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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
GPPF: A General Perception Pre-training Framework via Sparsely Activated Multi-Task Learning Benyuan Sun Jinqiao Dai Zihao Liang Cong Liu Yi Yang Bo Bai MoE 84 4 0 03 Aug 2022
VQ-T: RNN Transducers using Vector-Quantized Prediction Network States Jiatong Shi G. Saon David Haws Shinji Watanabe Brian Kingsbury 63 3 0 03 Aug 2022
Learning Multi-Object Symbols for Manipulation with Attentive Deep Effect Predictors Alper Ahmetoglu Erhan Öztop Emre Ugur 72 4 0 01 Aug 2022
Augmenting Vision Language Pretraining by Learning Codebook with Visual Semantics Xiaoyuan Guo Jiali Duan C.-C. Jay Kuo J. Gichoya Imon Banerjee VLM 56 1 0 31 Jul 2022
Learning Phone Recognition from Unpaired Audio and Phone Sequences Based on Generative Adversarial Network Da-Rong Liu Po-Chun Hsu Yi-Chen Chen Sung-Feng Huang Shun-Po Chuang Da-Yi Wu Hung-yi Lee GAN 77 7 0 29 Jul 2022
MarkerMap: nonlinear marker selection for single-cell studies Nabeel Sarwar Wilson Gregory George A. Kevrekidis Soledad Villar Bianca Dumitrascu 50 4 0 28 Jul 2022
Unsupervised Training for Neural TSP Solver Eliza Gaile Andis Draguns Emils Ozolicnvs Kārlis Freivalds 34 5 0 27 Jul 2022
Boosting Point-BERT by Multi-choice Tokens Kexue Fu Ming-Dong Yuan Manning Wang 3DPC 77 7 0 27 Jul 2022
Generalized Probabilistic U-Net for medical image segementation Ishaan Bhat J. Pluim Hugo J. Kuijf OOD 55 9 0 26 Jul 2022
Equivariant and Invariant Grounding for Video Question Answering Yicong Li Xiang Wang Junbin Xiao Tat-Seng Chua 98 27 0 26 Jul 2022
Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis Raul Fernandez David Haws Guy Lorberbom Slava Shechtman A. Sorin 51 10 0 25 Jul 2022
Advancing Semi-Supervised Task Oriented Dialog Systems by JSA Learning of Discrete Latent Variable Models Yucheng Cai Hong Liu Zhijian Ou Y. Huang Junlan Feng BDL 66 3 0 25 Jul 2022
Dynamic Channel Selection in Self-Supervised Learning Tarun Krishna Ayush K. Rai Y. A. D. Djilali Alan F. Smeaton Kevin McGuinness Noel E. O'Connor SSL 77 2 0 25 Jul 2022
Auto-regressive Image Synthesis with Integrated Quantization Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Kai Cui Changgong Zhang Shijian Lu 116 11 0 21 Jul 2022
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance Zhihang Zhong Xiao Sun Zhirong Wu Yinqiang Zheng Stephen Lin Imari Sato 3DH 73 22 0 20 Jul 2022
Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 90 47 0 20 Jul 2022
ERA: Expert Retrieval and Assembly for Early Action Prediction Lin Geng Foo Tianjiao Li Hossein Rahmani Qiuhong Ke Jing Liu 75 15 0 20 Jul 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 114 461 0 19 Jul 2022
Deeply-Learned Generalized Linear Models with Missing Data David K. Lim N. Rashid Junier B Oliva J. Ibrahim AI4CE 46 1 0 18 Jul 2022
Guaranteed Discovery of Control-Endogenous Latent States with Multi-Step Inverse Models Alex Lamb Riashat Islam Yonathan Efroni Aniket Didolkar Dipendra Kumar Misra Dylan J. Foster Lekan Molu Rajan Chari A. Krishnamurthy John Langford 99 24 0 17 Jul 2022
Partial Disentanglement via Mechanism Sparsity Sébastien Lachapelle Simon Lacoste-Julien 79 25 0 15 Jul 2022
Sparse Relational Reasoning with Object-Centric Representations Alex F Spies Alessandra Russo Murray Shanahan OCL NAI 50 3 0 15 Jul 2022
Learning to translate by learning to communicate C.M. Downey Xuhui Zhou Leo Z. Liu Shane Steinert-Threlkeld 83 5 0 14 Jul 2022
E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network Guimei Cao Zhanzhan Cheng Yunlu Xu Duo Li Shiliang Pu Yi Niu Leilei Gan CLL 77 2 0 14 Jul 2022
Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting Ying-Cong Chen Liang Qiao1 Zhanzhan Cheng Shiliang Pu Yi Niu Xi Li 94 4 0 14 Jul 2022
