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
Balance of Number of Embedding and their Dimensions in Vector Quantization Hang Chen Sankepally Sainath Reddy Ziwei Chen Dianbo Liu 51 1 0 06 Jul 2024
NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular Libraries E. Nowara Pedro H. O. Pinheiro Sai Pooja Mahajan Omar Mahmood Andrew Watkins Saeed Saremi Michael R. Maser BDL DiffM 49 2 0 03 Jul 2024
MIGC++: Advanced Multi-Instance Generation Controller for Image Synthesis Dewei Zhou Yuchen Li Fan Ma Zongxin Yang Yue Yang 104 11 0 02 Jul 2024
Grouped Discrete Representation Guides Object-Centric Learning Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen OCL 41 2 0 01 Jul 2024
Deep learning for automated detection of breast cancer in deep ultraviolet fluorescence images with diffusion probabilistic model Sepehr Salem Ghahfarokhi Tyrell To Julie M Jorns T. Yen Bing Yu Dong Hye Ye DiffM MedIm 23 2 0 01 Jul 2024
Efficient World Models with Context-Aware Tokenization Vincent Micheli Eloi Alonso François Fleuret OffRL VLM 34 6 0 27 Jun 2024
MUMU: Bootstrapping Multimodal Image Generation from Text-to-Image Data William Berman A. Peysakhovich 39 4 0 26 Jun 2024
LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multimodal Large Language Models Mengdan Zhu Raasikh Kanjiani Jiahui Lu Andrew Choi Qirui Ye Liang Zhao DiffM 44 1 0 21 Jun 2024
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images Rushikesh Zawar Shaurya Dewan Andrew F. Luo Margaret M. Henderson Michael J. Tarr Leila Wehbe VGen CoGe 46 1 0 19 Jun 2024
Autoregressive Image Generation without Vector Quantization Tianhong Li Yonglong Tian He Li Mingyang Deng Kaiming He DiffM 62 184 0 17 Jun 2024
Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99% Lei Zhu Fangyun Wei Yanye Lu Dong Chen VLM 48 34 0 17 Jun 2024
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 42 0 0 17 Jun 2024
STEVE Series: Step-by-Step Construction of Agent Systems in Minecraft Zhonghan Zhao Wenhao Chai Xuan Wang Ke Ma Kewei Chen Dongxu Guo Tian Ye Yanting Zhang Hongwei Wang Gaoang Wang LLMAG LM&Ro 39 6 0 17 Jun 2024
Graph Knowledge Distillation to Mixture of Experts Pavel Rumiantsev Mark Coates 28 0 0 17 Jun 2024
ControlVAR: Exploring Controllable Visual Autoregressive Modeling Xiang Li Kai Qiu Hao Chen Jason Kuen Zhe-nan Lin Rita Singh Bhiksha Raj DiffM 43 21 0 14 Jun 2024
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models Qihao Liu Zhanpeng Zeng Ju He Qihang Yu Xiaohui Shen Liang-Chieh Chen 53 21 0 13 Jun 2024
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation Junke Wang Yi-Xin Jiang Zehuan Yuan Binyue Peng Zuxuan Wu Yu-Gang Jiang ViT VGen 80 38 0 13 Jun 2024
The Significance of Latent Data Divergence in Predicting System Degradation Miguel Fernandes Catarina Silva Alberto Cardoso Bernardete Ribeiro 26 0 0 13 Jun 2024
Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation Raphael Tang Xinyu Crystina Zhang Lixinyu Xu Yao Lu Wenyan Li Pontus Stenetorp Jimmy Lin Ferhan Ture 39 0 0 12 Jun 2024
Diffusion-Promoted HDR Video Reconstruction Yuanshen Guan Ruikang Xu Mingde Yao Ruisheng Gao Lizhi Wang Zhiwei Xiong 48 2 0 12 Jun 2024
To be Continuous, or to be Discrete, Those are Bits of Questions Yiran Wang Masao Utiyama 53 2 0 12 Jun 2024
An Image is Worth 32 Tokens for Reconstruction and Generation Qihang Yu Mark Weber XueQing Deng Xiaohui Shen Daniel Cremers Liang-Chieh Chen VLM ViT 60 85 0 11 Jun 2024
T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text Aoxiong Yin Haoyuan Li Kai Shen Siliang Tang Yueting Zhuang SLR 58 2 0 11 Jun 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 40 17 0 11 Jun 2024
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation Peize Sun Yi Jiang Shoufa Chen Shilong Zhang Bingyue Peng Ping Luo Zehuan Yuan VLM 68 230 0 10 Jun 2024
Revisiting Non-Autoregressive Transformers for Efficient Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Jiayi Guo Jinyi Hu Zhiyuan Liu Shiji Song Yuan Yao Gao Huang 37 14 0 08 Jun 2024
