- Automatic detection of domain shifts in speech enhancement systems using confidence-based metrics, Lior Frenkel, Shlomo E. Chazan and Jacob Goldberger, IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), 2025. Code
- A proposition-level clustering approach for multi-document summarization, Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger and Ido Dagan, The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) , 2022. code
- Summary-source proposition-level alignment: task, datasets and supervised baseline, Ori Ernst, Ori Shapira, Ramakanth Pasunuru, Michael Lepioshkin, Jacob Goldberger, Mohit Bansal and Ido Dagan, Conference on Computational Natural Language Learning (CoNLL), 2021. code
- Precise detection in densely packed scenes. Eran Goldman, Roei Herzig, Aviv Eisenschtat, Jacob Goldberger and Tal Hassner, IEEE Computer Vision and Pattern Recognition (CVPR), 2019. data and code
- Speech dereverberation using fully convolutional networks. Ori Ernst, Shlomo E. Chazan, Sharon Gannot and Jacob Goldberger, European Signal Processing Conference (EUSIPCO), 2018. matlab code
- Training deep neural-networks using a noise adaptation layer. Jacob Goldberger and Ehud Ben-Reuven, Int. Conference on Learning Representations (ICLR), 2017. code
- Context2vec: learning generic context embedding with bidirectional LSTM. Oren Melamud, Jacob Goldberger and Ido Dagan, Conference on Computational Natural Language Learning (CoNLL) , 2016. code
- Improved MIMO detection based on successive tree approximations , Jacob Goldberger, IEEE Int. Symposium on Information Theory (ISIT), 2013. C code
- Ensemble segmentation using efficient integer linear programming. Amir Alush and Jacob Goldberger. IEEE Trans. Pattern Analysis and Machine Intelligence, vol 34:10, pp. 1966-1977, 2012. C code
- A nonparametric information theoretic clustering algorithm. Lev Faivishevsky and Jacob Goldberger. International Conference Machine Learning (ICML), 2010. C code
- Neighbourhood Component Analysis. Jacob Goldberger, Sam Roweis, Geoff Hinton and Ruslan Salakhutdinov, Neural Information Processing Systems (NIPS), 2004. matlab code C code