v1v2v3v4v5 (latest)

Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

50 / 3,025 papers shown

Title
DropMessage: Unifying Random Dropping for Graph Neural Networks Taoran Fang Zhiqing Xiao Chunping Wang Jiarong Xu Xuan Yang Yang Yang 56 53 0 21 Apr 2022
AutoField: Automating Feature Selection in Deep Recommender Systems Yejing Wang Xiang Zhao Tong Xu Xianren Wu 70 67 0 19 Apr 2022
CILDA: Contrastive Data Augmentation using Intermediate Layer Knowledge Distillation Md. Akmal Haidar Mehdi Rezagholizadeh Abbas Ghaddar Khalil Bibi Philippe Langlais Pascal Poupart CLL 87 7 0 15 Apr 2022
Composite Code Sparse Autoencoders for first stage retrieval Carlos Lassance Thibault Formal Stéphane Clinchant 70 4 0 14 Apr 2022
Learning to Express in Knowledge-Grounded Conversation Xueliang Zhao Tingchen Fu Chongyang Tao Wei Wu Dongyan Zhao Rui Yan 64 6 0 12 Apr 2022
An Analysis of Discretization Methods for Communication Learning with Multi-Agent Reinforcement Learning Astrid Vanneste Simon Vanneste Kevin Mets Tom De Schepper Siegfried Mercelis Steven Latré P. Hellinckx 41 3 0 12 Apr 2022
Are Multimodal Transformers Robust to Missing Modality? Mengmeng Ma Jian Ren Long Zhao Davide Testuggine Xi Peng ViT 117 155 0 12 Apr 2022
MA-Dreamer: Coordination and communication through shared imagination Kenzo Lobos-Tsunekawa Akshay Srinivasan Michael Spranger 62 2 0 10 Apr 2022
Data Augmentation for Electrocardiograms Aniruddh Raghu Divya Shanmugam E. Pomerantsev John Guttag Collin M. Stultz 63 20 0 09 Apr 2022
Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song MoE 80 16 0 07 Apr 2022
A Wav2vec2-Based Experimental Study on Self-Supervised Learning Methods to Improve Child Speech Recognition Rishabh Jain Andrei Barcovschi Mariam Yiwere Dan Bigioi Peter Corcoran H. Cucu 54 35 0 06 Apr 2022
Deep Feature Screening: Feature Selection for Ultra High-Dimensional Data via Deep Neural Networks Kexuan Li Fangfang Wang Lingli Yang Ruiqi Liu 81 36 0 04 Apr 2022
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators Karolis Martinkus Andreas Loukas Nathanael Perraudin Roger Wattenhofer 115 70 0 04 Apr 2022
A Comprehensive Survey on Automated Machine Learning for Recommendations Bo Chen Xiangyu Zhao Yejing Wang Wenqi Fan Huifeng Guo Ruiming Tang AI4TS 121 7 0 04 Apr 2022
Simplicial Embeddings in Self-Supervised Learning and Downstream Classification Samuel Lavoie Christos Tsirigotis Max Schwarzer Ankit Vani Michael Noukhovitch Kenji Kawaguchi Rameswar Panda SSL 72 18 0 01 Apr 2022
Learning Disentangled Representations of Negation and Uncertainty J. Vasilakes Chrysoula Zerva Makoto Miwa Sophia Ananiadou SSL OOD UD CoGe DRL 90 16 0 01 Apr 2022
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition Randy Ardywibowo Shahin Boluki Zhangyang Wang Bobak J. Mortazavi Shuai Huang Xiaoning Qian 45 2 0 31 Mar 2022
Dynamic Multimodal Fusion Zihui Xue R. Marculescu 131 55 0 31 Mar 2022
Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis Karren D. Yang Dejan Marković Steven Krenn Vasu Agrawal Alexander Richard VGen 89 33 0 31 Mar 2022
End-to-End Trajectory Distribution Prediction Based on Occupancy Grid Maps Ke Guo Wenxi Liu Jia Pan 65 35 0 31 Mar 2022
Task Adaptive Parameter Sharing for Multi-Task Learning Matthew Wallingford Hao Li Alessandro Achille Avinash Ravichandran Charless C. Fowlkes Rahul Bhotika Stefano Soatto MoMe 88 63 0 30 Mar 2022
Weakly supervised causal representation learning Johann Brehmer P. D. Haan Phillip Lippe Taco S. Cohen OOD CML 107 131 0 30 Mar 2022
Tampered VAE for Improved Satellite Image Time Series Classification Xin Cai Y. Bi Peter Nicholl AI4TS 38 1 0 30 Mar 2022
The Sound of Bounding-Boxes Takashi Oya Shohei Iwase Shigeo Morishima 62 2 0 30 Mar 2022
