v1v2v3v4v5 (latest)

Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

50 / 3,025 papers shown

Title
Speech Enhancement Using Self-Supervised Pre-Trained Model and Vector Quantization Xiaokang Zhao Qiu-shi Zhu Jie Zhang 117 5 0 28 Sep 2022
Dynamic MDETR: A Dynamic Multimodal Transformer Decoder for Visual Grounding Fengyuan Shi Ruopeng Gao Weilin Huang Limin Wang 105 28 0 28 Sep 2022
Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations Vy Vo Trung Le Van Nguyen He Zhao Edwin V. Bonilla Gholamreza Haffari Dinh Q. Phung CML 120 13 0 27 Sep 2022
Diversified Dynamic Routing for Vision Tasks Botos Csaba Adel Bibi Yanwei Li Philip Torr Ser-Nam Lim MoE 119 0 0 26 Sep 2022
Investigation of Machine Learning-based Coarse-Grained Mapping Schemes for Organic Molecules Dimitris Nasikas E. Ricci Georgios Paliouras V. Karkaletsis D. Theodorou Niki Vergadou 78 6 0 26 Sep 2022
The Efficacy of Self-Supervised Speech Models for Audio Representations Tung-Yu Wu Chen-An Li Tzu-Han Lin Tsung-Yuan Hsu Hung-yi Lee 81 5 0 26 Sep 2022
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search Slawomir Kierat Mateusz Sieniawski Denys Fridman Chendi Yu Szymon Migacz Pawel M. Morkisz A. Fit-Florea 3DPC 57 0 0 23 Sep 2022
Amortized Variational Inference: A Systematic Review Ankush Ganguly Sanjana Jain Ukrit Watchareeruetai 97 17 0 22 Sep 2022
Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers Ruisi Zhang Seira Hidano F. Koushanfar SILM 143 28 0 21 Sep 2022
Approximate sampling and estimation of partition functions using neural networks George T. Cantwell BDL DRL 52 1 0 21 Sep 2022
Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation Songjie Xie Shuaijie Ma Ming Ding Yuanming Shi Ming-Fu Tang Youlong Wu 120 74 0 21 Sep 2022
Statement-Level Vulnerability Detection: Learning Vulnerability Patterns Through Information Theory and Contrastive Learning Van Nguyen Trung Le Chakkrit Tantithamthavorn Michael Fu John C. Grundy Hung Nguyen S. Çamtepe Paul Quirk Dinh Q. Phung 94 4 0 20 Sep 2022
D&D: Learning Human Dynamics from Dynamic Camera Jiefeng Li Siyuan Bian Chaoshun Xu Gang Liu Gang Yu Cewu Lu 81 39 0 19 Sep 2022
Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation Minghui Zhang Guangyao Yang Yun Gu 62 5 0 17 Sep 2022
A Biologically-Inspired Dual Stream World Model Arthur Juliani Margaret E. Sereno 91 0 0 16 Sep 2022
Semi-supervised Batch Learning From Logged Data Gholamali Aminian Armin Behnamnia R. Vega Laura Toni Chengchun Shi Hamid R. Rabiee Omar Rivasplata Miguel R. D. Rodrigues OffRL 80 1 0 15 Sep 2022
Fair Inference for Discrete Latent Variable Models Rashidul Islam Shimei Pan James R. Foulds FaML 95 1 0 15 Sep 2022
Towards Better Generalization with Flexible Representation of Multi-Module Graph Neural Networks Hyungeun Lee Kijung Yoon AI4CE 85 2 0 14 Sep 2022
DMCA: Dense Multi-agent Navigation using Attention and Communication Senthil Hariharan Arul Amrit Singh Bedi Tianyi Zhou 108 3 0 14 Sep 2022
Residual Correction in Real-Time Traffic Forecasting Daejin Kim Young Cho Dongmin Kim Cheonbok Park Jaegul Choo 108 7 0 12 Sep 2022
Structured Recognition for Generative Models with Explaining Away Changmin Yu Hugo Soulat Neil Burgess M. Sahani CML BDL 96 3 0 12 Sep 2022
Adaptive Perturbation-Based Gradient Estimation for Discrete Latent Variable Models Pasquale Minervini Luca Franceschi Mathias Niepert 103 11 0 11 Sep 2022
Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps Alireza Ganjdanesh Shangqian Gao Heng-Chiao Huang FAtt AAML 104 21 0 07 Sep 2022
Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition Tianjiao Li Lin Geng Foo Qiuhong Ke Hossein Rahmani Anran Wang Jinghua Wang Jing Liu 81 23 0 03 Sep 2022
DSE-GAN: Dynamic Semantic Evolution Generative Adversarial Network for Text-to-Image Generation Mengqi Huang Zhendong Mao Penghui Wang Quang Wang Yongdong Zhang 70 21 0 03 Sep 2022
