Categorical Reparameterization with Gumbel-Softmax

3 November 2016

Papers citing "Categorical Reparameterization with Gumbel-Softmax"

50 / 1,022 papers shown

Title
M $^3$ CS: Multi-Target Masked Point Modeling with Learnable Codebook and Siamese Decoders Qibo Qiu Honghui Yang Wenxiao Wang Shun Zhang Haiming Gao Haochao Ying Wei Hua Xiaofei He 3DPC 36 0 0 23 Sep 2023
Autoregressive Sign Language Production: A Gloss-Free Approach with Discrete Representations Eui Jun Hwang Huije Lee Jong C. Park SLR 42 6 0 21 Sep 2023
Neural Image Compression Using Masked Sparse Visual Representation Wei Jiang Wei Wang Yuewei Chen 18 7 0 20 Sep 2023
Differentiable Resolution Compression and Alignment for Efficient Video Classification and Retrieval Rui Deng Qian Wu Yuke Li Haoran Fu 26 2 0 15 Sep 2023
Unsupervised Chunking with Hierarchical RNN Zijun Wu Anup Anand Deshmukh Yongkang Wu Jimmy Lin Lili Mou 34 3 0 10 Sep 2023
A Probabilistic Semi-Supervised Approach with Triplet Markov Chains Katherine Morales Y. Petetin 8 0 0 07 Sep 2023
Temporal Collection and Distribution for Referring Video Object Segmentation Jiajin Tang Ge Zheng Sibei Yang VOS 36 14 0 07 Sep 2023
Differentiable Bayesian Structure Learning with Acyclicity Assurance Quang-Duy Tran Phuoc Nguyen Bao Duong Thin Nguyen 32 2 0 04 Sep 2023
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction Mohsen Zand Ali Etemad Michael A. Greenspan 3DH 17 2 0 31 Aug 2023
VoroMesh: Learning Watertight Surface Meshes with Voronoi Diagrams Nissim Maruani Roman Klokov M. Ovsjanikov Pierre Alliez Mathieu Desbrun 3DV 30 17 0 28 Aug 2023
Differentiable Weight Masks for Domain Transfer Samarth Khanna Skanda Vaidyanath Akash Velu 34 0 0 26 Aug 2023
Single-User Injection for Invisible Shilling Attack against Recommender Systems Chengzhi Huang Hui Li 29 13 0 21 Aug 2023
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification Chenyu Zhao Yunjiang Jiang Yiming Qiu Han Zhang Wen-Yun Yang RALM 34 5 0 18 Aug 2023
AudioFormer: Audio Transformer learns audio feature representations from discrete acoustic codes Zhaohui Li Haitao Wang Xinghua Jiang 40 1 0 14 Aug 2023
Learning nonparametric DAGs with incremental information via high-order HSIC Yafei Wang Jianguo Liu CML 27 0 0 11 Aug 2023
DF2: Distribution-Free Decision-Focused Learning Lingkai Kong Wenhao Mu Jiaming Cui Yuchen Zhuang B. Prakash Bo Dai Chao Zhang OffRL 41 1 0 11 Aug 2023
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning Jingdi Chen Tian-Shing Lan Carlee Joe-Wong 17 15 0 07 Aug 2023
LUCID-GAN: Conditional Generative Models to Locate Unfairness Andres Algaba Carmen Mazijn Carina E. A. Prunkl J. Danckaert Vincent Ginis SyDa 42 1 0 28 Jul 2023
Incrementally-Computable Neural Networks: Efficient Inference for Dynamic Inputs Or Sharir Anima Anandkumar 32 0 0 27 Jul 2023
TimeGNN: Temporal Dynamic Graph Learning for Time Series Forecasting Nancy R. Xu Chrysoula Kosma Michalis Vazirgiannis AI4TS AI4CE 38 6 0 27 Jul 2023
Efficient Learning of Discrete-Continuous Computation Graphs David Friede Mathias Niepert 13 3 0 26 Jul 2023
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports Pujin Cheng Li Lin Junyan Lyu Yijin Huang Wenhan Luo Xiaoying Tang MedIm 37 45 0 24 Jul 2023
RADAR: Robust AI-Text Detection via Adversarial Learning Xiaomeng Hu Pin-Yu Chen Tsung-Yi Ho DeLMO 52 110 0 07 Jul 2023
Align With Purpose: Optimize Desired Properties in CTC Models with a General Plug-and-Play Framework Eliya Segev Maya Alroy Ronen Katsir Noam Wies Ayana Shenhav ... D. Zar Oren Tadmor Jacob Bitterman Amnon Shashua Tal Rosenwein 32 2 0 04 Jul 2023
Learning Discrete Weights and Activations Using the Local Reparameterization Trick G. Berger Aviv Navon Ethan Fetaya MQ 22 0 0 04 Jul 2023
