% Key papers for Efficient video diffusion models (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{neurips2022_video_65589, title = {{Video Diffusion Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55250}, } @inproceedings{cvpr2023_conditional_20626, title = {{Conditional Image-to-Video Generation With Latent Flow Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22006}, } @inproceedings{cvpr2023_video_22518, title = {{Video Probabilistic Diffusion Models in Projected Latent Space}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22106}, } @inproceedings{neurips2022_flexible_63698, title = {{Flexible Diffusion Modeling of Long Videos}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/53513}, } @inproceedings{cvpr2024_upscale_25176, title = {{Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31563}, } @inproceedings{aaai2024_ldmvfi_6394, title = {{LDMVFI: Video Frame Interpolation with Latent Diffusion Models}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27912}, } @inproceedings{aaai2023_vidm_4930, title = {{VIDM: Video Implicit Diffusion Models}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26094}, } @inproceedings{neurips2022_mcvd_65689, title = {{MCVD - Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/54707}, } @inproceedings{cvpr2024_video_25218, title = {{Video Interpolation with Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30496}, } @inproceedings{cvpr2025_from_26333, title = {{From Slow Bidirectional to Fast Autoregressive Video Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33658}, } @inproceedings{cvpr2024_360dvd_22612, title = {{360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29750}, } @inproceedings{cvpr2024_dysen_23298, title = {{Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31702}, } @inproceedings{cvpr2024_vmc_25189, title = {{VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30331}, } @inproceedings{neurips2025_self_79169, title = {{Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=mSiN7i0BYH}, } @inproceedings{cvpr2025_learning_26753, title = {{Learning Temporally Consistent Video Depth from Video Diffusion Priors}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34081}, } @inproceedings{cvpr2024_lamp_23878, title = {{LAMP: Learn A Motion Pattern for Few-Shot Video Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31707}, } @inproceedings{neurips2024_diffusion4d_73331, title = {{Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/94114}, } @inproceedings{cvpr2024_diff_23172, title = {{Diff-BGM: A Diffusion Model for Video Background Music Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31204}, } @inproceedings{cvpr2024_trip_24946, title = {{TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31667}, } @inproceedings{cvpr2024_hierarchical_23702, title = {{Hierarchical Spatio-temporal Decoupling for Text-to-Video Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30478}, } @inproceedings{cvpr2024_instructvideo_23823, title = {{InstructVideo: Instructing Video Diffusion Models with Human Feedback}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31449}, } @inproceedings{cvpr2025_tora_27887, title = {{Tora: Trajectory-oriented Diffusion Transformer for Video Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34398}, } @inproceedings{cvpr2025_wf_28138, title = {{WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32779}, } @inproceedings{iclr2025_cogvideox_81782, title = {{CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/29998}, } @inproceedings{cvpr2024_grid_23643, title = {{Grid Diffusion Models for Text-to-Video Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29533}, } @inproceedings{cvpr2024_peekaboo_24399, title = {{PEEKABOO: Interactive Video Generation via Masked-Diffusion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30635}, }