Deep Sets

10 March 2017

Papers citing "Deep Sets"

50 / 1,441 papers shown

Title
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions Han-Jia Ye Hexiang Hu De-Chuan Zhan Fei Sha 56 657 0 10 Dec 2018
Point-to-Pose Voting based Hand Pose Estimation using Residual Permutation Equivariant Layer Shile Li Dongheui Lee 3DPC 16 75 0 05 Dec 2018
Learning to Sample Oren Dovrat Itai Lang S. Avidan 3DPC 13 4 0 04 Dec 2018
SurfConv: Bridging 3D and 2D Convolution for RGBD Images Hang Chu Wei-Chiu Ma Kaustav Kundu R. Urtasun Sanja Fidler MDE 29 24 0 04 Dec 2018
Set Cross Entropy: Likelihood-based Permutation Invariant Loss Function for Probability Distributions Masataro Asai 14 1 0 04 Dec 2018
Multiple Instance Learning for ECG Risk Stratification Divya Shanmugam Davis W. Blalock John Guttag 11 13 0 02 Dec 2018
A Graph-CNN for 3D Point Cloud Classification Yingxue Zhang Michael G. Rabbat 3DPC 118 158 0 28 Nov 2018
Amortized Bayesian inference for clustering models Ari Pakman Liam Paninski 12 6 0 24 Nov 2018
Pointwise Rotation-Invariant Network with Adaptive Sampling and 3D Spherical Voxel Convolution Yang You Yujing Lou Qi Liu Yu-Wing Tai Lizhuang Ma Cewu Lu Weiming Wang 3DPC 13 66 0 23 Nov 2018
Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN Shiyi Lan Ruichi Yu Gang Yu L. Davis 3DPC 19 140 0 19 Nov 2018
Stochastic Deep Networks Gwendoline de Bie Gabriel Peyré Marco Cuturi 22 21 0 19 Nov 2018
Deep Determinantal Point Processes Mike Gartrell Elvis Dohmatob Jon Alberdi 8 4 0 17 Nov 2018
Mining Entity Synonyms with Efficient Neural Set Generation Jiaming Shen Ruiliang Lyu Xiang Ren M. Vanni Brian M. Sadler Jiawei Han 29 28 0 16 Nov 2018
GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition Hanqing Chao Yiwei He Junping Zhang Jianfeng Feng CVBM 6 510 0 15 Nov 2018
Hallucinating Point Cloud into 3D Sculptural Object Chun-Liang Li Eunsu Kang Songwei Ge Lingyao Zhang Austin Dill Manzil Zaheer Barnabás Póczós 3DPC 17 2 0 13 Nov 2018
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs R. Murphy Balasubramaniam Srinivasan Vinayak A. Rao Yun Liang 18 188 0 05 Nov 2018
Learning and Interpreting Multi-Multi-Instance Learning Networks Alessandro Tibo M. Jaeger P. Frasconi AI4CE 27 23 0 26 Oct 2018
TarMAC: Targeted Multi-Agent Communication Abhishek Das Théophile Gervet Joshua Romoff Dhruv Batra Devi Parikh Michael G. Rabbat Joelle Pineau 22 378 0 26 Oct 2018
Hyperparameter Learning via Distributional Transfer H. Law P. Zhao Lucian Chan Junzhou Huang Dino Sejdinovic 11 25 0 15 Oct 2018
Point Cloud GAN Chun-Liang Li Manzil Zaheer Yang Zhang Barnabás Póczós Ruslan Salakhutdinov 3DPC 10 209 0 13 Oct 2018
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 26 251 0 11 Oct 2018
Set Aggregation Network as a Trainable Pooling Layer Lukasz Maziarka Marek Śmieja A. Nowak Jacek Tabor Lukasz Struski Przemysław Spurek SSeg FAtt AI4TS 19 2 0 03 Oct 2018
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 40 7,452 0 01 Oct 2018
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks Juho Lee Yoonho Lee Jungtaek Kim Adam R. Kosiorek Seungjin Choi Yee Whye Teh 6 275 0 01 Oct 2018
EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE Chao Ma Sebastian Tschiatschek Konstantina Palla José Miguel Hernández-Lobato Sebastian Nowozin Cheng Zhang 14 127 0 28 Sep 2018
Sim-to-Real Transfer of Robot Learning with Variable Length Inputs Vibhavari Dasagi Robert Lee Serena Mou Jake Bruce Niko Sünderhauf Jurgen Leitner OffRL 21 3 0 20 Sep 2018
