Interpretable Transformations with Encoder-Decoder Networks

19 October 2017

Daniel E. Worrall

Stephan J. Garbin

Daniyar Turmukhambetov

Gabriel J. Brostow

DRL

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Papers citing "Interpretable Transformations with Encoder-Decoder Networks"

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Title
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers Takeru Miyato Bernhard Jaeger Max Welling Andreas Geiger ViT 39 14 0 16 Oct 2023
A Hyper-network Based End-to-end Visual Servoing with Arbitrary Desired Poses Hongxiang Yu An-Jen Chen Kechun Xu Zhongxiang Zhou Wei Jing Yue Wang R. Xiong BDL 25 5 0 18 Apr 2023
Novel View Synthesis of Humans using Differentiable Rendering Guillaume Rochette Chris Russell Richard Bowden DiffM 32 0 0 28 Mar 2023
Explainable AI for Time Series via Virtual Inspection Layers Johanna Vielhaben Sebastian Lapuschkin G. Montavon Wojciech Samek XAI AI4TS 32 26 0 11 Mar 2023
Equivariant Representation Learning in the Presence of Stabilizers Luis Armando ∗. GiovanniLucaMarchetti Danica Kragic D. Jarnikov Mike Holenderski 29 0 0 12 Jan 2023
UmeTrack: Unified multi-view end-to-end hand tracking for VR Shangchen Han Po-Chen Wu Yubo Zhang Beibei Liu Linguang Zhang ... Luan Tran Muzaffer Akbay Tsz-Ho Yu Cem Keskin Robert Y. Wang 28 52 0 31 Oct 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models Chen Henry Wu Saman Motamed Shaunak Srivastava Fernando de la Torre VLM DiffM 21 34 0 14 Sep 2022
Equivariant Representation Learning via Class-Pose Decomposition Giovanni Luca Marchetti Gustaf Tegnér Anastasiia Varava Danica Kragic DRL 35 15 0 07 Jul 2022
$NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Implicit Representation$ NeReF: Neural Refractive Field for Fluid Surface Reconstruction and Implicit Representation Ziyu Wang Wei Yang Junming Cao Lan Xu Ju-ming Yu Jingyi Yu 24 6 0 08 Mar 2022
Transformation Coding: Simple Objectives for Equivariant Representations Mehran Shakerinava A. Mondal Siamak Ravanbakhsh OffRL 33 0 0 19 Feb 2022
Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering Guillaume Rochette Chris Russell Richard Bowden DiffM 36 1 0 24 Nov 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 51 287 0 04 Jun 2021
Vector Neurons: A General Framework for SO(3)-Equivariant Networks Congyue Deng Or Litany Yueqi Duan A. Poulenard Andrea Tagliasacchi Leonidas J. Guibas 3DPC 125 317 0 25 Apr 2021
Semi-supervised Viewpoint Estimation with Geometry-aware Conditional Generation Octave Mariotti Hakan Bilen GAN 29 8 0 02 Apr 2021
DeepSurfels: Learning Online Appearance Fusion Marko Mihajlovic Silvan Weder Marc Pollefeys Martin R. Oswald 30 18 0 28 Dec 2020
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 81 1,701 0 03 Dec 2020
Self-Learning Transformations for Improving Gaze and Head Redirection Yufeng Zheng Seonwook Park Xucong Zhang Shalini De Mello Otmar Hilliges 39 40 0 23 Oct 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 90 864 0 05 Jul 2020
On Interpretability of Artificial Neural Networks: A Survey Fenglei Fan Jinjun Xiong Mengzhou Li Ge Wang AAML AI4CE 38 300 0 08 Jan 2020
SynSin: End-to-end View Synthesis from a Single Image Olivia Wiles Georgia Gkioxari Richard Szeliski Justin Johnson 3DV 41 467 0 18 Dec 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 77 1,266 0 04 Jun 2019
Few-Shot Adaptive Gaze Estimation Seonwook Park Shalini De Mello Pavlo Molchanov Umar Iqbal Otmar Hilliges Jan Kautz 33 193 0 06 May 2019
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion M. Sahasrabudhe Zhixin Shu Edward Bartrum R. Güler Dimitris Samaras Iasonas Kokkinos 3DH DRL 3DV 30 40 0 26 Apr 2019
Neural Scene Decomposition for Multi-Person Motion Capture Helge Rhodin Victor Constantin Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 33 47 0 13 Mar 2019
3D Human Pose Estimation with Siamese Equivariant Embedding M. Véges Viktor Varga András Lőrincz 27 29 0 19 Sep 2018
X2Face: A network for controlling face generation by using images, audio, and pose codes Olivia Wiles A. Sophia Koepke Andrew Zisserman CVBM 30 410 0 27 Jul 2018
Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance Zhixin Shu M. Sahasrabudhe R. Güler Dimitris Samaras Nikos Paragios Iasonas Kokkinos CVBM 22 200 0 18 Jun 2018
Unsupervised Disentangled Representation Learning with Analogical Relations Z. Li Yongchuan Tang Yongxing He GAN 25 14 0 25 Apr 2018
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling Jiajun Wu Chengkai Zhang Tianfan Xue Bill Freeman J. Tenenbaum GAN 189 1,941 0 24 Oct 2016