Bayesian optimization with known experimental and design constraints for chemistry applications Riley J. Hickman Matteo Aldeghi Florian Hase A. Aspuru‐Guzik 97 29 0 29 Mar 2022
Autoregressive Co-Training for Learning Discrete Speech Representations Sung-Lin Yeh Hao Tang SSL 87 6 0 29 Mar 2022
Controllable Dynamic Multi-Task Architectures Dripta S. Raychaudhuri Yumin Suh S. Schulter Xiang Yu M. Faraki Amit K. Roy-Chowdhury Manmohan Chandraker 85 33 0 28 Mar 2022
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval A. Bhunia Subhadeep Koley Abdullah Faiz Ur Rahman Khilji Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song AAML 80 44 0 28 Mar 2022
Causality Inspired Representation Learning for Domain Generalization Fangrui Lv Jian Liang Shuang Li Bin Zang Chi Harold Liu Ziteng Wang Di Liu CML OOD 126 177 0 27 Mar 2022
Feature Selective Transformer for Semantic Image Segmentation Fangjian Lin Tianyi Wu Sitong Wu Sheng Tian Guodong Guo ViT 80 5 0 26 Mar 2022
Canary Extraction in Natural Language Understanding Models Rahil Parikh Christophe Dupuy Rahul Gupta 68 24 0 25 Mar 2022
Linking Emergent and Natural Languages via Corpus Transfer Shunyu Yao Mo Yu Yang Zhang Karthik Narasimhan J. Tenenbaum Chuang Gan 88 17 0 24 Mar 2022
Emergence of hierarchical reference systems in multi-agent communication Xenia Ohmer M. Duda Elia Bruni 142 10 0 24 Mar 2022
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors Oran Gafni Adam Polyak Oron Ashual Shelly Sheynin Devi Parikh Yaniv Taigman DiffM 102 526 0 24 Mar 2022
Rubik's Cube Operator: A Plug And Play Permutation Module for Better Arranging High Dimensional Industrial Data in Deep Convolutional Processes Luoxiao Yang Zhong Zheng Zijun Zhang 30 0 0 24 Mar 2022
Automatic Speech Recognition for Speech Assessment of Persian Preschool Children Amirhossein Abaskohi Fatemeh Mortazavi Hadi Moradi 102 7 0 24 Mar 2022
Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation Hanjie Chen Yangfeng Ji OOD AAML VLM 101 21 0 23 Mar 2022
U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search A. C. Yüzügüler Nikolaos Dimitriadis P. Frossard 50 2 0 23 Mar 2022
Meta-attention for ViT-backed Continual Learning Mengqi Xue Haofei Zhang Mingli Song Mingli Song CLL 80 43 0 22 Mar 2022
Task-guided Disentangled Tuning for Pretrained Language Models Jiali Zeng Yu Jiang Shuangzhi Wu Yongjing Yin Mu Li DRL 155 3 0 22 Mar 2022
Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression Xiaosu Zhu Jingkuan Song Lianli Gao Fengcai Zheng Hengtao Shen 62 64 0 21 Mar 2022
Calibration of Machine Reading Systems at Scale Shehzaad Dhuliawala Leonard Adolphs Rajarshi Das Mrinmaya Sachan 84 12 0 20 Mar 2022
Delta Distillation for Efficient Video Processing A. Habibian H. Yahia Davide Abati E. Gavves Fatih Porikli 49 12 0 17 Mar 2022
A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift Shi Guo Xi Yang Jianqi Ma Gaofeng Ren Lei Zhang 115 12 0 17 Mar 2022
MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering Yang Ding Jing Yu Bangchang Liu Yue Hu Mingxin Cui Qi Wu 58 64 0 17 Mar 2022
Are Shortest Rationales the Best Explanations for Human Understanding? Hua Shen Tongshuang Wu Wenbo Guo Ting-Hao 'Kenneth' Huang FAtt 79 11 0 16 Mar 2022
Unified Visual Transformer Compression Shixing Yu Tianlong Chen Jiayi Shen Huan Yuan Jianchao Tan Sen Yang Ji Liu Zhangyang Wang ViT 99 94 0 15 Mar 2022
Generating Privacy-Preserving Process Data with Deep Generative Models Keyi Li Sen Yang Travis M. Sullivan R. Burd I. Marsic SyDa 69 4 0 15 Mar 2022
SPA-VAE: Similar-Parts-Assignment for Unsupervised 3D Point Cloud Generation Shidi Li Christian J. Walder Miaomiao Liu 3DPC 78 1 0 15 Mar 2022
A review of Generative Adversarial Networks for Electronic Health Records: applications, evaluation measures and data sources Ghadeer O. Ghosheh Jin Li T. Zhu 97 42 0 14 Mar 2022