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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
Let Graph be the Go Board: Gradient-free Node Injection Attack for Graph Neural Networks via Reinforcement Learning Mingxuan Ju Yujie Fan Chuxu Zhang Yanfang Ye AAML 120 38 0 19 Nov 2022
Gumbel-Softmax Selective Networks Mahmoud Salem Mohamed Osama Ahmed Frederick Tung Gabriel L. Oliveira 54 1 0 19 Nov 2022
Look More but Care Less in Video Recognition Yitian Zhang Yue Bai Haiquan Wang Yi Xu Yun Fu 65 9 0 18 Nov 2022
Latent User Intent Modeling for Sequential Recommenders B. Chang Alexandros Karatzoglou Yuyan Wang Can Xu Ed H. Chi Minmin Chen OffRL 47 10 0 17 Nov 2022
Efficient Transformers with Dynamic Token Pooling Piotr Nawrot J. Chorowski Adrian Lañcucki Edoardo Ponti 87 46 0 17 Nov 2022
AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Xinyao Shu Shiyang Yan Zhenyu Lu Xinshao Wang Yuan Xie 77 2 0 16 Nov 2022
Interpretable Few-shot Learning with Online Attribute Selection M. Zarei Majid Komeili FAtt 109 3 0 16 Nov 2022
AgileAvatar: Stylized 3D Avatar Creation via Cascaded Domain Bridging S. Sang Tiancheng Zhi Guoxian Song Minghao Liu Chun-Pong Lai Jing Liu Xiang Wen James Davis Linjie Luo 86 20 0 15 Nov 2022
Learning to Model Multimodal Semantic Alignment for Story Visualization Bowen Li Thomas Lukasiewicz DiffM 83 2 0 14 Nov 2022
Learning Latent Part-Whole Hierarchies for Point Clouds Xiang Gao Wei Hu Renjie Liao 3DPC 67 0 0 14 Nov 2022
TorchOpt: An Efficient Library for Differentiable Optimization Jie Ren Xidong Feng Bo Liu Xuehai Pan Yao Fu Kai Zou Yaodong Yang 70 12 0 13 Nov 2022
Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence Yongqian Li Xin Ma Rajshekhar Sunderraman Shihao Ji Suprateek Kundu 157 6 0 11 Nov 2022
Hyperbolic Cosine Transformer for LiDAR 3D Object Detection Jigang Tong Fanhang Yang Sen Yang Enzeng Dong Shengzhi Du Xing-jun Wang Xianlin Yi 3DPC ViT 63 1 0 10 Nov 2022
Active Acquisition for Multimodal Temporal Data: A Challenging Decision-Making Task Jannik Kossen Cătălina Cangea Eszter Vértes Andrew Jaegle Viorica Patraucean Ira Ktena Nenad Tomašev Danielle Belgrave 128 9 0 09 Nov 2022
Visual Named Entity Linking: A New Dataset and A Baseline Wenxiang Sun Yixing Fan Jiafeng Guo Ruqing Zhang Xueqi Cheng 57 16 0 09 Nov 2022
Multi-Head Adapter Routing for Cross-Task Generalization Lucas Caccia Edoardo Ponti Zhan Su Matheus Pereira Nicolas Le Roux Alessandro Sordoni 64 23 0 07 Nov 2022
AskewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks Louis Leconte S. Schechtman Eric Moulines 91 4 0 07 Nov 2022
Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling Romain Lopez Natavsa Tagasovska Stephen Ra K. Cho J. Pritchard Aviv Regev OOD CML DRL 126 39 0 07 Nov 2022
Deliberation Networks and How to Train Them Qingyun Dou Mark Gales 65 0 0 06 Nov 2022
Robust Lottery Tickets for Pre-trained Language Models Rui Zheng Rong Bao Yuhao Zhou Di Liang Sirui Wang Wei Wu Tao Gui Qi Zhang Xuanjing Huang AAML 87 14 0 06 Nov 2022
Emergent Quantized Communication Boaz Carmeli Ron Meir Yonatan Belinkov MQ AI4CE 85 8 0 04 Nov 2022
Properties of the Concrete distribution D. D. Chow 71 0 0 02 Nov 2022
Neural Systematic Binder Gautam Singh Yeongbin Kim Sungjin Ahn OCL 118 37 0 02 Nov 2022
Semantic Pivoting Model for Effective Event Detection Anran Hao S. Hui Jian Su 34 1 0 01 Nov 2022
Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks Sadegh Mahdavi Kevin Swersky Thomas Kipf Milad Hashemi Christos Thrampoulidis Renjie Liao LRM OOD NAI 104 26 0 01 Nov 2022
Composite Feature Selection using Deep Ensembles F. Imrie Alexander Norcliffe Pietro Lio M. Schaar 94 12 0 01 Nov 2022