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets Lu Zeng S. Parthasarathi Yuzong Liu Alex Escott S. Cheekatmalla N. Strom S. Vitaladevuni MQ 97 5 0 13 Jul 2022
MRF-UNets: Searching UNet with Markov Random Fields Zifu Wang Matthew B. Blaschko 73 6 0 13 Jul 2022
Unsupervised Learning for Combinatorial Optimization with Principled Objective Relaxation Haoyu Wang Nan Wu Hang Yang Cong Hao Pan Li 108 32 0 13 Jul 2022
Latent Variable Models for Bayesian Causal Discovery Jithendaraa Subramanian Yashas Annadani Ivaxi Sheth Stefan Bauer Derek Nowrouzezahrai Samira Ebrahimi Kahou CML BDL 73 1 0 12 Jul 2022
Efficient Real-world Testing of Causal Decision Making via Bayesian Experimental Design for Contextual Optimisation Desi R. Ivanova Joel Jennings Cheng Zhang Adam Foster CML 67 2 0 12 Jul 2022
Efficient Human Vision Inspired Action Recognition using Adaptive Spatiotemporal Sampling Khoi-Nguyen C. Mac Minh Do Minh Vo TTA 108 2 0 12 Jul 2022
Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning Jan Achterhold Markus Krimmel Joerg Stueckler 119 10 0 11 Jul 2022
Adaptive Graph Spatial-Temporal Transformer Network for Traffic Flow Forecasting Aosong Feng Leandros Tassiulas AI4TS 73 62 0 09 Jul 2022
Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification Lin Wu Lingqiao Liu Yang Wang Zheng Zhang F. Boussaïd Bennamoun 88 24 0 09 Jul 2022
L $_0$ onie: Compressing COINs with L $_0$ -constraints Juan Ramirez Jose Gallego-Posada 75 5 0 08 Jul 2022
kMaX-DeepLab: k-means Mask Transformer Qihang Yu Huiyu Wang Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 185 19 0 08 Jul 2022
Hidden Schema Networks Ramses J. Sanchez L. Conrads Pascal Welke K. Cvejoski C. Ojeda NAI MILM 65 3 0 08 Jul 2022
Should All Proposals be Treated Equally in Object Detection? Yunsheng Li Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Pei Yu Jing Yin Lu Yuan Zicheng Liu Nuno Vasconcelos ObjD 48 4 0 07 Jul 2022
An Additive Instance-Wise Approach to Multi-class Model Interpretation Vy Vo Van Nguyen Trung Le Quan Hung Tran Gholamreza Haffari S. Çamtepe Dinh Q. Phung FAtt 134 5 0 07 Jul 2022
Predicting Opinion Dynamics via Sociologically-Informed Neural Networks Maya Okawa Tomoharu Iwata AI4CE PINN 55 24 0 07 Jul 2022
Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution Wenjie Li Juncheng Li Guangwei Gao Jiantao Zhou Jian Yang Guo-Jun Qi SupR 127 35 0 06 Jul 2022
A survey of multimodal deep generative models Masahiro Suzuki Y. Matsuo SyDa DRL 84 82 0 05 Jul 2022
Compute Cost Amortized Transformer for Streaming ASR Yifan Xie J. Macoskey Martin H. Radfar Feng-Ju Chang Brian King Ariya Rastrow Athanasios Mouchtaris Grant P. Strimel 41 8 0 05 Jul 2022
TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts Chuan Guo Xinxin Xuo Sen Wang Li Cheng VGen 199 244 0 04 Jul 2022
Dynamic Spatial Sparsification for Efficient Vision Transformers and Convolutional Neural Networks Yongming Rao Zuyan Liu Wenliang Zhao Jie Zhou Jiwen Lu ViT 94 38 0 04 Jul 2022
Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging? Xiang Zhou Shiyue Zhang Joey Tianyi Zhou 67 1 0 30 Jun 2022
iEmoTTS: Toward Robust Cross-Speaker Emotion Transfer and Control for Speech Synthesis based on Disentanglement between Prosody and Timbre Guangyan Zhang Ying Qin Weinan Zhang Jialun Wu Mei Li Yu Gai Feijun Jiang Tan Lee 108 27 0 29 Jun 2022
Information Entropy Initialized Concrete Autoencoder for Optimal Sensor Placement and Reconstruction of Geophysical Fields Nikita A. Turko A. Lobashev K. Ushakov M. Kaurkin R. Ibrayev 61 1 0 28 Jun 2022
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Byeonggeun Kim Seunghan Yang Inseop Chung Simyung Chang 68 14 0 28 Jun 2022
Wav2Vec-Aug: Improved self-supervised training with limited data Anuroop Sriram Michael Auli Alexei Baevski SSL VLM 45 15 0 27 Jun 2022