Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning

4 March 2022

Hsin-Ying Lee

Papers citing "Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning"

50 / 65 papers shown

Title
DrivingWorld: Constructing World Model for Autonomous Driving via Video GPT Xiaotao Hu Wei Yin Mingkai Jia Junyuan Deng Xiaoyang Guo Qian Zhang Xiaoxiao Long Ping Tan VGen 144 14 0 31 Dec 2024
DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models Xiaoxiao He Ligong Han Quan Dao Song Wen Minhao Bai ... Hongdong Li Junzhou Huang Faez Ahmed Akash Srivastava Dimitris Metaxas DiffM SyDa 149 5 0 10 Oct 2024
SINE: SINgle Image Editing with Text-to-Image Diffusion Models Zhixing Zhang Ligong Han Arna Ghosh Dimitris N. Metaxas Jian Ren DiffM 152 160 0 08 Dec 2022
Stochastic Video Prediction with Structure and Motion Adil Kaan Akan Sadra Safadoust Fatma Guney VGen 70 10 0 20 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,152 0 01 Mar 2022
SLAMP: Stochastic Latent Appearance and Motion Prediction Adil Kaan Akan Erkut Erdem Aykut Erdem Fatma Guney 51 40 0 05 Aug 2021
Generative Video Transformer: Can Objects be the Words? Yi-Fu Wu Jaesik Yoon Sungjin Ahn ViT 95 34 0 20 Jul 2021
FitVid: Overfitting in Pixel-Level Video Prediction Mohammad Babaeizadeh M. Saffar Suraj Nair Sergey Levine Chelsea Finn D. Erhan VLM 107 84 0 24 Jun 2021
Understanding Object Dynamics for Interactive Image-to-Video Synthesis A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer DiffM VGen 71 40 0 21 Jun 2021
VIMPAC: Video Pre-Training via Masked Token Prediction and Contrastive Learning Hao Tan Jie Lei Thomas Wolf Joey Tianyi Zhou 102 66 0 21 Jun 2021
Flow Guided Transformable Bottleneck Networks for Motion Retargeting Jian Ren Menglei Chai Oliver J. Woodford Kyle Olszewski Sergey Tulyakov 3DH 54 24 0 14 Jun 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 125 782 0 26 May 2021
Stochastic Image-to-Video Synthesis using cINNs Michael Dorkenwald Timo Milbich A. Blattmann Robin Rombach Konstantinos G. Derpanis Bjorn Ommer DiffM VGen 80 55 0 10 May 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis Yu Tian Jian Ren Menglei Chai Kyle Olszewski Xi Peng Dimitris N. Metaxas Sergey Tulyakov VGen 102 186 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 84 243 0 30 Apr 2021
Motion Representations for Articulated Animation Aliaksandr Siarohin Oliver J. Woodford Jian Ren Menglei Chai Sergey Tulyakov OCL 184 274 0 22 Apr 2021
VideoGPT: Video Generation using VQ-VAE and Transformers Wilson Yan Yunzhi Zhang Pieter Abbeel A. Srinivas ViT VGen 310 512 0 20 Apr 2021
Predicting Video with VQVAE Jacob Walker Ali Razavi Aaron van den Oord DRL 110 69 0 02 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 996 29,871 0 26 Feb 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 420 5,000 0 24 Feb 2021
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 133 3,004 0 17 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 682 41,483 0 22 Oct 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho Jiasen Lu Dustin Schwenk Hannaneh Hajishirzi Aniruddha Kembhavi VLM MLLM 89 102 0 23 Sep 2020
TiVGAN: Text to Image to Video Generation with Step-by-Step Evolutionary Generator Doyeon Kim Donggyu Joo Junmo Kim GAN 65 48 0 04 Sep 2020
Latent Video Transformer Ruslan Rakhimov Denis Volkhonskiy Alexey Artemov Denis Zorin Evgeny Burnaev VGen 100 121 0 18 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 889 42,463 0 28 May 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 90 1,218 0 05 Apr 2020
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers Zhicheng Huang Zhaoyang Zeng Bei Liu Dongmei Fu Jianlong Fu ViT 161 440 0 02 Apr 2020
First Order Motion Model for Image Animation Aliaksandr Siarohin Stéphane Lathuilière Sergey Tulyakov Elisa Ricci N. Sebe VGen DiffM 125 936 0 29 Feb 2020
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data Di Qi Lin Su Jianwei Song Edward Cui Taroon Bharti Arun Sacheti VLM 102 261 0 22 Jan 2020
Lower Dimensional Kernels for Video Discriminators Emmanuel Kahembwe S. Ramamoorthy 71 51 0 18 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 553 42,639 0 03 Dec 2019
Markov Decision Process for Video Generation V. Yushchenko Nikita Araslanov Stefan Roth VGen 72 20 0 26 Sep 2019
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis Wen Liu Zhixin Piao Jie Min Wenhan Luo Lin Ma Shenghua Gao DiffM 64 259 0 26 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 689 24,557 0 26 Jul 2019
Scaling Autoregressive Video Models Dirk Weissenborn Oscar Täckström Jakob Uszkoreit DiffM VGen 94 204 0 06 Jun 2019
Masked Non-Autoregressive Image Captioning Junlong Gao Xi Meng Shiqi Wang Xia Li Shanshe Wang Siwei Ma Wen Gao 75 37 0 03 Jun 2019
Generating Diverse High-Fidelity Images with VQ-VAE-2 Ali Razavi Aaron van den Oord Oriol Vinyals DRL BDL 151 1,828 0 02 Jun 2019
A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models Elman Mansimov Alex Jinpeng Wang Sean Welleck Kyunghyun Cho AIMat 56 46 0 29 May 2019
Video Generation from Single Semantic Label Map Junting Pan Chengyu Wang Xu Jia Jing Shao Lu Sheng Junjie Yan Xiaogang Wang VGen 46 104 0 11 Mar 2019
BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model Alex Jinpeng Wang Kyunghyun Cho VLM 103 358 0 11 Feb 2019
Towards Accurate Generative Models of Video: A New Metric & Challenges Thomas Unterthiner Sjoerd van Steenkiste Karol Kurach Raphaël Marinier Marcin Michalski Sylvain Gelly EGVM VGen 93 747 0 03 Dec 2018
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN Masaki Saito Shunta Saito Masanori Koyama Sosuke Kobayashi 94 147 0 22 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs Dinesh Acharya Zhiwu Huang D. Paudel Luc Van Gool GAN 51 68 0 04 Oct 2018
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 184 306 0 11 Jun 2018
Assessing Generative Models via Precision and Recall Mehdi S. M. Sajjadi Olivier Bachem Mario Lucic Olivier Bousquet Sylvain Gelly EGVM 95 584 0 31 May 2018
To Create What You Tell: Generating Videos from Captions Yingwei Pan Zhaofan Qiu Ting Yao Houqiang Li Tao Mei GAN 81 154 0 23 Apr 2018
Stochastic Video Generation with a Learned Prior Emily L. Denton Rob Fergus VGen 100 526 0 21 Feb 2018
Non-Autoregressive Neural Machine Translation Jiatao Gu James Bradbury Caiming Xiong Victor O.K. Li R. Socher 107 798 0 07 Nov 2017