Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers

27 August 2023

Abril Corona-Figueroa

Hubert P. H. Shum

Papers citing "Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers"

27 / 27 papers shown

Title
DurLAR: A High-fidelity 128-channel LiDAR Dataset with Panoramic Ambient and Reflectivity Imagery for Multi-modal Autonomous Driving Applications Li Li K. Ismail Hubert P. H. Shum T. Breckon 67 19 0 14 Jun 2024
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 79 56 0 07 Jun 2023
Binary Latent Diffusion Ze Wang Jiang Wang Zicheng Liu Qiang Qiu 60 14 0 10 Apr 2023
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models Ziyi Chang George Alex Koulieris Hubert P. H. Shum 46 3 0 09 Oct 2022
Vector Quantized Image-to-Image Translation Yu-Jie Chen Shin-I Cheng Wei-Chen Chiu Hung-Yu Tseng Hsin-Ying Lee 41 20 0 27 Jul 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier Gilles Puy Spyros Gidaris Alexandre Boulch Andrei Bursuc Renaud Marlet 3DPC 104 118 0 30 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 280 30,103 0 01 Mar 2022
MedNeRF: Medical Neural Radiance Fields for Reconstructing 3D-aware CT-Projections from a Single X-ray Abril Corona-Figueroa Jonathan Frawley Sam Bond-Taylor S. Bethapudi Hubert P. H. Shum Chris G. Willcocks MedIm 81 79 0 02 Feb 2022
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes Sam Bond-Taylor P. Hessey Hiroshi Sasaki T. Breckon Chris G. Willcocks DiffM 100 72 0 24 Nov 2021
Structured Denoising Diffusion Models in Discrete State-Spaces Jacob Austin Daniel D. Johnson Jonathan Ho Daniel Tarlow Rianne van den Berg DiffM 176 941 0 07 Jul 2021
Multi-view 3D Reconstruction with Transformer Dan Wang Xinrui Cui Xun Chen Zhengxia Zou Tianyang Shi Septimiu Salcudean Z. J. Wang Rabab Ward ViT 64 90 0 24 Mar 2021
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models Sam Bond-Taylor Adam Leach Yang Long Chris G. Willcocks VLM TPM 98 500 0 08 Mar 2021
Contraband Materials Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery Qian Wang T. Breckon 3DPC 32 7 0 21 Dec 2020
Long Range Arena: A Benchmark for Efficient Transformers Yi Tay Mostafa Dehghani Samira Abnar Songlin Yang Dara Bahri Philip Pham J. Rao Liu Yang Sebastian Ruder Donald Metzler 147 720 0 08 Nov 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 159 1,886 0 11 Jun 2020
On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery Qian Wang Neelanjan Bhowmik T. Breckon 106 10 0 27 Mar 2020
A Reference Architecture for Plausible Threat Image Projection (TIP) Within 3D X-ray Computed Tomography Volumes Qian Wang Najla Megherbi Bouallagu T. Breckon 67 10 0 15 Jan 2020
Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era Xian-Feng Han Hamid Laga Bennamoun 3DV 63 352 0 15 Jun 2019
X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks Xingde Ying Heng Guo Kai Ma Jian Wu Z. Weng Yefeng Zheng GAN MedIm 58 191 0 16 May 2019
What Do Single-view 3D Reconstruction Networks Learn? Maxim Tatarchenko Stephan R. Richter René Ranftl Zhuwen Li V. Koltun Thomas Brox 3DV 50 427 0 09 May 2019
Generating Long Sequences with Sparse Transformers R. Child Scott Gray Alec Radford Ilya Sutskever 127 1,899 0 23 Apr 2019
Deep Generative Models for Distribution-Preserving Lossy Compression Michael Tschannen E. Agustsson Mario Lucic 34 131 0 28 May 2018
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 226 5,019 0 02 Nov 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 83 2,109 0 17 Jan 2017
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 406 7,399 0 12 Sep 2016
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 209 2,513 0 16 Jun 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 479 2,570 0 25 Jan 2016