Some challenges of calibrating differentiable agent-based models Arnau Quera-Bofarull Joel Dyer Anisoara Calinescu Michael Wooldridge AI4CE 37 7 0 03 Jul 2023
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling Devendra Singh Dhami Kristian Kersting NAI 32 6 0 03 Jul 2023
How can objects help action recognition? Xingyi Zhou Anurag Arnab Chen Sun Cordelia Schmid 42 14 0 20 Jun 2023
Plausibility-Based Heuristics for Latent Space Classical Planning Yuta Takata A. Fukunaga LRM 21 0 0 20 Jun 2023
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction Mohamed K. Abdel-Aziz Mohammed S. Elbamby S. Samarakoon M. Bennis 23 4 0 20 Jun 2023
GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks Wentao Zhao Qitian Wu Chenxiao Yang Junchi Yan 24 12 0 20 Jun 2023
Virtual Human Generative Model: Masked Modeling Approach for Learning Human Characteristics Kenta Oono Nontawat Charoenphakdee K. Bito Zhengyan Gao Yoshiaki Ota ... Kohei Hayashi Yuki Saito Koki Tsuda Hiroshi Maruyama K. Hayashi 40 1 0 19 Jun 2023
Decongestion by Representation: Learning to Improve Economic Welfare in Marketplaces Omer Nahum Gali Noti David C. Parkes Nir Rosenfeld 18 2 0 18 Jun 2023
Probabilistic-based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising Xianqiang Lyu Junhui Hou 41 3 0 15 Jun 2023
Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation Wei Liu Michael Strube 27 15 0 10 Jun 2023
Origin-Destination Network Generation via Gravity-Guided GAN Can Rong Huandong Wang Yong Li 22 5 0 06 Jun 2023
Learning to Substitute Spans towards Improving Compositional Generalization Zhaoyi Li Ying Wei Defu Lian 13 10 0 05 Jun 2023
Nonparametric Identifiability of Causal Representations from Unknown Interventions Julius von Kügelgen M. Besserve Wendong Liang Luigi Gresele Armin Kekić Elias Bareinboim David M. Blei Bernhard Schölkopf CML 18 56 0 01 Jun 2023
Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency M. Crouse Ramón Fernández Astudillo Tahira Naseem Subhajit Chaudhury Pavan Kapanipathi Salim Roukos Alexander G. Gray OffRL 22 0 0 31 May 2023
Neural Markov Jump Processes Patrick Seifner Ramses J. Sanchez BDL 35 7 0 31 May 2023
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting Andrea Cini Danilo Mandic Cesare Alippi AI4TS 32 9 0 30 May 2023
GC-Flow: A Graph-Based Flow Network for Effective Clustering Tianchun Wang F. Mirzazadeh Xinming Zhang Jing Chen BDL 48 7 0 26 May 2023
COMCAT: Towards Efficient Compression and Customization of Attention-Based Vision Models Jinqi Xiao Miao Yin Yu Gong Xiao Zang Jian Ren Bo Yuan VLM ViT 43 9 0 26 May 2023
MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies Shiyue Zhang Shijie Wu Ozan Irsoy Steven Lu Joey Tianyi Zhou Mark Dredze David S. Rosenberg 23 9 0 26 May 2023
Differentiable Random Partition Models Thomas M. Sutter Alain Ryser Joram Liebeskind Julia E. Vogt 42 3 0 26 May 2023
A Score-Based Model for Learning Neural Wavefunctions Xuan Zhang Shenglong Xu Shuiwang Ji DiffM 31 1 0 25 May 2023
Martian time-series unraveled: A multi-scale nested approach with factorial variational autoencoders Ali Siahkoohi Rudy Morel Randall Balestriero Erwan Allys G. Sainton Taichi Kawamura Maarten V. de Hoop 29 2 0 25 May 2023
Constrained Probabilistic Mask Learning for Task-specific Undersampled MRI Reconstruction Tobias Weber Michael Ingrisch Bernd Bischl David Rügamer 32 2 0 25 May 2023
PQA: Exploring the Potential of Product Quantization in DNN Hardware Acceleration Ahmed F. AbouElhamayed Angela Cui Javier Fernandez-Marques Nicholas D. Lane Mohamed S. Abdelfattah MQ 29 4 0 25 May 2023
Differentiable Clustering with Perturbed Spanning Forests Lawrence Stewart Francis R. Bach Felipe Llinares-López Quentin Berthet 29 8 0 25 May 2023