Rhea Chowers, Yair Weiss. What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 6115-6139, PMLR, 2023. [doi]
@inproceedings{ChowersW23, title = {What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective}, author = {Rhea Chowers and Yair Weiss}, year = {2023}, url = {https://proceedings.mlr.press/v202/chowers23a.html}, researchr = {https://researchr.org/publication/ChowersW23}, cites = {0}, citedby = {0}, pages = {6115-6139}, booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA}, editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett}, volume = {202}, series = {Proceedings of Machine Learning Research}, publisher = {PMLR}, }