MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation.
CoRR, February, 2025
Controllable Human Image Generation with Personalized Multi-Garments.
CoRR, 2024
Efficient Long Video Tokenization via Coordinate-based Patch Reconstruction.
CoRR, 2024
Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think.
CoRR, 2024
Data-Efficient Molecular Generation with Hierarchical Textual Inversion.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Efficient Meta-Learning via Error-based Context Pruning for Implicit Neural Representations.
CoRR, 2023
Learning Large-scale Neural Fields via Context Pruned Meta-Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Video Probabilistic Diffusion Models in Projected Latent Space.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Enhancing Multiple Reliability Measures via Nuisance-Extended Information Bottleneck.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Scalable Neural Video Representations with Learnable Positional Features.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Consistency Regularization for Adversarial Robustness.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Abstract Reasoning via Logic-guided Generation.
CoRR, 2021
RoMA: Robust Model Adaptation for Offline Model-based Optimization.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021