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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
Bayesian Graph Contrastive Learning Arman Hasanzadeh Mohammadreza Armandpour Ehsan Hajiramezanali Mingyuan Zhou N. Duffield K. Narayanan UQCV BDL SSL 53 5 0 15 Dec 2021
Sparse Interventions in Language Models with Differentiable Masking Nicola De Cao Leon Schmid Dieuwke Hupkes Ivan Titov 77 29 0 13 Dec 2021
Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification Yinhua Piao Sangseon Lee Dohoon Lee Sun Kim 87 35 0 13 Dec 2021
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-Identification Lin Wan Qianyan Jing Zongyuan Sun Chuan Zhang Zhihang Li Yehansen Chen SSL 96 5 0 12 Dec 2021
Curvature-guided dynamic scale networks for Multi-view Stereo Khang Truong Giang Soohwan Song Sungho Jo 3DV 107 31 0 11 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 69 6 0 10 Dec 2021
Latent Space Explanation by Intervention Itai Gat Guy Lorberbom Idan Schwartz Tamir Hazan BDL 57 14 0 09 Dec 2021
DiPS: Differentiable Policy for Sketching in Recommender Systems Aritra Ghosh Saayan Mitra Andrew Lan BDL OffRL 59 2 0 08 Dec 2021
Cross-domain User Preference Learning for Cold-start Recommendation Huiling Zhou Jie Liu Zhikang Li Jin Yu Hongxia Yang 59 0 0 07 Dec 2021
Unsupervised Learning of Compositional Scene Representations from Multiple Unspecified Viewpoints Jinyang Yuan Bin Li Xiangyang Xue CoGe OCL 104 11 0 07 Dec 2021
FedDAG: Federated DAG Structure Learning Erdun Gao Junjia Chen Li Shen Tongliang Liu Biwei Huang H. Bondell FedML 96 17 0 07 Dec 2021
Enhanced Exploration in Neural Feature Selection for Deep Click-Through Rate Prediction Models via Ensemble of Gating Layers L. Guan Xia Xiao Ming-yue Chen Youlong Cheng 62 1 0 07 Dec 2021
Interpretable Image Classification with Differentiable Prototypes Assignment Dawid Rymarczyk Lukasz Struski Michal Górszczak K. Lewandowska Jacek Tabor Bartosz Zieliñski 87 102 0 06 Dec 2021
AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural Networks Huu Le R. Høier Che-Tsung Lin Christopher Zach 84 17 0 06 Dec 2021
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning Zixuan Ke Bing-Quan Liu Nianzu Ma Hu Xu Lei Shu CLL 227 127 0 05 Dec 2021
Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations Wolfgang Stammer Marius Memmel P. Schramowski Kristian Kersting 183 27 0 04 Dec 2021
Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation Minghui Hu Yujie Wang Tat-Jen Cham Jianfei Yang P.N.Suganthan DiffM 63 43 0 03 Dec 2021
D3Net: A Unified Speaker-Listener Architecture for 3D Dense Captioning and Visual Grounding Dave Zhenyu Chen Qirui Wu Matthias Nießner Angel X. Chang 83 32 0 02 Dec 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information Zhiling Wang Shimin Di Lei Chen GNN AI4CE 94 40 0 02 Dec 2021
Visual-Semantic Transformer for Scene Text Recognition Xin Tang Yongquan Lai Ying Liu Yuanyuan Fu Rui Fang ViT 68 9 0 02 Dec 2021
Wish you were here: Hindsight Goal Selection for long-horizon dexterous manipulation Todor Davchev Oleg O. Sushkov Jean-Baptiste Regli S. Schaal Y. Aytar Markus Wulfmeier Jonathan Scholz 57 18 0 01 Dec 2021
Human-Object Interaction Detection via Weak Supervision Mert Kilickaya A. Smeulders 68 6 0 01 Dec 2021
What to Learn, and How: Toward Effective Learning from Rationales Samuel Carton Surya Kanoria Chenhao Tan 137 25 0 30 Nov 2021
Improvement in Machine Translation with Generative Adversarial Networks J. Ahn H. Madhu V. Nguyen GAN AI4CE 32 2 0 30 Nov 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 206 692 0 29 Nov 2021
Self-supervised Feature-Gate Coupling for Dynamic Network Pruning Mengnan Shi Chang-rui Liu Jianbin Jiao QiXiang Ye 82 1 0 29 Nov 2021
SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection Tiange Xiang Yixiao Zhang Yongyi Lu Alan Yuille Chaoyi Zhang Weidong (Tom) Cai Zongwei Zhou UQCV 115 44 0 26 Nov 2021
Learning source-aware representations of music in a discrete latent space Jinsung Kim Yeong-Seok Jeong Woosung Choi Jaehwa Chung Soonyoung Jung BDL DRL 58 0 0 26 Nov 2021
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition Hao Liu Xinghua Jiang Xin Li Zhimin Bao Deqiang Jiang Bo Ren ViT 79 16 0 25 Nov 2021
Sparse is Enough in Scaling Transformers Sebastian Jaszczur Aakanksha Chowdhery Afroz Mohiuddin Lukasz Kaiser Wojciech Gajewski Henryk Michalewski Jonni Kanerva MoE 71 102 0 24 Nov 2021
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes Sam Bond-Taylor P. Hessey Hiroshi Sasaki T. Breckon Chris G. Willcocks DiffM 126 72 0 24 Nov 2021
Towards Empirical Sandwich Bounds on the Rate-Distortion Function Yibo Yang Stephan Mandt 114 25 0 23 Nov 2021
Variational Learning for Unsupervised Knowledge Grounded Dialogs Mayank Mishra Dhiraj Madan Gaurav Pandey Danish Contractor 77 3 0 23 Nov 2021
Efficient Video Transformers with Spatial-Temporal Token Selection Junke Wang Xitong Yang Hengduo Li Li Liu Zuxuan Wu Yu-Gang Jiang ViT 68 67 0 23 Nov 2021
Plan Better Amid Conservatism: Offline Multi-Agent Reinforcement Learning with Actor Rectification L. Pan Longbo Huang Tengyu Ma Huazhe Xu OffRL OnRL 125 55 0 22 Nov 2021
L-Verse: Bidirectional Generation Between Image and Text Taehoon Kim Gwangmo Song Sihaeng Lee Sangyun Kim Yewon Seo Soonyoung Lee S. Kim Honglak Lee Kyunghoon Bae 166 26 0 22 Nov 2021
Maximum Mean Discrepancy for Generalization in the Presence of Distribution and Missingness Shift Liwn Ouyang Aaron Key 77 11 0 19 Nov 2021
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression Yuezhou Sun Wenlong Zhao Lijun Zhang Xiao Liu Hui Guan Matei A. Zaharia 89 0 0 19 Nov 2021
FBNetV5: Neural Architecture Search for Multiple Tasks in One Run Bichen Wu Chaojian Li Hang Zhang Xiaoliang Dai Peizhao Zhang Matthew Yu Jialiang Wang Yingyan Lin Peter Vajda ViT 151 24 0 19 Nov 2021
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu ... Yatharth Saraf J. Pino Alexei Baevski Alexis Conneau Michael Auli SSL 116 713 0 17 Nov 2021
Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction Kosuke Nishida Kyosuke Nishida Itsumi Saito Sen Yoshida 80 7 0 17 Nov 2021
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 114 53 0 16 Nov 2021
Learning Augmentation Distributions using Transformed Risk Minimization Evangelos Chatzipantazis Stefanos Pertigkiozoglou Kostas Daniilidis Yan Sun 81 15 0 16 Nov 2021
Joint Unsupervised and Supervised Training for Multilingual ASR Junwen Bai Yue Liu Yu Zhang Ankur Bapna Nikhil Siddhartha K. Sim Tara N. Sainath 88 59 0 15 Nov 2021
Modular Networks Prevent Catastrophic Interference in Model-Based Multi-Task Reinforcement Learning Robin Schiewer Laurenz Wiskott 24 3 0 15 Nov 2021
Linear, or Non-Linear, That is the Question! Taeyong Kong Taeri Kim Jinsung Jeon Jeongwhan Choi Yeon-Chang Lee Noseong Park Sang-Wook Kim 86 62 0 14 Nov 2021
Bi-Discriminator Class-Conditional Tabular GAN Mohammad Esmaeilpour Nourhene Chaalia Adel Abusitta François-Xavier Devailly Wissem Maazoun P. Cardinal 76 12 0 12 Nov 2021
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation John Yang Yash Bhalgat Simyung Chang Fatih Porikli Nojun Kwak 3DH 58 6 0 11 Nov 2021
Learning Generalized Gumbel-max Causal Mechanisms Guy Lorberbom Daniel D. Johnson Chris J. Maddison Daniel Tarlow Tamir Hazan CML 72 20 0 11 Nov 2021
Catalytic Role Of Noise And Necessity Of Inductive Biases In The Emergence Of Compositional Communication Lukasz Kuciñski Tomasz Korbak P. Kołodziej Piotr Milo's 111 20 0 11 Nov 2021