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"

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Title
Randomized Autoregressive Visual Generation Qihang Yu Ju He XueQing Deng Xiaohui Shen Liang-Chieh Chen VGen DiffM 151 40 1 01 Nov 2024
Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient Retrieval Nikolaos Flemotomos Roger Hsiao P. Swietojanski Takaaki Hori Dogan Can Xiaodan Zhuang 143 1 0 01 Nov 2024
$α$ -TCVAE: On the relationship between Disentanglement and Diversity Cristian Meo Louis Mahon Anirudh Goyal Justin Dauwels DRL 159 8 0 01 Nov 2024
Diffusion-nested Auto-Regressive Synthesis of Heterogeneous Tabular Data Hengrui Zhang Liancheng Fang Qitian Wu Philip S. Yu DiffM LMTD 80 3 0 28 Oct 2024
FACTS: A Factored State-Space Framework For World Modelling Li Nanbo Firas Laakom Yucheng Xu Wenyi Wang Jürgen Schmidhuber AI4TS 538 1 0 28 Oct 2024
LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior Hanyu Wang Saksham Suri Yixuan Ren Hao Chen Abhinav Shrivastava VGen 119 12 0 28 Oct 2024
Equivariant Blurring Diffusion for Hierarchical Molecular Conformer Generation Jiwoong Park Yang Shen DiffM 112 1 0 26 Oct 2024
Image Generation from Image Captioning -- Invertible Approach Nandakishore S Menon Chandramouli Kamanchi Raghuram Bharadwaj Diddigi 19 0 0 26 Oct 2024
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models Liulei Li Wenguan Wang Yue Yang 108 8 0 26 Oct 2024
Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals Srihari Kamesh Kompella Kemal Davaslioglu Y. Sagduyu Sastry Kompella 47 1 0 23 Oct 2024
MotionGlot: A Multi-Embodied Motion Generation Model Sudarshan Harithas Srinath Sridhar 187 2 0 22 Oct 2024
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 202 0 0 21 Oct 2024
Elucidating the design space of language models for image generation Xuantong Liu Shaozhe Hao Xianbiao Qi Tianyang Hu Jun Wang Rong Xiao Yuan Yao VLM 90 3 0 21 Oct 2024
SeisLM: a Foundation Model for Seismic Waveforms Tianlin Liu Jannes Münchmeyer Laura Laurenti C. Marone Maarten V. de Hoop Ivan Dokmanić VLM 131 6 0 21 Oct 2024
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation Jilong Li Zhenxi Song Jiaqi Wang Meishan Zhang Honghai Liu Min Zhang Zhiguo Zhang 119 2 0 19 Oct 2024
SNAC: Multi-Scale Neural Audio Codec Hubert Siuzdak Florian Grötschla Luca A. Lanzendörfer 58 19 0 18 Oct 2024
Improving Vector-Quantized Image Modeling with Latent Consistency-Matching Diffusion Bac Nguyen and Chieh-Hsin Lai Yuhta Takida Naoki Murata Toshimitsu Uesaka Stefano Ermon Yuki Mitsufuji 123 0 0 18 Oct 2024
A Complexity-Based Theory of Compositionality Eric Elmoznino Thomas Jiralerspong Yoshua Bengio Guillaume Lajoie CoGe 167 10 0 18 Oct 2024
MotionBank: A Large-scale Video Motion Benchmark with Disentangled Rule-based Annotations Liang Xu Shaoyang Hua Zili Lin Yifan Liu Feipeng Ma Yichao Yan Xin Jin Xiaokang Yang Wenjun Zeng VGen 111 4 0 17 Oct 2024
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance Jiwan Hur Dong-Jae Lee Gyojin Han Jaehyun Choi Yunho Jeon Junmo Kim DiffM 116 0 0 17 Oct 2024
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective Yongxin Zhu Bing Li Hang Zhang Xin Li Linli Xu Lidong Bing DiffM 120 9 0 16 Oct 2024
Customize Your Visual Autoregressive Recipe with Set Autoregressive Modeling Wenze Liu Le Zhuo Yi Xin Sheng Xia Peng Gao Xiangyu Yue 137 9 0 14 Oct 2024
Gaussian Mixture Vector Quantization with Aggregated Categorical Posterior Mingyuan Yan Jiawei Wu Rushi Shah Dianbo Liu 60 0 0 14 Oct 2024
AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior Guoqiang Liang Qingnan Fan Bingtao Fu Jinwei Chen Hong Gu Lin Wang DiffM 75 1 0 13 Oct 2024
Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings Di Wu Siyuan Li Chen Feng Lu Cao Yize Zhang Jie Yang Mohamad Sawan 102 1 0 13 Oct 2024
Hallo2: Long-Duration and High-Resolution Audio-Driven Portrait Image Animation Jiahao Cui Hui Li Yao Yao Hao Zhu Hanlin Shang Kaihui Cheng Hang Zhou Siyu Zhu Jingdong Wang DiffM VGen 110 29 0 10 Oct 2024
