On Binary Classification with Single-Layer Convolutional Neural Networks. - Soroush Mehri (CoRR, 2015)

SampleRNN: An Unconditional End-to-End Neural Audio Generation Model. - Soroush Mehri; Kundan Kumar; Ishaan Gulrajani; Rithesh Kumar; Shubham Jain; Jose Sotelo; Aaron C. Courville; Yoshua Bengio (ICLR (Poster), 2017)

Char2Wav: End-to-End Speech Synthesis. - Jose Sotelo; Soroush Mehri; Kundan Kumar; João Felipe Santos; Kyle Kastner; Aaron C. Courville; Yoshua Bengio (ICLR (Workshop), 2017)

Deep Complex Networks. - Chiheb Trabelsi; Olexa Bilaniuk; Dmitriy Serdyuk; Sandeep Subramanian; João Felipe Santos; Soroush Mehri; Negar Rostamzadeh; Yoshua Bengio; Christopher J. Pal (CoRR, 2017)

Learning Rapid-Temporal Adaptations. - Tsendsuren Munkhdalai; Xingdi Yuan; Soroush Mehri; Tong Wang 012; Adam Trischler (CoRR, 2017)

Deep Complex Networks. - Chiheb Trabelsi; Olexa Bilaniuk; Ying Zhang 033; Dmitriy Serdyuk; Sandeep Subramanian; João Felipe Santos; Soroush Mehri; Negar Rostamzadeh; Yoshua Bengio; Christopher J. Pal (ICLR (Poster), 2018)

Rapid Adaptation with Conditionally Shifted Neurons. - Tsendsuren Munkhdalai; Xingdi Yuan; Soroush Mehri; Adam Trischler (ICML, 2018)

Successor Feature Sets: Generalizing Successor Representations Across Policies. - Kianté Brantley; Soroush Mehri; Geoffrey J. Gordon (AAAI, 2021)

Increasing Robustness to Spurious Correlations using Forgettable Examples. - Yadollah Yaghoobzadeh; Soroush Mehri; Remi Tachet des Combes; Timothy J. Hazen; Alessandro Sordoni (EACL, 2021)

Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics. - Charan Reddy; Deepak Sharma; Soroush Mehri; Adriana Romero-Soriano; Samira Shabanian; Sina Honari (NeurIPS Datasets and Benchmarks, 2021)

When is Transfer Learning Possible? - My Phan; Kianté Brantley; Stephanie Milani; Soroush Mehri; Gokul Swamy; Geoffrey J. Gordon (ICML, 2024)