Attend, Infer, Repeat: Fast Scene Understanding with Generative Models

28 March 2016

Papers citing "Attend, Infer, Repeat: Fast Scene Understanding with Generative Models"

20 / 20 papers shown

Title
CTRL-O: Language-Controllable Object-Centric Visual Representation Learning Aniket Didolkar Andrii Zadaianchuk Rabiul Awal Maximilian Seitzer E. Gavves Aishwarya Agrawal OCL VLM 138 3 0 27 Mar 2025
Object-centric proto-symbolic behavioural reasoning from pixels R. S. V. Bergen Justus F. Hübotter Pablo Lanillos LM&Ro OCL 128 1 0 26 Nov 2024
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models Amir Mohammad Karimi Mamaghan Samuele Papa Karl Henrik Johansson Stefan Bauer Andrea Dittadi OCL 82 7 0 22 Jul 2024
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 128 4 0 12 Feb 2024
Explicitly Disentangled Representations in Object-Centric Learning Riccardo Majellaro Jonathan Collu Aske Plaat Thomas M. Moerland CoGe OOD OCL 102 1 0 18 Jan 2024
Salient Object Subitizing Jianming Zhang Shugao Ma M. Sameki Stan Sclaroff Margrit Betke Zhe Lin Xiaohui Shen Brian L. Price R. Měch 46 115 0 26 Jul 2016
Adaptive Computation Time for Recurrent Neural Networks Alex Graves 48 544 0 29 Mar 2016
Efficient inference in occlusion-aware generative models of images Jonathan Huang Kevin Patrick Murphy BDL OCL 58 43 0 19 Nov 2015
Gradient Estimation Using Stochastic Computation Graphs John Schulman N. Heess T. Weber Pieter Abbeel OffRL 123 391 0 17 Jun 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 264 7,361 0 05 Jun 2015
Deep Convolutional Inverse Graphics Network Tejas D. Kulkarni William F. Whitney Pushmeet Kohli J. Tenenbaum DRL BDL 78 929 0 11 Mar 2015
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 147 1,959 0 16 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 857 149,474 0 22 Dec 2014
Recurrent Models of Visual Attention Volodymyr Mnih N. Heess Alex Graves Koray Kavukcuoglu VLM 110 3,645 0 24 Jun 2014
The Informed Sampler: A Discriminative Approach to Bayesian Inference in Generative Computer Vision Models Varun Jampani Sebastian Nowozin M. Loper Peter V. Gehler 73 45 0 04 Feb 2014
Neural Variational Inference and Learning in Belief Networks A. Mnih Karol Gregor BDL 115 729 0 31 Jan 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 367 16,962 0 20 Dec 2013
Learning Generative Models with Visual Attention Yichuan Tang Nitish Srivastava Ruslan Salakhutdinov DiffM 115 85 0 20 Dec 2013
Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs Vikash K. Mansinghka Tejas D. Kulkarni Yura N. Perov J. Tenenbaum 120 108 0 29 Jun 2013
Weakly Supervised Learning of Foreground-Background Segmentation using Masked RBMs N. Heess Nicolas Le Roux J. Winn 65 18 0 19 Jul 2011