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Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

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Title
Generalized Differentiable RANSAC Tong Wei Yash J. Patel Alexander Shekhovtsov Juan E. Sala Matas Dániel Baráth 82 31 0 26 Dec 2022
Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program Tiange Luo Honglak Lee Justin Johnson 94 5 0 25 Dec 2022
Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer Evelyn A. Stump Francesco Luzi L. Collins Jordan M. Malof 88 1 0 24 Dec 2022
Hyperspherical Quantization: Toward Smaller and More Accurate Models Dan Liu X. Chen Chen Ma Xue Liu MQ 70 3 0 24 Dec 2022
Hyperspherical Loss-Aware Ternary Quantization Dan Liu Xue Liu MQ 65 0 0 24 Dec 2022
A-NeSI: A Scalable Approximate Method for Probabilistic Neurosymbolic Inference Emile van Krieken Thiviyan Thanapalasingam Jakub M. Tomczak F. V. Harmelen A. T. Teije 106 40 0 23 Dec 2022
Adapting to Latent Subgroup Shifts via Concepts and Proxies Ibrahim Alabdulmohsin Nicole Chiou Alexander DÁmour Arthur Gretton Sanmi Koyejo Matt J. Kusner Stephen Pfohl Olawale Salaudeen Jessica Schrouff Katherine Tsai 143 11 0 21 Dec 2022
Generating music with sentiment using Transformer-GANs Pedro Neves José Fornari J. Florindo MGen 57 23 0 21 Dec 2022
Semantically-informed Hierarchical Event Modeling Shubhashis Roy Dipta Mehdi Rezaee Francis Feraro 79 2 0 20 Dec 2022
A survey on text generation using generative adversarial networks Gustavo de Rosa João Paulo Papa GAN 62 93 0 20 Dec 2022
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Zorah Lähner 104 25 0 20 Dec 2022
Plug & Play Directed Evolution of Proteins with Gradient-based Discrete MCMC Patrick Emami Aidan Perreault Jeffrey N. Law David J. Biagioni Peter C. St. John 97 15 0 20 Dec 2022
MIST: Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering Difei Gao Luowei Zhou Lei Ji Linchao Zhu Yezhou Yang Mike Zheng Shou 87 60 0 19 Dec 2022
TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization Bairu Hou Jinghan Jia Yihua Zhang Guanhua Zhang Yang Zhang Sijia Liu Shiyu Chang SILM AAML 66 24 0 19 Dec 2022
A Survey on Password Guessing Lam C. Tran Thuc Nguyen Changho Seo Hyunil Kim Deokjai Choi 54 1 0 17 Dec 2022
Visually-augmented pretrained language models for NLP tasks without images Hangyu Guo Kun Zhou Wayne Xin Zhao Qinyu Zhang Ji-Rong Wen VLM 67 10 0 15 Dec 2022
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation A. Das Yongqin Xian Yang He Zeynep Akata Bernt Schiele 60 15 0 15 Dec 2022
Modeling Multimodal Aleatoric Uncertainty in Segmentation with Mixture of Stochastic Experts Zhitong Gao Yucong Chen Chuyu Zhang Xuming He UQCV 59 5 0 14 Dec 2022
Learning and Predicting Multimodal Vehicle Action Distributions in a Unified Probabilistic Model Without Labels Charles Richter Patrick R. Barragán S. Karaman SSL 77 1 0 14 Dec 2022
HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping Qinghe Wang Lijie Liu Miao Hua Pengfei Zhu W. Zuo Qinghua Hu Huchuan Lu Bing Cao DiffM 68 9 0 13 Dec 2022
State-Regularized Recurrent Neural Networks to Extract Automata and Explain Predictions Cheng Wang Carolin (Haas) Lawrence Mathias Niepert 79 3 0 10 Dec 2022
Leveraging Spatio-Temporal Dependency for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Suhwan Cho Sungmin Woo Sungjun Jang Sangyoun Lee 97 19 0 09 Dec 2022
Learning Options via Compression Yiding Jiang Emmy Liu Benjamin Eysenbach Zico Kolter Chelsea Finn OffRL 95 14 0 08 Dec 2022
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction K. Bhaumik Fahim Faisal Niloy Saif Mahmud Simon S. Woo AI4TS 112 2 0 08 Dec 2022
Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information Fenglin Ding Genshun Wan Pengcheng Li Jia Pan Cong Liu SSL 85 1 0 07 Dec 2022
Data Imputation with Iterative Graph Reconstruction J. Zhong Weiwei Ye Ning Gui 77 13 0 06 Dec 2022
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation Xin Li Cuiling Lan Guoqiang Wei Zhibo Chen 98 4 0 06 Dec 2022
Interpretable Node Representation with Attribute Decoding Xiaohui Chen Xi Chen Liping Liu 82 4 0 03 Dec 2022
VLG: General Video Recognition with Web Textual Knowledge Jintao Lin Zhaoyang Liu Wenhai Wang Wayne Wu Limin Wang 94 1 0 03 Dec 2022
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs Junbum Cha Jonghwan Mun Byungseok Roh VLM 131 91 0 01 Dec 2022
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder Bin Sun Shaoxiong Feng Yiwei Li Weichao Wang Fei Mi Yitong Li Kan Li 78 1 0 01 Dec 2022
Linking Sketch Patches by Learning Synonymous Proximity for Graphic Sketch Representation Sicong Zang Shikui Tu Lei Xu 67 7 0 30 Nov 2022
Continual Learning with Optimal Transport based Mixture Model Quyen Tran Hoang Phan Khoat Than Dinh Q. Phung Trung Le CLL 62 1 0 30 Nov 2022
From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-Resolution Jie Liu Chaoqian Chen Jie Tang Gangshan Wu SupR 72 13 0 30 Nov 2022
PatchMix Augmentation to Identify Causal Features in Few-shot Learning C. Xu Chen Liu Xinwei Sun Siqian Yang Yabiao Wang Chengjie Wang Yanwei Fu 62 17 0 29 Nov 2022
Learning Antidote Data to Individual Unfairness Peizhao Li Ethan Xia Hongfu Liu FedML FaML 97 9 0 29 Nov 2022
Continuous Neural Algorithmic Planners Yu He Petar Velivcković Pietro Lio Andreea Deac 77 6 0 29 Nov 2022
Mathematically Modeling the Lexicon Entropy of Emergent Language Brendon Boldt David R. Mortensen 136 2 0 28 Nov 2022
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation Huaishao Luo Junwei Bao Youzheng Wu Xiaodong He Tianrui Li VLM 122 154 0 27 Nov 2022
BadPrompt: Backdoor Attacks on Continuous Prompts Xiangrui Cai Haidong Xu Sihan Xu Ying Zhang Xiaojie Yuan SILM 85 67 0 27 Nov 2022
Unifying conditional and unconditional semantic image synthesis with OCO-GAN Marlene Careil Stéphane Lathuilière Camille Couprie Jakob Verbeek VLM 74 0 0 25 Nov 2022
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating Yixin Liu Yizhen Zheng Daokun Zhang V. Lee Shirui Pan 62 78 0 25 Nov 2022
Learning Visual Planning Models from Partially Observed Images Kebing Jin Zhanhao Xiao Hankui Zhuo Hai Wan Jiaran Cai 56 0 0 25 Nov 2022
ComCLIP: Training-Free Compositional Image and Text Matching Kenan Jiang Xuehai He Ruize Xu Xinze Wang VLM CLIP CoGe 112 20 0 25 Nov 2022
End-to-End Stochastic Optimization with Energy-Based Model Lingkai Kong Jiaming Cui Yuchen Zhuang Rui Feng B. Prakash Chao Zhang 55 18 0 25 Nov 2022
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Ran Gu Guotai Wang Jiangshan Lu Jingyang Zhang Wenhui Lei ... Wenjun Liao Shichuan Zhang Kang Li Dimitris N. Metaxas Shaoting Zhang MedIm 117 30 0 22 Nov 2022
Latent Iterative Refinement for Modular Source Separation Dimitrios Bralios Efthymios Tzinis Gordon Wichern Paris Smaragdis Jonathan Le Roux BDL 67 5 0 22 Nov 2022
Normalizing Flow with Variational Latent Representation Hanze Dong Shizhe Diao Weizhong Zhang Tong Zhang BDL OOD DRL 72 0 0 21 Nov 2022
Compositional Scene Modeling with Global Object-Centric Representations Tonglin Chen Bin Li Zhimeng Shen Xiangyang Xue OCL 90 2 0 21 Nov 2022
SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training Yuanze Lin Chen Wei Huiyu Wang Alan Yuille Cihang Xie 3DGS 123 15 0 21 Nov 2022