{"total":43,"rows":[{"id":"2308.08089","title":"DragNUWA: Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory","created":"2023-08-16","cited_by_count":264,"area":null},{"id":"2311.10709","title":"Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning","created":"2023-11-17","cited_by_count":255,"area":null},{"id":"2206.05099","title":"SimVP: Simpler yet Better Video Prediction","created":"2022-06-09","cited_by_count":184,"area":null},{"id":"2103.09504","title":"PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning","created":"2021-03-17","cited_by_count":182,"area":null},{"id":"2112.02815","title":"Make It Move: Controllable Image-to-Video Generation with Text Descriptions","created":"2021-12-06","cited_by_count":88,"area":null},{"id":"2106.13195","title":"FitVid: Overfitting in Pixel-Level Video Prediction","created":"2021-06-24","cited_by_count":87,"area":null},{"id":"2206.12126","title":"Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning","created":"2022-06-24","cited_by_count":86,"area":null},{"id":"2103.04174","title":"Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction","created":"2021-03-06","cited_by_count":75,"area":null},{"id":"2104.00924","title":"Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning","created":"2021-04-02","cited_by_count":62,"area":null},{"id":"2104.00675","title":"In&Out : Diverse Image Outpainting via GAN Inversion","created":"2021-04-01","cited_by_count":55,"area":null},{"id":"2306.11249","title":"OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning","created":"2023-06-20","cited_by_count":54,"area":null},{"id":"2105.04551","title":"Stochastic Image-to-Video Synthesis using cINNs","created":"2021-05-10","cited_by_count":49,"area":null},{"id":"2102.09532","title":"Clockwork Variational Autoencoders","created":"2021-02-18","cited_by_count":42,"area":null},{"id":"2107.02790","title":"iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis","created":"2021-07-06","cited_by_count":42,"area":null},{"id":"2106.11303","title":"Understanding Object Dynamics for Interactive Image-to-Video Synthesis","created":"2021-06-21","cited_by_count":38,"area":null},{"id":"2405.19745","title":"GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis","created":"2024-05-30","cited_by_count":25,"area":null},{"id":"2104.06697","title":"Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction","created":"2021-04-14","cited_by_count":23,"area":null},{"id":"2110.11191","title":"Generative Adversarial Graph Convolutional Networks for Human Action Synthesis","created":"2021-10-21","cited_by_count":23,"area":null},{"id":"2211.12509","title":"SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive Learning","created":"2022-11-22","cited_by_count":22,"area":null},{"id":"2104.09762","title":"Learning Semantic-Aware Dynamics for Video Prediction","created":"2021-04-20","cited_by_count":21,"area":null},{"id":"2107.04619","title":"Diverse Video Generation using a Gaussian Process Trigger","created":"2021-07-09","cited_by_count":17,"area":null},{"id":"2312.08403","title":"Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model","created":"2023-12-13","cited_by_count":17,"area":null},{"id":"2109.08591","title":"Diverse Generation from a Single Video Made Possible","created":"2021-09-17","cited_by_count":13,"area":null},{"id":"2108.05658","title":"Conditional Temporal Variational AutoEncoder for Action Video Prediction","created":"2021-08-12","cited_by_count":9,"area":null},{"id":"2110.11236","title":"Variational Predictive Routing with Nested Subjective Timescales","created":"2021-10-21","cited_by_count":9,"area":null},{"id":"2402.05970","title":"Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts","created":"2024-02-06","cited_by_count":9,"area":null},{"id":"2111.12747","title":"Layered Controllable Video Generation","created":"2021-11-24","cited_by_count":7,"area":null},{"id":"2405.02288","title":"Prospective Role of Foundation Models in Advancing Autonomous Vehicles","created":"2023-12-08","cited_by_count":7,"area":null},{"id":"2412.16155","title":"Can Generative Video Models Help Pose Estimation?","created":"2024-12-20","cited_by_count":7,"area":null},{"id":"2503.20748","title":"UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines","created":"2025-03-26","cited_by_count":3,"area":null},{"id":"2308.11079","title":"Long-Term Prediction of Natural Video Sequences with Robust Video Predictors","created":"2023-08-21","cited_by_count":2,"area":null},{"id":"2504.05537","title":"Towards Efficient Real-Time Video Motion Transfer via Generative Time Series Modeling","created":"2025-04-07","cited_by_count":2,"area":null},{"id":"2510.05558","title":"Midway Network: Learning Representations for Recognition and Motion from Latent Dynamics","created":"2025-10-07","cited_by_count":2,"area":null},{"id":"2101.12050","title":"VAE^2: Preventing Posterior Collapse of Variational Video Predictions in the Wild","created":"2021-01-28","cited_by_count":1,"area":null},{"id":"2109.07561","title":"A Framework for Multisensory Foresight for Embodied Agents","created":"2021-09-15","cited_by_count":1,"area":null},{"id":"2208.09411","title":"Wildfire Forecasting with Satellite Images and Deep Generative Model","created":"2022-08-19","cited_by_count":1,"area":null},{"id":"2403.11337","title":"Enhancing Bandwidth Efficiency for Video Motion Transfer Applications using Deep Learning Based Keypoint Prediction","created":"2024-03-17","cited_by_count":1,"area":null},{"id":"2107.10068","title":"From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting","created":"2021-07-21","cited_by_count":0,"area":null},{"id":"2205.05725","title":"Diverse Video Generation from a Single Video","created":"2022-05-11","cited_by_count":0,"area":null},{"id":"2212.04679","title":"Motion and Context-Aware Audio-Visual Conditioned Video Prediction","created":"2022-12-09","cited_by_count":0,"area":null},{"id":"2307.11259","title":"Investigating Low Data, Confidence Aware Image Prediction on Smooth Repetitive Videos using Gaussian Processes","created":"2023-07-20","cited_by_count":0,"area":null},{"id":"2404.05439","title":"Action-conditioned video data improves predictability","created":"2024-04-08","cited_by_count":0,"area":null},{"id":"2406.14436","title":"Video Generation with Learned Action Prior","created":"2024-06-20","cited_by_count":0,"area":null}],"next_cursor":null}