Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach.
CoRR, February, 2025
Lightweight Predictive 3D Gaussian Splats.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device.
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
Scalable Ranked Preference Optimization for Text-to-Image Generation.
CoRR, 2024
SF-V: Single Forward Video Generation Model.
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis.
,
,
,
,
,
,
,
,
,
,
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
TextCraftor: Your Text Encoder can be Image Quality Controller.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Efficient Edge Inference by Selective Query.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Scaffolding a Student to Instill Knowledge.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Condensing CNNs with Partial Differential Equations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Online Selective Classification with Limited Feedback.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Training Recurrent Neural Networks via Forward Propagation Through Time.
Proceedings of the 38th International Conference on Machine Learning, 2021
Time Adaptive Recurrent Neural Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Selective Classification via One-Sided Prediction.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
RNNs Incrementally Evolving on an Equilibrium Manifold: A Panacea for Vanishing and Exploding Gradients?
Proceedings of the 8th International Conference on Learning Representations, 2020
RNNs Evolving on an Equilibrium Manifold: A Panacea for Vanishing and Exploding Gradients?
CoRR, 2019
Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability.
CoRR, 2019
BLAS-on-flash: An Efficient Alternative for Large Scale ML Training and Inference?
Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019
Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Extreme Multi-label Learning with Label Features for Warm-start Tagging, Ranking & Recommendation.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018