Decentralized Approximate Bayesian Inference for Distributed Sensor Network. - Behnam Gholami; Sejong Yoon; Vladimir Pavlovic 001 (AAAI, 2016)

Probabilistic Semi-Supervised Multi-Modal Hashing. - Behnam Gholami; Abolfazl Hajisami (BMVC, 2016)

Kernel auto-encoder for semi-supervised hashing. - Behnam Gholami; Abolfazl Hajisami (WACV, 2016)

Probabilistic Temporal Subspace Clustering. - Behnam Gholami; Vladimir Pavlovic 001 (CVPR, 2017)

PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories. - Behnam Gholami; Ognjen Rudovic; Vladimir Pavlovic 001 (ICCV, 2017)

Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach. - Minyoung Kim 001; Pritish Sahu; Behnam Gholami; Vladimir Pavlovic 001 (CVPR, 2019)

Task-Discriminative Domain Alignment for Unsupervised Domain Adaptation. - Behnam Gholami; Pritish Sahu; Minyoung Kim 001; Vladimir Pavlovic 001 (ICCV Workshops, 2019)

Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach. - Behnam Gholami; Pritish Sahu; Ognjen Rudovic; Konstantinos Bousmalis; Vladimir Pavlovic 001 (IEEE Trans. Image Process., 2020)

Sleep Apnea Diagnosis Using Complexity Features of EEG Signals. - Behnam Gholami; Mohammad Hossein Behboudi; Ali Khadem; Afshin Shoeibi; Juan Manuel Górriz (IWINAC (1), 2022)

Multiexpert Adversarial Regularization for Robust and Data-Efficient Deep Supervised Learning. - Behnam Gholami; Qingfeng Liu; Mostafa El-Khamy; Jungwon Lee (IEEE Access, 2022)

Domain invariant regularization by disentangling content and style Features for visual domain generalization. - Behnam Gholami; Mostafa El-Khamy; Kee-Bong Song (ICIP, 2023)

Latent Feature Disentanglement for Visual Domain Generalization. - Behnam Gholami; Mostafa El-Khamy; Kee-Bong Song (IEEE Trans. Image Process., 2023)

Knowledge Distillation for Tiny Speech Enhancement with Latent Feature Augmentation. - Behnam Gholami; Mostafa El-Khamy; Kee-Bong Song (INTERSPEECH, 2024)

Latent Mixup Knowledge Distillation for Single Channel Speech Enhancement. - Behnam Gholami; Mostafa El-Khamy; Kee-Bong Song (IEEE J. Sel. Top. Signal Process., 2024)