Reparameterizable Subset Sampling via Continuous Relaxations

29 January 2019

Papers citing "Reparameterizable Subset Sampling via Continuous Relaxations"

27 / 27 papers shown

Title
LLaVA-ReID: Selective Multi-image Questioner for Interactive Person Re-Identification Yiding Lu Mouxing Yang Dezhong Peng Peng Hu Yijie Lin Xi Peng 227 0 0 14 Apr 2025
FedGrAINS: Personalized SubGraph Federated Learning with Adaptive Neighbor Sampling Emir Ceyani Han Xie Baturalp Buyukates Carl Yang Salman Avestimehr FedML 107 0 0 22 Jan 2025
End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling Jianxin Liang Xiaojun Meng Yueqian Wang Chang Liu Qun Liu Dongyan Zhao 42 5 0 21 Jul 2024
Amortized Network Intervention to Steer the Excitatory Point Processes Zitao Song Wendi Ren Sourav Garg 34 1 0 06 Oct 2023
Everything Perturbed All at Once: Enabling Differentiable Graph Attacks Haoran Liu Bokun Wang Jianling Wang Xiangjue Dong Tianbao Yang James Caverlee AAML 44 3 0 29 Aug 2023
Decongestion by Representation: Learning to Improve Economic Welfare in Marketplaces Omer Nahum Gali Noti David C. Parkes Nir Rosenfeld 26 2 0 18 Jun 2023
Differentiable Random Partition Models Thomas M. Sutter Alain Ryser Joram Liebeskind Julia E. Vogt 57 3 0 26 May 2023
Token Sparsification for Faster Medical Image Segmentation Lei Zhou Huidong Liu Joseph Bae Junjun He Dimitris Samaras Prateek Prasanna MedIm 30 3 0 11 Mar 2023
Data Selection for Language Models via Importance Resampling Sang Michael Xie Shibani Santurkar Tengyu Ma Percy Liang 51 177 0 06 Feb 2023
Explainability as statistical inference Hugo Senetaire Damien Garreau J. Frellsen Pierre-Alexandre Mattei FAtt 34 4 0 06 Dec 2022
Differentiable Mathematical Programming for Object-Centric Representation Learning Adeel Pervez Phillip Lippe E. Gavves OCL 54 5 0 05 Oct 2022
SIMPLE: A Gradient Estimator for $k$ -Subset Sampling Kareem Ahmed Zhe Zeng Mathias Niepert Guy Van den Broeck BDL 53 25 0 04 Oct 2022
Learning Group Importance using the Differentiable Hypergeometric Distribution Thomas M. Sutter Laura Manduchi Alain Ryser Julia E. Vogt 51 7 0 03 Mar 2022
Accelerated Intravascular Ultrasound Imaging using Deep Reinforcement Learning Tristan S. W. Stevens Nishith Chennakeshava F. D. Bruijn M. Pekar Ruud J. G. van Sloun 26 4 0 24 Jan 2022
Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces Kirill Struminsky Artyom Gadetsky D. Rakitin Danil Karpushkin Dmitry Vetrov BDL 32 9 0 28 Oct 2021
Joint optimization of system design and reconstruction in MIMO radar imaging Tomer Weiss Nissim Peretz S. Vedula A. Feuer A. Bronstein 30 3 0 07 Oct 2021
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning Iris A. M. Huijben W. Kool Max B. Paulus Ruud J. G. van Sloun 33 95 0 04 Oct 2021
DSKReG: Differentiable Sampling on Knowledge Graph for Recommendation with Relational GNN Yu Wang Zhiwei Liu Ziwei Fan Lichao Sun Philip S. Yu 27 47 0 26 Aug 2021
Differentiable Subset Pruning of Transformer Heads Jiaoda Li Ryan Cotterell Mrinmaya Sachan 45 54 0 10 Aug 2021
Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions Mathias Niepert Pasquale Minervini Luca Franceschi 37 81 0 03 Jun 2021
Differentiable Patch Selection for Image Recognition Jean-Baptiste Cordonnier Aravindh Mahendran Alexey Dosovitskiy Dirk Weissenborn Jakob Uszkoreit Thomas Unterthiner 33 93 0 07 Apr 2021
Sparsifying Transformer Models with Trainable Representation Pooling Michal Pietruszka Łukasz Borchmann Lukasz Garncarek 23 10 0 10 Sep 2020
RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval Hung-Yu Tseng Hsin-Ying Lee Lu Jiang Ming-Hsuan Yang Weilong Yang DiffM 3DV 33 52 0 16 Jul 2020
Gradient Estimation with Stochastic Softmax Tricks Max B. Paulus Dami Choi Daniel Tarlow Andreas Krause Chris J. Maddison BDL 41 85 0 15 Jun 2020
Differentiable Top-k Operator with Optimal Transport Yujia Xie H. Dai Minshuo Chen Bo Dai T. Zhao H. Zha Wei Wei Tomas Pfister OT 32 27 0 16 Feb 2020
Invertible Gaussian Reparameterization: Revisiting the Gumbel-Softmax Andres Potapczynski Gabriel Loaiza-Ganem John P. Cunningham 32 29 0 19 Dec 2019
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,377 0 25 Aug 2014