Generating Diverse High-Fidelity Images with VQ-VAE-2

2 June 2019

Ali Razavi

Papers citing "Generating Diverse High-Fidelity Images with VQ-VAE-2"

50 / 1,107 papers shown

Title
On Incorporating Inductive Biases into VAEs Ning Miao Emile Mathieu N. Siddharth Yee Whye Teh Tom Rainforth CML DRL 32 10 0 25 Jun 2021
NP-DRAW: A Non-Parametric Structured Latent Variable Model for Image Generation Xiaohui Zeng R. Urtasun R. Zemel Sanja Fidler Renjie Liao DiffM 13 2 0 25 Jun 2021
Handling Data Heterogeneity with Generative Replay in Collaborative Learning for Medical Imaging Liangqiong Qu N. Balachandar Miao Zhang D. Rubin MedIm 22 19 0 24 Jun 2021
Symmetric Wasserstein Autoencoders S. Sun Hong Guo DiffM GAN 26 0 0 24 Jun 2021
VIMPAC: Video Pre-Training via Masked Token Prediction and Contrastive Learning Hao Tan Jie Lei Thomas Wolf Joey Tianyi Zhou 39 65 0 21 Jun 2021
Deep Generative Learning via Schrödinger Bridge Gefei Wang Yuling Jiao Qiang Xu Yang Wang Can Yang DiffM OT 23 93 0 19 Jun 2021
Cascading Modular Network (CAM-Net) for Multimodal Image Synthesis Shichong Peng Alireza Moazeni Ke Li GAN 24 0 0 16 Jun 2021
Discrete Auto-regressive Variational Attention Models for Text Modeling Xianghong Fang Haoli Bai Jian Li Zenglin Xu Michael Lyu Irwin King 40 3 0 16 Jun 2021
Multi-Resolution Continuous Normalizing Flows Vikram S. Voleti Chris Finlay Adam M. Oberman Christopher Pal 35 4 0 15 Jun 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 68 2,751 0 15 Jun 2021
Divergence Frontiers for Generative Models: Sample Complexity, Quantization Effects, and Frontier Integrals Lang Liu Krishna Pillutla Sean Welleck Sewoong Oh Yejin Choi Zaïd Harchaoui MQ 31 14 0 15 Jun 2021
Improved Transformer for High-Resolution GANs Long Zhao Zizhao Zhang Ting Chen Dimitris N. Metaxas Han Zhang ViT 39 95 0 14 Jun 2021
Non Gaussian Denoising Diffusion Models Eliya Nachmani Robin San Roman Lior Wolf VLM DiffM 35 48 0 14 Jun 2021
CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis Simon Rouard Gaëtan Hadjeres DiffM 27 42 0 14 Jun 2021
Inverting Adversarially Robust Networks for Image Synthesis Renan A. Rojas-Gomez Raymond A. Yeh Minh Do A. Nguyen 16 4 0 13 Jun 2021
D2C: Diffusion-Denoising Models for Few-shot Conditional Generation Abhishek Sinha Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 30 118 0 12 Jun 2021
PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior Sang-gil Lee Heeseung Kim Chaehun Shin Xu Tan Chang-Shu Liu Qi Meng Tao Qin Wei Chen Sung-Hoon Yoon Tie-Yan Liu DiffM 29 82 0 11 Jun 2021
Score-based Generative Modeling in Latent Space Arash Vahdat Karsten Kreis Jan Kautz DiffM 21 659 0 10 Jun 2021
Vector Quantized Models for Planning Sherjil Ozair Yazhe Li Ali Razavi Ioannis Antonoglou Aaron van den Oord Oriol Vinyals OffRL 32 49 0 08 Jun 2021
Hierarchical Lovász Embeddings for Proposal-free Panoptic Segmentation Tommi Kerola Jie Li Atsushi Kanehira Yasunori Kudo Alexis Vallet Adrien Gaidon 40 8 0 08 Jun 2021
NWT: Towards natural audio-to-video generation with representation learning Rayhane Mama Marc S. Tyndel Hashiam Kadhim Cole Clifford Ragavan Thurairatnam VGen 34 12 0 08 Jun 2021
Interpretable agent communication from scratch (with a generic visual processor emerging on the side) Roberto Dessì Eugene Kharitonov Marco Baroni 35 27 0 08 Jun 2021
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale Competition C. Bai Hsuan-Tien Lin Colin Raffel Wendy Kan 18 34 0 06 Jun 2021
Neural Distributed Source Coding Jay Whang Alliot Nagle Anish Acharya Hyeji Kim A. Dimakis 43 20 0 05 Jun 2021
