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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
Learning Image Fractals Using Chaotic Differentiable Point Splatting Adarsh Djeacoumar Felix Mujkanovic Hans-Peter Seidel Thomas Leimkuhler 90 1 0 24 Feb 2025
Your Assumed DAG is Wrong and Here's How To Deal With It Kirtan Padh Zhufeng Li Cecilia Casolo Niki Kilbertus CML 113 0 0 24 Feb 2025
Mojito: LLM-Aided Motion Instructor with Jitter-Reduced Inertial Tokens Ziwei Shan Yaoyu He Chengfeng Zhao Jiashen Du Jingyan Zhang Qixuan Zhang Jingyi Yu Lan Xu 110 1 0 22 Feb 2025
Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation Weiming Liu Chaochao Chen J. Xu Xinting Liao Fan Wang Xiaolin Zheng Zhihui Fu Ruiguang Pei Jun Wang 109 0 0 22 Feb 2025
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction Ruochen Li Stamos Katsigiannis Tae-Kyun Kim Hubert P. H. Shum 137 3 0 20 Feb 2025
Learning to Discover Regulatory Elements for Gene Expression Prediction Xingyu Su Haiyang Yu D. Zhi Shuiwang Ji 64 0 0 19 Feb 2025
Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction Yudong Xu Wenhao Li Scott Sanner Elias Boutros Khalil 108 0 0 18 Feb 2025
Implicit Repair with Reinforcement Learning in Emergent Communication Fábio Vital Alberto Sardinha Francisco S. Melo 85 0 0 18 Feb 2025
Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models Yingqing Guo Yukang Yang Hui Yuan Mengdi Wang 96 3 0 17 Feb 2025
Self-Explaining Hypergraph Neural Networks for Diagnosis Prediction Leisheng Yu Yanxiao Cai Minxing Zhang Helen Zhou FAtt 464 0 0 15 Feb 2025
Learning to be Smooth: An End-to-End Differentiable Particle Smoother Ali Younis Erik B. Sudderth AI4TS 95 0 0 14 Feb 2025
Sample-efficient Learning of Concepts with Theoretical Guarantees: from Data to Concepts without Interventions H. Fokkema T. Erven Sara Magliacane 153 2 0 10 Feb 2025
MMGDreamer: Mixed-Modality Graph for Geometry-Controllable 3D Indoor Scene Generation Zhiyong Yang Keyang Lu Chao Zhang Jiaxing Qi Hanqi Jiang ... Yifan Xu Mingzhe Xing Zhen Xiao Jieyi Long Xiangde Liu 111 5 0 09 Feb 2025
A Semi-Supervised Text Generation Framework Combining a Deep Transformer and a GAN Shengquan Wang 75 0 0 09 Feb 2025
Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models Rui Cai Chao Wang Qianyi Cai Dazhong Shen Hui Xiong RALM 134 0 0 06 Feb 2025
Compact Rule-Based Classifier Learning via Gradient Descent Javier Fumanal-Idocin Raquel Fernandez-Peralta Javier Andreu-Perez 100 0 0 03 Feb 2025
Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods Oussama Zekri Nicolas Boullé DiffM 153 4 0 03 Feb 2025
Categorical Schrödinger Bridge Matching Grigoriy Ksenofontov Alexander Korotin 118 1 0 03 Feb 2025
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies C. Ciușdel Alex Serban Tiziano Passerini CoGe 122 1 0 03 Feb 2025
GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization Seungheun Baek Soyon Park Y. T. Chok Mogan Gim Jaewoo Kang DRL 84 0 0 31 Jan 2025
Towards General-Purpose Model-Free Reinforcement Learning Scott Fujimoto P. DÓro Amy Zhang Yuandong Tian Michael Rabbat OffRL 99 6 0 28 Jan 2025
Identification of Nonparametric Dynamic Causal Structure and Latent Process in Climate System Minghao Fu Zhen Zhang Zijian Li Yujia Zheng Ignavier Ng Yingyao Hu Kun Zhang CML 95 0 0 21 Jan 2025
mmCooper: A Multi-agent Multi-stage Communication-efficient and Collaboration-robust Cooperative Perception Framework Bingyi Liu Jian Teng Hongfei Xue Enshu Wang Chuanhui Zhu Pu Wang Libing Wu 162 0 0 21 Jan 2025
Patch-aware Vector Quantized Codebook Learning for Unsupervised Visual Defect Detection Qisen Cheng Shuhui Qu Janghwan Lee 108 4 0 17 Jan 2025
Graph Counterfactual Explainable AI via Latent Space Traversal Andreas Abildtrup Hansen Paraskevas Pegios Anna Calissano Aasa Feragen OOD BDL AAML 143 1 0 15 Jan 2025
