Haotian Fu Shangqun Yu Saket Tiwari Michael Littman George Konidaris 122 6 0 07 Jun 2022
Discrete State-Action Abstraction via the Successor Representation A. Attali Pedro Cisneros-Velarde M. Morales Nancy M. Amato OffRL 53 1 0 07 Jun 2022
Improving Fairness in Graph Neural Networks via Mitigating Sensitive Attribute Leakage Yu Wang Yuying Zhao Yushun Dong Huiyuan Chen Jundong Li Hanyu Wang 84 87 0 07 Jun 2022
Learning with Capsules: A Survey Fabio De Sousa Ribeiro Kevin Duarte Miles Everett Georgios Leontidis M. Shah 3DPC MedIm 113 20 0 06 Jun 2022
Invariant Grounding for Video Question Answering Yicong Li Xiang Wang Junbin Xiao Wei Ji Tat-Seng Chua OOD 81 99 0 06 Jun 2022
Compilation and Optimizations for Efficient Machine Learning on Embedded Systems Xiaofan Zhang Yao Chen Cong Hao Sitao Huang Yuhong Li Deming Chen 86 1 0 06 Jun 2022
Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech Ziyue Jiang Zhe Su Zhou Zhao Qian Yang Yi Ren Jinglin Liu Zhe Ye 73 5 0 05 Jun 2022
Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders Xiang Kong Adithya Renduchintala James Cross Yuqing Tang Jiatao Gu Xian Li 96 32 0 05 Jun 2022
Video-based Human-Object Interaction Detection from Tubelet Tokens Danyang Tu Wei Sun Xiongkuo Min Guangtao Zhai Wei Shen ViT 108 17 0 04 Jun 2022
Revisiting the "Video" in Video-Language Understanding S. Buch Cristobal Eyzaguirre Adrien Gaidon Jiajun Wu L. Fei-Fei Juan Carlos Niebles 102 166 0 03 Jun 2022
BaCaDI: Bayesian Causal Discovery with Unknown Interventions Alexander Hagele Jonas Rothfuss Lars Lorch Vignesh Ram Somnath Bernhard Schölkopf Andreas Krause CML BDL 123 22 0 03 Jun 2022
Infinite Recommendation Networks: A Data-Centric Approach Noveen Sachdeva Mehak Preet Dhaliwal Carole-Jean Wu Julian McAuley DD 112 28 0 03 Jun 2022
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization A. Nesterov Bulat Ibragimov D. Umerenkov Artem Shelmanov Galina Zubkova V. Kokh 48 4 0 02 Jun 2022
Transfer without Forgetting Matteo Boschini Lorenzo Bonicelli Angelo Porrello Giovanni Bellitto M. Pennisi S. Palazzo C. Spampinato Simone Calderara CLL 107 51 0 01 Jun 2022
Principle of Relevant Information for Graph Sparsification Shujian Yu Francesco Alesiani Wenzhe Yin Robert Jenssen José C. Príncipe 80 10 0 31 May 2022
VALHALLA: Visual Hallucination for Machine Translation Yi Li Yikang Shen Yoon Kim Chun-Fu Chen Rogerio Feris David D. Cox Nuno Vasconcelos MLLM 152 40 0 31 May 2022
You Can't Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments Keiran Paster Sheila A. McIlraith Jimmy Ba OffRL 269 28 0 31 May 2022
Gator: Customizable Channel Pruning of Neural Networks with Gating E. Passov E. David N. Netanyahu AAML 60 0 0 30 May 2022
Pooling Revisited: Your Receptive Field is Suboptimal Dong-Hwan Jang Sanghyeok Chu Joonhyuk Kim Bohyung Han 54 11 0 30 May 2022
Backpropagation through Combinatorial Algorithms: Identity with Projection Works Subham S. Sahoo Anselm Paulus Marin Vlastelica Vít Musil Volodymyr Kuleshov Georg Martius 100 20 0 30 May 2022
AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning Yongqi Zhang Zhanke Zhou Quanming Yao Xiaowen Chu Bo Han 62 49 0 30 May 2022
PSNet: Fast Data Structuring for Hierarchical Deep Learning on Point Cloud Luyang Li Ligang He Jinjin Gao Xie Han 3DPC 62 20 0 30 May 2022
Deep Posterior Distribution-based Embedding for Hyperspectral Image Super-resolution Jinhui Hou Zhiyu Zhu Xianqiang Lyu Huanqiang Zeng Jinjian Wu Jiantao Zhou SupR 91 17 0 30 May 2022
Temporal Multiresolution Graph Neural Networks For Epidemic Prediction Truong-Son Hy V. Nguyen Long Tran-Thanh Risi Kondor AI4TS AI4CE 149 11 0 30 May 2022