Canonical and Compact Point Cloud Representation for Shape Classification Kent Fujiwara Ikuro Sato Mitsuru Ambai Yuichi Yoshida Yoshiaki Sakakura 3DPC 14 3 0 13 Sep 2018
A Deeper Look at 3D Shape Classifiers Jong-Chyi Su Matheus Gadelha Rui Wang Subhransu Maji 3DPC 3DV 8 101 0 07 Sep 2018
Discriminative Learning of Similarity and Group Equivariant Representations Shubhendu Trivedi 27 1 0 30 Aug 2018
One-Shot Relational Learning for Knowledge Graphs Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 18 215 0 27 Aug 2018
Term Set Expansion based NLP Architect by Intel AI Lab Jonathan Mamou Oren Pereg Moshe Wasserblat Alon Eirew Yael Green Shira Guskin Peter Izsak Daniel Korat VLM 9 25 0 27 Aug 2018
A survey on Deep Learning Advances on Different 3D Data Representations Eman Ahmed Alexandre Saint Abd El Rahman Shabayek K. Cherenkova Rig Das Gleb Gusev Djamila Aouada Björn E. Ottersten AI4TS 3DPC 25 95 0 04 Aug 2018
Geared Rotationally Identical and Invariant Convolutional Neural Network Systems ShihChung B. Lo Ph. D. M. Freedman M. D. S. Mun Ph. D. H. Chan Ph. D 14 4 0 03 Aug 2018
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction Bo Yang Sen Wang Andrew Markham Niki Trigoni 3DPC 3DV 23 138 0 02 Aug 2018
VFunc: a Deep Generative Model for Functions Philip Bachman Riashat Islam Alessandro Sordoni Zafarali Ahmed VLM BDL 34 8 0 11 Jul 2018
Zero-shot Domain Adaptation without Domain Semantic Descriptors Atsutoshi Kumagai Tomoharu Iwata VLM 31 13 0 09 Jul 2018
Domain2Vec: Deep Domain Generalization A. Deshmukh Ankit Bansal Akash Rastogi ViT OOD 11 5 0 09 Jul 2018
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data Maurice Weiler Mario Geiger Max Welling Wouter Boomsma Taco S. Cohen 3DPC 45 494 0 06 Jul 2018
Product-based Neural Networks for User Response Prediction over Multi-field Categorical Data Yanru Qu Bohui Fang Weinan Zhang Ruiming Tang Minzhe Niu Huifeng Guo Yong Yu Xiuqiang He 9 179 0 01 Jul 2018
Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector Sumedha Singla Biwei Huang Siamak Ravanbakhsh F. Sciurba Barnabás Póczós N. Batmanghelich MedIm 11 19 0 28 Jun 2018
Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network Risi Kondor Zhen Lin Shubhendu Trivedi 39 264 0 24 Jun 2018
Mixed batches and symmetric discriminators for GAN training Thomas Lucas Corentin Tallec Jakob Verbeek Yann Ollivier 11 37 0 19 Jun 2018
Object Level Visual Reasoning in Videos Fabien Baradel Natalia Neverova Christian Wolf J. Mille Greg Mori 22 163 0 16 Jun 2018
Transformationally Identical and Invariant Convolutional Neural Networks through Symmetric Element Operators S. Lo M. Freedman S. Mun Shuo Gu 11 5 0 10 Jun 2018
Re-evaluating Evaluation David Balduzzi K. Tuyls Julien Perolat T. Graepel MoMe 16 97 0 07 Jun 2018
Multi-chart Generative Surface Modeling Heli Ben-Hamu Haggai Maron Itay Kezurer G. Avineri Y. Lipman MedIm 29 75 0 06 Jun 2018
Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects Adam R. Kosiorek Hyunjik Kim Ingmar Posner Yee Whye Teh BDL 29 256 0 05 Jun 2018
Embedding Logical Queries on Knowledge Graphs William L. Hamilton Payal Bajaj Marinka Zitnik Dan Jurafsky J. Leskovec NAI 33 286 0 05 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 106 3,080 0 04 Jun 2018
Interpretable Set Functions Andrew Cotter Maya R. Gupta Heinrich Jiang J. Muller Taman Narayan S. Wang Tao Zhu 11 7 0 31 May 2018