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models Diptanu De Shankhanil Mitra R. Soundararajan 47 2 0 07 Jun 2024
Zero-Painter: Training-Free Layout Control for Text-to-Image Synthesis Marianna Ohanyan Hayk Manukyan Zhangyang Wang Shant Navasardyan Humphrey Shi DiffM 61 1 0 06 Jun 2024
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning Inwoo Hwang Yunhyeok Kwak Suhyung Choi Byoung-Tak Zhang Sanghack Lee 45 1 0 05 Jun 2024
VQUNet: Vector Quantization U-Net for Defending Adversarial Atacks by Regularizing Unwanted Noise Zhixun He Mukesh Singhal 33 1 0 05 Jun 2024
Phy-Diff: Physics-guided Hourglass Diffusion Model for Diffusion MRI Synthesis Juanhua Zhang Ruodan Yan Alessandro Perelli Xi Chen Chao Li MedIm DiffM 58 5 0 05 Jun 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation Erik Landolsi Fredrik Kahl DiffM 58 1 0 05 Jun 2024
Inpainting Pathology in Lumbar Spine MRI with Latent Diffusion Colin Hansen Simas Glinskis Ashwin Raju Micha Kornreich JinHyeong Park Jayashri Pawar Richard Herzog Li Zhang Benjamin Odry MedIm DiffM 67 3 0 04 Jun 2024
CoNav: A Benchmark for Human-Centered Collaborative Navigation Changhao Li Xinyu Sun Peihao Chen Jugang Fan Zixu Wang Yanxia Liu Jinhui Zhu Chuang Gan Mingkui Tan 58 1 0 04 Jun 2024
Edit Distance Robust Watermarks for Language Models Noah Golowich Ankur Moitra AAML WaLM 44 5 0 04 Jun 2024
MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training Kengo Uchida Takashi Shibuya Yuhta Takida Naoki Murata Shusuke Takahashi Shusuke Takahashi Yuki Mitsufuji VGen 57 5 0 04 Jun 2024
Trajectory Forecasting through Low-Rank Adaptation of Discrete Latent Codes Riccardo Benaglia Angelo Porrello Pietro Buzzega Simone Calderara Rita Cucchiara 20 0 0 31 May 2024
RapVerse: Coherent Vocals and Whole-Body Motions Generations from Text Jiaben Chen Xin Yan Yihang Chen Siyuan Cen Qinwei Ma Haoyu Zhen Kaizhi Qian Lie Lu Chuang Gan 38 0 0 30 May 2024
Predicting Long-Term Human Behaviors in Discrete Representations via Physics-Guided Diffusion Zhitian Zhang Anjian Li Angelica Lim Mo Chen 41 3 0 29 May 2024
Self-Supervised Learning Based Handwriting Verification Mihir Chauhan Mohammad Abuzar Shaikh Abhishek Satbhai Mir Basheer Ali B. Ramamurthy Mingchen Gao Siwei Lyu Sargur Srihari 24 2 0 28 May 2024
BeamVQ: Aligning Space-Time Forecasting Model via Self-training on Physics-aware Metrics Hao Wu Xingjian Shi Ziyue Huang Penghao Zhao Wei Xiong Jinbao Xue Yangyu Tao Xiaomeng Huang Weiyan Wang AI4TS 63 1 0 27 May 2024
$$\text{Di}^2\text{Pose}$: Discrete Diffusion Model for Occluded 3D Human Pose Estimation$ $\text{Di}^2\text{Pose}$ : Discrete Diffusion Model for Occluded 3D Human Pose Estimation Weiquan Wang Jun Xiao Chunping Wang Wei Liu Zhao Wang Long Chen DiffM 36 1 0 27 May 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 44 2 0 27 May 2024
Variational Offline Multi-agent Skill Discovery Jiayu Chen Bhargav Ganguly Tian-Shing Lan OffRL 69 3 0 26 May 2024
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees E. Nehme Rotem Mulayoff T. Michaeli UQCV 50 2 0 24 May 2024
ParamReL: Learning Parameter Space Representation via Progressively Encoding Bayesian Flow Networks Zhangkai Wu Xuhui Fan Jin Li Zhilin Zhao Hui Chen LongBing Cao 57 2 0 24 May 2024
A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation Gwanghyun Kim Alonso Martinez Yu-Chuan Su Brendan Jou José Lezama ... Lijun Yu Lu Jiang A. Jansen Jacob Walker Krishna Somandepalli 32 8 0 22 May 2024
Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models Xiyu Wang Yufei Wang Satoshi Tsutsui Weisi Lin Bihan Wen Alex C. Kot 50 4 0 20 May 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals Hui Zheng Haiteng Wang Wei-Bang Jiang Zhongtao Chen Li He Pei-Yang Lin Peng-Hu Wei Guo-Guang Zhao Yun-Zhe Liu 52 1 0 19 May 2024
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling Siyuan Li Zedong Wang Zicheng Liu Di Wu Cheng Tan Jiangbin Zheng Yufei Huang Stan Z. Li 45 7 0 13 May 2024