팔로우
Yibo Yang
제목
인용
인용
연도
Improving inference for neural image compression
Y Yang, R Bamler, S Mandt
Advances in Neural Information Processing Systems 33, 573-584, 2020
1092020
An introduction to neural data compression
Y Yang, S Mandt, L Theis
Foundations and Trends® in Computer Graphics and Vision 15 (2), 113-200, 2023
762023
Hierarchical autoregressive modeling for neural video compression
R Yang, Y Yang, J Marino, S Mandt
arXiv preprint arXiv:2010.10258, 2020
442020
Learning to simulate high energy particle collisions from unlabeled data
JN Howard, S Mandt, D Whiteson, Y Yang
Scientific Reports 12 (1), 7567, 2022
42*2022
Variational bayesian quantization
Y Yang, R Bamler, S Mandt
International Conference on Machine Learning, 10670-10680, 2020
272020
Towards empirical sandwich bounds on the rate-distortion function
Y Yang, S Mandt
arXiv preprint arXiv:2111.12166, 2021
202021
Insights from generative modeling for neural video compression
R Yang, Y Yang, J Marino, S Mandt
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
122023
Computationally-Efficient Neural Image Compression with Shallow Decoders
Y Yang, S Mandt
Proceedings of the IEEE/CVF International Conference on Computer Vision, 530-540, 2023
12*2023
Estimating the rate-distortion function by Wasserstein gradient descent
Y Yang, S Eckstein, M Nutz, S Mandt
Advances in Neural Information Processing Systems 36, 2024
42024
One-shot marginal map inference in Markov random fields
H Xiong, Y Guo, Y Yang, N Ruozzi
Uncertainty in Artificial Intelligence, 102-112, 2020
42020
Lifted hybrid variational inference
Y Chen, Y Yang, S Natarajan, N Ruozzi
arXiv preprint arXiv:2001.02773, 2020
42020
Scalable neural network compression and pruning using hard clustering and l1 regularization
Y Yang, N Ruozzi, V Gogate
arXiv preprint arXiv:1806.05355, 2018
32018
Autoencoding Implicit Neural Representations for Image Compression
T Pham, Y Yang, S Mandt
ICML 2023 Workshop Neural Compression: From Information Theory to Applications, 2023
22023
Lower Bounding Rate-Distortion From Samples
Y Yang, S Mandt
Neural Compression: From Information Theory to Applications--Workshop@ ICLR 2021, 2021
22021
The Ill-defined Problem of Maximum Likelihood Estimation
Y Yang
2022
Compressing Variational Posteriors
Y Yang, R Bamler, S Mandt
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