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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
Hierarchical Conditional Tabular GAN for Multi-Tabular Synthetic Data Generation Wilhelm Ågren Victorio Úbeda Sosa 86 0 0 11 Nov 2024
SPARTAN: A Sparse Transformer Learning Local Causation Anson Lei Bernhard Schölkopf Ingmar Posner 107 3 0 11 Nov 2024
Spatially Constrained Transformer with Efficient Global Relation Modelling for Spatio-Temporal Prediction Ashutosh Sao Simon Gottschalk AI4TS 72 0 0 11 Nov 2024
Neuro-Symbolic Rule Lists Sascha Xu Nils Philipp Walter Jilles Vreeken 61 0 0 10 Nov 2024
CausalStock: Deep End-to-end Causal Discovery for News-driven Stock Movement Prediction Shuqi Li Yuebo Sun Yuxin Lin Xin Gao Shuo Shang Rui Yan AIFin 53 1 0 10 Nov 2024
Streaming Bayes GFlowNets Tiago da Silva Daniel Augusto R. M. A. de Souza Diego Mesquita BDL 162 2 0 08 Nov 2024
Machine learning and optimization-based approaches to duality in statistical physics Andrea E. V. Ferrari Prateek Gupta Nabil Iqbal AI4CE 33 0 0 07 Nov 2024
Discovering Data Structures: Nearest Neighbor Search and Beyond Omar Salemohamed Laurent Charlin Shivam Garg Vatsal Sharan Gregory Valiant FedML 124 0 0 05 Nov 2024
Efficient Feature Aggregation and Scale-Aware Regression for Monocular 3D Object Detection Yifan Wang Xiaohu Yang Fanqi Pu Q. Liao Wenming Yang 76 0 0 05 Nov 2024
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer Yongxin Zhu Bing Li Yifei Xin Linli Xu 115 13 0 04 Nov 2024
Bootstrapping Top-down Information for Self-modulating Slot Attention Dongwon Kim Seoyeon Kim Suha Kwak OCL ObjD 83 0 0 04 Nov 2024
Grouped Discrete Representation for Object-Centric Learning Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen BDL OCL 88 1 0 04 Nov 2024
High-Fidelity Virtual Try-on with Large-Scale Unpaired Learning Han Yang Yanlong Zang Ziwei Liu 49 0 0 03 Nov 2024
Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction Haotong Du Quanming Yao Juzheng Zhang Yong Liu Zhen Wang 79 3 0 03 Nov 2024
Communication Learning in Multi-Agent Systems from Graph Modeling Perspective Shengchao Hu Li Shen Ya Zhang Dacheng Tao AI4CE 93 1 0 01 Nov 2024
Inducing Semi-Structured Sparsity by Masking for Efficient Model Inference in Convolutional Networks David A. Danhofer 72 0 0 01 Nov 2024
DC-Spin: A Speaker-invariant Speech Tokenizer for Spoken Language Models Heng-Jui Chang Hongyu Gong Changhan Wang James R. Glass Yu-An Chung 122 0 0 31 Oct 2024
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models Youngjun Jun Jiwoo Park Kyobin Choo Tae Eun Choi Seong Jae Hwang CoGe 119 0 0 31 Oct 2024
Context-Aware Token Selection and Packing for Enhanced Vision Transformer Tianyi Zhang B. Li Jae-sun Seo Yu Cao 72 0 0 31 Oct 2024
SimSiam Naming Game: A Unified Approach for Representation Learning and Emergent Communication Nguyen Le Hoang T. Taniguchi Fang Tianwei Akira Taniguchi 97 1 0 29 Oct 2024
GPRec: Bi-level User Modeling for Deep Recommenders Yejing Wang Dong Xu Xiangyu Zhao Zhiren Mao Peng Xiang Ling Yan Yao Hu Zijian Zhang Xuetao Wei Qiang Liu 100 4 0 28 Oct 2024
Alternatives of Unsupervised Representations of Variables on the Latent Space Alex Glushkovsky SSL BDL DRL 50 0 0 26 Oct 2024
Dynamic layer selection in decoder-only transformers Theodore Glavas Joud Chataoui Florence Regol Wassim Jabbour Antonios Valkanas Boris N. Oreshkin Mark Coates AI4CE 88 1 0 26 Oct 2024
MOE-Enhanced Explanable Deep Manifold Transformation for Complex Data Embedding and Visualization Z. Zang Yuhao Wang Jinlin Wu Hong Liu Yue Shen Stan Z. Li Zhen Lei 414 0 0 25 Oct 2024
MissNODAG: Differentiable Cyclic Causal Graph Learning from Incomplete Data Muralikrishnna G. Sethuraman Razieh Nabi Faramarz Fekri CML OOD 76 0 0 24 Oct 2024
Learning Global Object-Centric Representations via Disentangled Slot Attention Tonglin Chen Yinxuan Huang Zhimeng Shen Jinghao Huang Bin Li Xiangyang Xue OCL 64 1 0 24 Oct 2024