Hierarchical Structured Neural Network: Efficient Retrieval Scaling for Large Scale Recommendation Kaushik Rangadurai Siyang Yuan Minhui Huang Yiqun Liu Golnaz Ghasemiesfeh ... Vidhoon Viswanathan Yan Dong Liang Wang Lin Yang Chonglin Sun 67 0 0 10 Jan 2025
Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization Song Wang Xiaodong Yang Rashidul Islam Huiyuan Chen Minghua Xu Jundong Li Yiwei Cai OODD 264 3 0 07 Jan 2025
Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation Kairui Fu Zheqi Lv Shengyu Zhang Fan Wu Kun Kuang 70 1 0 07 Jan 2025
Learn A Flexible Exploration Model for Parameterized Action Markov Decision Processes Zijian Wang Bin Wang Mingwen Shao Hongbo Dou Boxiang Tao 115 0 0 06 Jan 2025
Functional Risk Minimization Ferran Alet Clement Gehring Tomás Lozano-Pérez Kenji Kawaguchi Joshua B. Tenenbaum Leslie Pack Kaelbling OffRL 132 0 0 31 Dec 2024
Discrete Curvature Graph Information Bottleneck Xingcheng Fu Jian Wang Yisen Gao Qingyun Sun Haonan Yuan Jianxin Li Xianxian Li 78 1 0 31 Dec 2024
MaskGaussian: Adaptive 3D Gaussian Representation from Probabilistic Masks Yifei Liu Zhihang Zhong Yifan Zhan Sheng Xu Xiao Sun 3DGS 150 3 0 29 Dec 2024
Diverse and Effective Red Teaming with Auto-generated Rewards and Multi-step Reinforcement Learning Alex Beutel Kai Y. Xiao Johannes Heidecke Lilian Weng AAML 83 7 0 24 Dec 2024
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak Hao Wang Hao Li Junda Zhu Xinyuan Wang Changzai Pan Minlie Huang Lei Sha 353 0 0 23 Dec 2024
Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning Xin Gao Yang Lin Ruiqing Li Yasha Wang Xu Chu Xinyu Ma Hailong Yu 129 1 0 23 Dec 2024
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training Renqiu Xia Mingxing Li Hancheng Ye Wenjie Wu Hongbin Zhou ... Zeang Sheng Botian Shi Tao Chen Junchi Yan Bo Zhang 201 10 0 16 Dec 2024
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases Zhepeng Wang Runxue Bao Yawen Wu Guodong Liu Lei Yang Liang Zhan Feng Zheng Weiwen Jiang Yanfu Zhang 188 0 0 09 Dec 2024
DogLayout: Denoising Diffusion GAN for Discrete and Continuous Layout Generation Zhaoxing Gan Guangnan Ye DiffM 117 0 0 30 Nov 2024
Differentiable Causal Discovery For Latent Hierarchical Causal Models Parjanya Prashant Ignavier Ng Kun Zhang Zhen Zhang CML 341 0 0 29 Nov 2024
Supervised Learning-enhanced Multi-Group Actor Critic for Live Stream Allocation in Feed Jingxin Liu Xiang Gao Yisha Li Xin Li Haiyang Lu Ben Wang OffRL 115 0 0 28 Nov 2024
Object-centric proto-symbolic behavioural reasoning from pixels R. S. V. Bergen Justus F. Hübotter Pablo Lanillos LM&Ro OCL 205 1 0 26 Nov 2024
Unsupervised Event Outlier Detection in Continuous Time Somjit Nath Yik Chau Lui Siqi Liu AI4TS 116 0 0 25 Nov 2024
Leverage Task Context for Object Affordance Ranking Haojie Huang Hongchen Luo Wei-dong Zhai Yang Cao Zheng-jun Zha 137 0 0 25 Nov 2024
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation M. Valiuddin R. V. Sloun C.G.A. Viviers Peter H. N. de With Fons van der Sommen UQCV 296 1 0 25 Nov 2024
Deep Sparse Latent Feature Models for Knowledge Graph Completion Haotian Li Rui Zhang Lingzhi Wang Bin Yu Yuanbo Wang Yuliang Wei Kai Wang Richard Y. D. Xu Bailing Wang BDL 149 0 0 24 Nov 2024
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks Benjamin Cox Santiago Segarra Victor Elvira 160 0 0 23 Nov 2024
MambaIRv2: Attentive State Space Restoration Hang Guo Yong Guo Yaohua Zha Yulun Zhang Wenbo Li Tao Dai Shu-Tao Xia Yawei Li Mamba 202 22 0 22 Nov 2024
Unstructured Text Enhanced Open-domain Dialogue System: A Systematic Survey Longxuan Ma Mingda Li Weinan Zhang Jiapeng Li Ting Liu 128 17 0 14 Nov 2024
Dynamical-VAE-based Hindsight to Learn the Causal Dynamics of Factored-POMDPs Chao Han Debabrota Basu M. Mangan Eleni Vasilaki Aditya Gilra 104 0 0 12 Nov 2024
Efficient 3D Perception on Multi-Sweep Point Cloud with Gumbel Spatial Pruning Jianhao Li Tianyu Sun Wei Wei Ziyi Wang Bailan Feng Hengshuang Zhao 3DPC 162 0 0 12 Nov 2024