Improved Variational Inference in Discrete VAEs using Error Correcting Codes María Martínez-García Grace Villacrés David Mitchell Pablo M. Olmos DRL 112 0 0 10 Oct 2024
ElasticTok: Adaptive Tokenization for Image and Video Wilson Yan Matei A. Zaharia Volodymyr Mnih Pieter Abbeel Aleksandra Faust Hao Liu VGen 123 11 0 10 Oct 2024
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models Rui Zhao Hangjie Yuan Yujie Wei Shiwei Zhang Yuchao Gu ... Xiang Wang Zhangjie Wu Junhao Zhang Yingya Zhang Mike Zheng Shou DiffM VLM 124 4 0 09 Oct 2024
LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning Zhe Li Weihao Yuan Yisheng He Lingteng Qiu Shenhao Zhu Xiaodong Gu Weichao Shen Yuan Dong Zilong Dong Laurence T. Yang 109 10 0 09 Oct 2024
Geometric Representation Condition Improves Equivariant Molecule Generation Zian Li Cai Zhou Xiyuan Wang Xingang Peng Muhan Zhang 132 2 0 04 Oct 2024
SGW-based Multi-Task Learning in Vision Tasks Ruiyuan Zhang Yuyao Chen Yuchi Huo Jiaxiang Liu Dianbing Xi Jie Liu Chao Wu 88 1 0 03 Oct 2024
CaLMFlow: Volterra Flow Matching using Causal Language Models Shiyang Zhang Daniel Levine Ivan Vrkic Marco Francesco Bressana David Zhang S. Rizvi Yangtian Zhang E. Zappala David van Dijk 64 1 0 03 Oct 2024
From Pixels to Tokens: Byte-Pair Encoding on Quantized Visual Modalities Wanpeng Zhang Zilong Xie Yicheng Feng Yijiang Li Xingrun Xing Sipeng Zheng Zongqing Lu MLLM 126 1 0 03 Oct 2024
ImageFolder: Autoregressive Image Generation with Folded Tokens Xiang Li Kai Qiu Hao Chen Jason Kuen Jiuxiang Gu Bhiksha Raj Zhe Lin VLM 119 30 0 02 Oct 2024
Denoising with a Joint-Embedding Predictive Architecture Dengsheng Chen Jie Hu Xiaoming Wei Enhua Wu DiffM 177 3 0 02 Oct 2024
Integrating Text-to-Music Models with Language Models: Composing Long Structured Music Pieces Lilac Atassi 112 0 0 01 Oct 2024
Diverse Code Query Learning for Speech-Driven Facial Animation Chunzhi Gu Shigeru Kuriyama Katsuya Hotta DiffM 68 0 0 27 Sep 2024
Rejection Sampling IMLE: Designing Priors for Better Few-Shot Image Synthesis Chirag Vashist Shichong Peng Ke Li DiffM 98 1 0 26 Sep 2024
Exploring Semantic Clustering in Deep Reinforcement Learning for Video Games Liang Zhang Justin Lieffers A. Pyarelal 122 0 0 25 Sep 2024
Single Image, Any Face: Generalisable 3D Face Generation Wenqing Wang Haosen Yang Josef Kittler Xiatian Zhu 3DH 161 0 0 25 Sep 2024
TCSinger: Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control Yu Zhang Ziyue Jiang Ruiqi Li Changhao Pan Jinzheng He Rongjie Huang Chuxin Wang Zhou Zhao DiffM VLM 192 8 0 24 Sep 2024
Multi-modal Generative AI: Multi-modal LLMs, Diffusions and the Unification X. Wang Yuwei Zhou Bin Huang Hong Chen Wenwu Zhu DiffM 177 9 0 23 Sep 2024
LASERS: LAtent Space Encoding for Representations with Sparsity for Generative Modeling Xin Li Anand Sarwate 58 0 0 16 Sep 2024
Beta-Sigma VAE: Separating beta and decoder variance in Gaussian variational autoencoder Seunghwan Kim Seungkyu Lee DRL 72 0 0 14 Sep 2024
Detect Fake with Fake: Leveraging Synthetic Data-driven Representation for Synthetic Image Detection Hina Otake Yoshihiro Fukuhara Yoshiki Kubotani Shigeo Morishima ViT 95 0 0 13 Sep 2024
GenCAD: Image-Conditioned Computer-Aided Design Generation with Transformer-Based Contrastive Representation and Diffusion Priors Md Ferdous Alam Faez Ahmed DiffM 126 9 0 08 Sep 2024
Blended Latent Diffusion under Attention Control for Real-World Video Editing Deyin Liu Lin Yuanbo Wu Xianghua Xie DiffM 66 0 0 05 Sep 2024
VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization Yixuan Zhou Xing Xu Zhe Sun Jingkuan Song A. Cichocki Heng Tao Shen 139 1 0 02 Sep 2024
AdaNAT: Exploring Adaptive Policy for Token-Based Image Generation Zanlin Ni Yulin Wang Renping Zhou Rui Lu Jiayi Guo Jinyi Hu Zhiyuan Liu Yuan Yao Gao Huang 113 8 0 31 Aug 2024