HDNet: Hierarchical Dynamic Network for Gait Recognition using Millimeter-Wave Radar Yanyan Huang Yong Wang Kun Shi Chaojie Gu Yu Fu Cheng Zhuo Zhiguo Shi CVBM 44 10 0 01 Nov 2022
Revisiting Attention Weights as Explanations from an Information Theoretic Perspective Bingyang Wen K. P. Subbalakshmi Fan Yang FAtt 34 6 0 31 Oct 2022
Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution Aiwei Liu Honghai Yu Xuming Hu Shuang Li Li Lin Fukun Ma Yawen Yang Lijie Wen 86 35 0 31 Oct 2022
Interpretable Geometric Deep Learning via Learnable Randomness Injection Siqi Miao Yunan Luo Miaoyuan Liu Pan Li 64 25 0 30 Oct 2022
Learning Dependencies of Discrete Speech Representations with Neural Hidden Markov Models Sung-Lin Yeh Hao Tang SSL BDL 61 1 0 29 Oct 2022
Token-level Sequence Labeling for Spoken Language Understanding using Compositional End-to-End Models Siddhant Arora Siddharth Dalmia Brian Yan Florian Metze A. Black Shinji Watanabe 42 12 0 27 Oct 2022
Fast and Efficient Scene Categorization for Autonomous Driving using VAEs Saravanabalagi Ramachandran Jonathan Horgan Ganesh Sistu J. McDonald 3DV 100 1 0 26 Oct 2022
Personalized Federated Learning via Heterogeneous Modular Networks Tianchun Wan Wei Cheng Dongsheng Luo Wenchao Yu Jingchao Ni Liang Tong Haifeng Chen Xiang Zhang 75 13 0 26 Oct 2022
Rhino: Deep Causal Temporal Relationship Learning With History-dependent Noise Wenbo Gong Joel Jennings Chen Zhang Nick Pawlowski AI4TS CML 94 28 0 26 Oct 2022
Sparsity in Continuous-Depth Neural Networks H. Aliee Till Richter Mikhail Solonin I. Ibarra Fabian J. Theis Niki Kilbertus 97 11 0 26 Oct 2022
Deploying a Retrieval based Response Model for Task Oriented Dialogues Lahari Poddar Gyuri Szarvas Cheng Wang Jorge A. Balazs Pavel Danchenko P. Ernst 46 0 0 25 Oct 2022
Guiding Users to Where to Give Color Hints for Efficient Interactive Sketch Colorization via Unsupervised Region Prioritization Youngin Cho Junsoo Lee Soyoung Yang Juntae Kim Yeojeong Park Haneol Lee Mohammad Azam Khan Daesik Kim Jaegul Choo FAtt 83 2 0 25 Oct 2022
Sim-to-Real via Sim-to-Seg: End-to-end Off-road Autonomous Driving Without Real Data John So Amber Xie Sunggoo Jung J. Edlund Rohan Thakker Ali Agha-mohammadi Pieter Abbeel Stephen James 95 9 0 25 Oct 2022
pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events Brandon Foggo Koji Yamashita N. Yu 132 3 0 25 Oct 2022
Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning Ziluo Ding Wanpeng Zhang Junpeng Yue Xiangjun Wang Tiejun Huang Zongqing Lu LLMAG AI4CE 37 5 0 25 Oct 2022
High Fidelity Neural Audio Compression Alexandre Défossez Jade Copet Gabriel Synnaeve Yossi Adi 136 674 0 24 Oct 2022
NASA: Neural Architecture Search and Acceleration for Hardware Inspired Hybrid Networks Huihong Shi Haoran You Yang Zhao Zhongfeng Wang Yingyan Lin 125 7 0 24 Oct 2022
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment Chenxiao Yang Qitian Wu Qingsong Wen Zhiqiang Zhou Liang Sun Junchi Yan OODD OOD 94 22 0 24 Oct 2022
Language-free Training for Zero-shot Video Grounding Dahye Kim Jungin Park Jiyoung Lee S. Park Kwanghoon Sohn 96 21 0 24 Oct 2022
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE Alireza Nasiri Tristan Bepler DRL 57 13 0 24 Oct 2022
Language Model Pre-Training with Sparse Latent Typing Liliang Ren Zixuan Zhang H. Wang Clare R. Voss Chengxiang Zhai Heng Ji 101 3 0 23 Oct 2022
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure Xueliang Zhao Lemao Liu Tingchen Fu Shuming Shi Dongyan Zhao Rui Yan 182 4 0 22 Oct 2022
Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior Yohan Jung Jinkyoo Park BDL 63 0 0 22 Oct 2022
R $^2$ F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language Inference Hao Wang Yixin Cao Yangguang Li Zhen Huang Kun Wang Jing Shao FedML 73 0 0 22 Oct 2022