| Data compression using integer neural networks N Johnston, J Balle US Patent App. 18/520,975, 2024 | | 2024 |
| Wasserstein distortion: Unifying fidelity and realism Y Qiu, AB Wagner, J Ballé, L Theis 2024 58th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2024 | 2 | 2024 |
| Data compression using conditional entropy models DC Minnen, S Singh, J Balle, T Chinen, SJ Hwang, N Johnston, ... US Patent App. 18/306,771, 2024 | | 2024 |
| Fourier Basis Density Model A De la Fuente, S Singh, J Ballé arXiv preprint arXiv:2402.15345, 2024 | | 2024 |
| Data compression using integer neural networks N Johnston, J Balle US Patent 11,869,221, 2024 | 1 | 2024 |
| Neural Distributed Compressor Discovers Binning E Ozyilkan, J Ballé, E Erkip arXiv preprint arXiv:2310.16961, 2023 | 1 | 2023 |
| The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric D Severo, L Theis, J Ballé arXiv preprint arXiv:2310.05986, 2023 | | 2023 |
| A Scalable Reduced-Complexity Compression of Hyperspectral Remote Sensing Images Using Deep Learning S Mijares i Verdú, J Ballé, V Laparra, J Bartrina-Rapesta, ... Remote Sensing 15 (18), 4422, 2023 | 1 | 2023 |
| Neural Distributed Compressor Does Binning E Ozyilkan, J Ballé, E Erkip ICML 2023 Workshop Neural Compression: From Information Theory to Applications, 2023 | 2 | 2023 |
| Learned wyner–ziv compressors recover binning E Özyılkan, J Ballé, E Erkip 2023 IEEE International Symposium on Information Theory (ISIT), 701-706, 2023 | 5 | 2023 |
| Learning Compressible Features A Shrivastava, S Singh, J Balle, SA Abu-el-haija, N Johnston, GD Toderici US Patent 11,610,124, 2023 | | 2023 |
| A Rate--Distortion View on Model Updates NE Mitchell, J Ballé, Z Charles, J Konečný | | 2023 |
| Compression of machine-learned models via entropy penalized weight reparameterization D Oktay, S Singh, J Balle, A Shrivastava US Patent 11,574,232, 2023 | 1 | 2023 |
| Do neural networks compress manifolds optimally? S Bhadane, AB Wagner, J Ballé 2022 IEEE Information Theory Workshop (ITW), 582-587, 2022 | 4 | 2022 |
| Neural video compression using GANs for detail synthesis and propagation F Mentzer, E Agustsson, J Ballé, D Minnen, N Johnston, G Toderici European Conference on Computer Vision, 2022 | 38* | 2022 |
| Optimal compression of locally differentially private mechanisms A Shah, WN Chen, J Balle, P Kairouz, L Theis International Conference on Artificial Intelligence and Statistics, 7680-7723, 2022 | 28 | 2022 |
| Hyperspectral remote sensing data compression with neural networks SM i Verdú, J Ballé, V Laparra, JB Rapesta, M Hernández-Cabronero, ... 2022 Data Compression Conference (DCC), 476-476, 2022 | | 2022 |
| Data compression using conditional entropy models DC Minnen, S Singh, J Balle, T Chinen, SJ Hwang, N Johnston, ... US Patent 11,257,254, 2022 | 19 | 2022 |
| Optimizing the communication-accuracy trade-off in federated learning with rate-distortion theory N Mitchell, J Ballé, Z Charles, J Konečný arXiv preprint arXiv:2201.02664, 2022 | 18 | 2022 |
| 3D Scene Compression Through Entropy Penalized Neural Representation Functions T Bird, J Ballé, S Singh, PA Chou 2021 Picture Coding Symposium (PCS), 1-5, 2021 | 27 | 2021 |
David MinnenGoogleVerified email at google.com