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework Zeyu Yan Fei Wen R. Ying Chao Ma Peilin Liu 23 36 0 05 Jun 2021
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals Asma Ghandeharioun Been Kim Chun-Liang Li Brendan Jou B. Eoff Rosalind W. Picard AAML 35 53 0 31 May 2021
Cascaded Diffusion Models for High Fidelity Image Generation Jonathan Ho Chitwan Saharia William Chan David J. Fleet Mohammad Norouzi Tim Salimans 90 1,183 0 30 May 2021
M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers Zhu Zhang Jianxin Ma Chang Zhou Rui Men Zhikang Li Ming Ding Jie Tang Jingren Zhou Hongxia Yang 27 46 0 29 May 2021
CogView: Mastering Text-to-Image Generation via Transformers Ming Ding Zhuoyi Yang Wenyi Hong Wendi Zheng Chang Zhou ... Junyang Lin Xu Zou Zhou Shao Hongxia Yang Jie Tang ViT VLM 54 766 0 26 May 2021
Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics V. Jayaram John Thickstun DiffM 28 23 0 17 May 2021
Priors in Bayesian Deep Learning: A Review Vincent Fortuin UQCV BDL 38 124 0 14 May 2021
High-Resolution Complex Scene Synthesis with Transformers Manuel Jahn Robin Rombach Bjorn Ommer ViT 23 37 0 13 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 85 7,480 0 11 May 2021
Computer-Aided Design as Language Yaroslav Ganin Sergey Bartunov Yujia Li E. Keller Stefano Saliceti 3DV 104 90 0 06 May 2021
OCTOPUS: Overcoming Performance andPrivatization Bottlenecks in Distributed Learning Shuo Wang Surya Nepal Kristen Moore M. Grobler Carsten Rudolph A. Abuadbba FedML 45 8 0 03 May 2021
Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder Clément Chadebec Elina Thibeau-Sutre Ninon Burgos S. Allassonnière 48 63 0 30 Apr 2021
GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions Chenfei Wu Lun Huang Qianxi Zhang Binyang Li Lei Ji Fan Yang Guillermo Sapiro Nan Duan DiffM VGen 32 233 0 30 Apr 2021
PANDA : Perceptually Aware Neural Detection of Anomalies Jack W. Barker T. Breckon 27 5 0 28 Apr 2021
Adaptive Appearance Rendering Mengyao Zhai Ruizhi Deng Jiacheng Chen Lei Chen Zhiwei Deng Greg Mori 25 1 0 24 Apr 2021
On Aliased Resizing and Surprising Subtleties in GAN Evaluation Gaurav Parmar Richard Y. Zhang Jun-Yan Zhu EGVM 25 74 0 22 Apr 2021
IB-DRR: Incremental Learning with Information-Back Discrete Representation Replay Jian Jiang Edoardo Cetin Oya Celiktutan 27 9 0 21 Apr 2021
VideoGPT: Video Generation using VQ-VAE and Transformers Wilson Yan Yunzhi Zhang Pieter Abbeel A. Srinivas ViT VGen 245 487 0 20 Apr 2021
Geometry-Free View Synthesis: Transformers and no 3D Priors Robin Rombach Patrick Esser Bjorn Ommer ViT 33 93 0 15 Apr 2021
Spectrogram Inpainting for Interactive Generation of Instrument Sounds Théis Bazin Gaëtan Hadjeres P. Esling M. Malt 39 11 0 15 Apr 2021
Diamond in the rough: Improving image realism by traversing the GAN latent space Jeffrey Wen Fabian Benitez-Quiroz Qianli Feng Aleix M. Martinez 31 3 0 12 Apr 2021
Boltzmann Tuning of Generative Models Victor Berger Michele Sebag 37 0 0 12 Apr 2021
InfinityGAN: Towards Infinite-Pixel Image Synthesis C. Lin Hsin-Ying Lee Yen-Chi Cheng Sergey Tulyakov Ming-Hsuan Yang 36 70 0 08 Apr 2021
Creativity and Machine Learning: A Survey Giorgio Franceschelli Mirco Musolesi VLM AI4CE 34 40 0 06 Apr 2021
Noise Estimation for Generative Diffusion Models Robin San-Roman Eliya Nachmani Lior Wolf DiffM 41 105 0 06 Apr 2021
Training Deep Normalizing Flow Models in Highly Incomplete Data Scenarios with Prior Regularization Edgar A. Bernal 31 1 0 03 Apr 2021