A Combinatorial Approach to Neural Emergent Communication Zheyuan Zhang 56 0 0 24 Oct 2024
Citywide Electric Vehicle Charging Demand Prediction Approach Considering Urban Region and Dynamic Influences Haoxuan Kuang Kunxiang Deng Linlin You Jun Li 82 0 0 24 Oct 2024
Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks Alba Carballo-Castro Sonia Laguna Moritz Vandenhirtz Julia E. Vogt DiffM 86 1 0 24 Oct 2024
Taipan: Efficient and Expressive State Space Language Models with Selective Attention Chien Van Nguyen Huy Huu Nguyen Thang M. Pham Ruiyi Zhang Hanieh Deilamsalehy ... Ryan A. Rossi Trung Bui Viet Dac Lai Franck Dernoncourt Thien Huu Nguyen Mamba RALM 66 1 0 24 Oct 2024
Robust Two-View Geometry Estimation with Implicit Differentiation Vladislav Pyatov Iaroslav Koshelev Stamatis Lefkimmiatis 3DV 51 0 0 23 Oct 2024
Permutation Picture of Graph Combinatorial Optimization Problems Yimeng Min 34 0 0 22 Oct 2024
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization Haowei Zhu Dehua Tang Ji Liu Mingjie Lu Jintu Zheng ... Spandan Tiwari Ashish Sirasao Jun-Hai Yong Bin Wang E. Barsoum DiffM 84 9 0 22 Oct 2024
Rethinking Soft Actor-Critic in High-Dimensional Action Spaces: The Cost of Ignoring Distribution Shift Yanjun Chen Wei Wei Xianghui Wang Zhiqiang Xu Xiaoyu Shen Wei Zhang 38 0 0 22 Oct 2024
MNIST-Nd: a set of naturalistic datasets to benchmark clustering across dimensions Polina Turishcheva Laura Hansel Martin Ritzert Marissa A. Weis Alexander S. Ecker 65 1 0 21 Oct 2024
SeisLM: a Foundation Model for Seismic Waveforms Tianlin Liu Jannes Münchmeyer Laura Laurenti C. Marone Maarten V. de Hoop Ivan Dokmanić VLM 129 6 0 21 Oct 2024
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer K. Bhaumik Minha Kim Fahim Faisal Niloy A. Ali Simon S. Woo AI4TS 49 0 0 21 Oct 2024
Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation Anh-Vu Bui L. Vuong Khanh Doan Trung Le Paul Montague Tamas Abraham Dinh Q. Phung KELM DiffM 118 12 0 21 Oct 2024
DMGNN: Detecting and Mitigating Backdoor Attacks in Graph Neural Networks Hao Sui Bing Chen J. Zhang Chengcheng Zhu Di Wu Qinghua Lu Guodong Long AAML 109 1 0 18 Oct 2024
A Complexity-Based Theory of Compositionality Eric Elmoznino Thomas Jiralerspong Yoshua Bengio Guillaume Lajoie CoGe 159 10 0 18 Oct 2024
Self-supervised contrastive learning performs non-linear system identification Rodrigo González Laiz Tobias Schmidt Steffen Schneider SSL 85 1 0 18 Oct 2024
Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design Chenyu Wang Masatoshi Uehara Yichun He Amy Wang Tommaso Biancalani Avantika Lal Tommi Jaakkola Sergey Levine Hanchen Wang Aviv Regev 124 17 0 17 Oct 2024
CATCH: Channel-Aware multivariate Time Series Anomaly Detection via Frequency Patching Xingjian Wu Xiangfei Qiu Zhengyu Li Yihang Wang Jilin Hu Chenjuan Guo Hui Xiong Bin Yang AI4TS 187 16 0 16 Oct 2024
Heterogeneous Graph Generation: A Hierarchical Approach using Node Feature Pooling Hritaban Ghosh Chen Changyu Arunesh Sinha Shamik Sural 68 0 0 15 Oct 2024
Learning to Optimize for Mixed-Integer Non-linear Programming Bo Tang Elias Boutros Khalil Ján Drgoňa 137 2 0 14 Oct 2024
TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE Emmanouil Panagiotou Manuel Heurich Tim Landgraf Eirini Ntoutsi LMTD 58 3 0 14 Oct 2024
Gaussian Mixture Vector Quantization with Aggregated Categorical Posterior Mingyuan Yan Jiawei Wu Rushi Shah Dianbo Liu 52 0 0 14 Oct 2024
Multiple Ships Cooperative Navigation and Collision Avoidance using Multi-agent Reinforcement Learning with Communication Y. Wang Y. Zhao 58 1 0 12 Oct 2024
Learning Representations of Instruments for Partial Identification of Treatment Effects Jonas Schweisthal Dennis Frauen Maresa Schröder Konstantin Hess Niki Kilbertus Stefan Feuerriegel CML 128 1 0 11 Oct 2024
CryoFM: A Flow-based Foundation Model for Cryo-EM Densities Yi Zhou Yilai Li Jing Yuan Quanquan Gu 85 1 0 11 Oct 2024