Object-based active inference R. S. V. Bergen Pablo Lanillos OCL AI4CE 80 6 0 02 Sep 2022
The Neural Process Family: Survey, Applications and Perspectives Saurav Jha Dong Gong Xuesong Wang Richard Turner L. Yao BDL 166 24 0 01 Sep 2022
You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms Xiangzhong Luo Di Liu Hao Kong Shuo Huai Hui Chen Weichen Liu 120 9 0 30 Aug 2022
Bayesian Continual Learning via Spiking Neural Networks N. Skatchkovsky Hyeryung Jang Osvaldo Simeone BDL 83 18 0 29 Aug 2022
A Survey on Temporal Graph Representation Learning and Generative Modeling Shubham Gupta Srikanta J. Bedathur AI4TS AI4CE 87 7 0 25 Aug 2022
DIDER: Discovering Interpretable Dynamically Evolving Relations Enna Sachdeva Chiho Choi 109 2 0 22 Aug 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey Dalin Zhang Kaixuan Chen Yan Zhao B. Yang Li-Ping Yao Christian S. Jensen 129 3 0 22 Aug 2022
Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure Prediction Jun Zhang Sirui Liu Mengyun Chen Haotian Chu Min Wang ... Yue Yang Boxin Xue Lijiang Yang Yuan Liu Y. Gao 104 6 0 20 Aug 2022
Fully Automated End-to-End Fake Audio Detection Chenglong Wang Jiangyan Yi J. Tao Haiyang Sun Xun Chen Zhengkun Tian Haoxin Ma Cunhang Fan Ruibo Fu 53 30 0 20 Aug 2022
Multimodal Lecture Presentations Dataset: Understanding Multimodality in Educational Slides Dong Won Lee Chaitanya Ahuja Paul Pu Liang Sanika Natu Louis-Philippe Morency 141 8 0 17 Aug 2022
Training Latent Variable Models with Auto-encoding Variational Bayes: A Tutorial Yang Zhi-Han BDL DRL 64 5 0 16 Aug 2022
Learnable Filters for Geometric Scattering Modules Alexander Tong Frederik Wenkel Dhananjay Bhaskar Kincaid MacDonald Jackson D. Grady Michael Perlmutter Smita Krishnaswamy Guy Wolf 28 9 0 15 Aug 2022
RuDi: Explaining Behavior Sequence Models by Automatic Statistics Generation and Rule Distillation Yao Zhang Yun Xiong Yiheng Sun Caihua Shan Tian Lu Hui Song Yangyong Zhu 70 2 0 12 Aug 2022
Gradient Estimation for Binary Latent Variables via Gradient Variance Clipping Russell Z. Kunes Mingzhang Yin Max Land Doron Haviv Dana Peér Simon Tavaré BDL 100 3 0 12 Aug 2022
Mixed-Precision Neural Networks: A Survey M. Rakka M. Fouda Pramod P. Khargonekar Fadi J. Kurdahi MQ 110 13 0 11 Aug 2022
Learning Based Joint Coding-Modulation for Digital Semantic Communication Systems Yufei Bo Yiheng Duan Shuo Shao M. Tao 58 24 0 11 Aug 2022
Flexible Unsupervised Learning for Massive MIMO Subarray Hybrid Beamforming Hamed Hojatian Jérémy Nadal J. Frigon Franccois Leduc-Primeau 44 12 0 10 Aug 2022
Modeling Diverse Chemical Reactions for Single-step Retrosynthesis via Discrete Latent Variables Huarui He Jie Wang Yunfei Liu Feng Wu BDL 61 7 0 10 Aug 2022
Learning to Improve Code Efficiency Bing Chen Daniel Tarlow Kevin Swersky Martin Maas P. Heiber Ashish Naik Milad Hashemi Parthasarathy Ranganathan 85 9 0 09 Aug 2022
Controlled Sparsity via Constrained Optimization or: How I Learned to Stop Tuning Penalties and Love Constraints Jose Gallego-Posada Juan Ramirez Akram Erraqabi Yoshua Bengio Simon Lacoste-Julien 160 22 0 08 Aug 2022
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions Nikolaos Karalias Joshua Robinson Andreas Loukas Stefanie Jegelka 130 9 0 08 Aug 2022
Learning Modular Structures That Generalize Out-of-Distribution Arjun Ashok Chaitanya Devaguptapu V. Balasubramanian OOD 57 1 0 07 Aug 2022
Preserving Fine-Grain Feature Information in Classification via Entropic Regularization Raphael Baena Lucas Drumetz Vincent Gripon 68 3 0 07 Aug 2022
Analyzing Data-Centric Properties for Graph Contrastive Learning Puja Trivedi Ekdeep Singh Lubana Mark Heimann Danai Koutra Jayaraman J. Thiagarajan 107 11 0 04 Aug 2022
InitialGAN: A Language GAN with Completely Random Initialization Da Ren Qing Li GAN 96 2 0 04 Aug 2022