Set Prediction without Imposing Structure as Conditional Density Estimation

8 October 2020

Papers citing "Set Prediction without Imposing Structure as Conditional Density Estimation"

11 / 11 papers shown

Title
On permutation-invariant neural networks Masanari Kimura Ryotaro Shimizu Yuki Hirakawa Ryosuke Goto Yuki Saito OOD AAML 38 12 0 26 Mar 2024
Enhancing Neural Subset Selection: Integrating Background Information into Set Representations Binghui Xie Yatao Bian Kaiwen Zhou Yongqiang Chen Peilin Zhao Bo Han Wei Meng James Cheng 16 1 0 05 Feb 2024
Robust and Controllable Object-Centric Learning through Energy-based Models Ruixiang Zhang Tong Che B. Ivanovic Renhao Wang Marco Pavone Yoshua Bengio Liam Paull OCL 28 8 0 11 Oct 2022
Deep Set Classifier for Financial Forensics: An application to detect money laundering Jonathan Pan 19 3 0 16 Jul 2022
Conditional set generation using Seq2seq models Aman Madaan Dheeraj Rajagopal Niket Tandon Yiming Yang Antoine Bosselut 27 10 0 25 May 2022
Learning Neural Set Functions Under the Optimal Subset Oracle Zijing Ou Tingyang Xu Qinliang Su Yingzhen Li P. Zhao Yatao Bian BDL 16 9 0 03 Mar 2022
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation Yan Zhang David W. Zhang Simon Lacoste-Julien Gertjan J. Burghouts Cees G. M. Snoek BDL 35 21 0 23 Nov 2021
Top-N: Equivariant set and graph generation without exchangeability Clément Vignac P. Frossard BDL 63 34 0 05 Oct 2021
Pruning Edges and Gradients to Learn Hypergraphs from Larger Sets David W. Zhang Gertjan J. Burghouts Cees G. M. Snoek 32 4 0 26 Jun 2021
Causal Effect Inference for Structured Treatments Jean Kaddour Yuchen Zhu Qi Liu Matt J. Kusner Ricardo M. A. Silva CML 171 50 0 03 Jun 2021
Learn to Predict Sets Using Feed-Forward Neural Networks H. Rezatofighi Tianyu Zhu Roman Kaskman F. Motlagh Javen Qinfeng Shi Anton Milan Daniel Cremers Laura Leal-Taixé Ian Reid SSL 48 15 0 30 Jan 2020