| 2022 | More or Less (MoL): Defending against Multiple Perturbation Attacks on Deep Neural Networks through Model Ensemble and Compression. | Hao Cheng, Kaidi Xu, Zhengang Li, Pu Zhao, Chenan Wang, Xue Lin, Bhavya Kailkhura, Ryan A. Goldhahn |
| 2022 | Multi-level Attentive Adversarial Learning with Temporal Dilation for Unsupervised Video Domain Adaptation. | Peipeng Chen, Yuan Gao, Andy J. Ma |
| 2022 | FASSST: Fast Attention Based Single-Stage Segmentation Net for Real-Time Instance Segmentation. | Yuan Cheng, Rui Lin, Peining Zhen, Tianshu Hou, Chiu Wa Ng, Hai-Bao Chen, Hao Yu, Ngai Wong |
| 2022 | Re-Compose the Image by Evaluating the Crop on More Than Just a Score. | Yang Cheng, Qian Lin, Jan P. Allebach |
| 2022 | Temporally Consistent Relighting for Portrait Videos. | Sreenithy Chandran, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Zhixin Shu, Suren Jayasuriya |
| 2022 | Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries. | Adriano Cardace, Pierluigi Zama Ramirez, Samuele Salti, Luigi Di Stefano |
| 2022 | Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation. | Adriano Cardace, Luca De Luigi, Pierluigi Zama Ramirez, Samuele Salti, Luigi Di Stefano |
| 2022 | Fair and accurate age prediction using distribution aware data curation and augmentation. | Yushi Cao, David Berend, Palina Tolmach, Guy Amit, Moshe Levy, Yang Liu, Asaf Shabtai, Yuval Elovici |
| 2022 | HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertainty. | Giorgio Cantarini, Federico Figari Tomenotti, Nicoletta Noceti, Francesca Odone |
| 2022 | DIOR: DIstill Observations to Representations for Multi-Object Tracking and Segmentation. | Jiarui Cai, Yizhou Wang, Hung-Min Hsu, Haotian Zhang, Jenq-Neng Hwang |
| 2022 | On the Effectiveness of Small Input Noise for Defending Against Query-based Black-Box Attacks. | Junyoung Byun, Hyojun Go, Changick Kim |
| 2022 | Geometrically Adaptive Dictionary Attack on Face Recognition. | Junyoung Byun, Hyojun Go, Changick Kim |
| 2022 | Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation. | Silvia Bucci, Francesco Cappio Borlino, Barbara Caputo, Tatiana Tommasi |
| 2022 | Human-Aided Saliency Maps Improve Generalization of Deep Learning. | Aidan Boyd, Kevin W. Bowyer, Adam Czajka |
| 2022 | Sign Pose-based Transformer for Word-level Sign Language Recognition. | Matys Bohcek, Marek Hrz |
| 2022 | On the Importance of Appearance and Interaction Feature Representations for Person Re-identification. | Richard Blythman, Andrea Zunino, Christopher Murray, Vittorio Murino |
| 2022 | A Structure-Aware Method for Direct Pose Estimation. | Hunter Blanton, Scott Workman, Nathan Jacobs |
| 2022 | Visualizing Paired Image Similarity in Transformer Networks. | Samuel Black, Abby Stylianou, Robert Pless, Richard Souvenir |
| 2022 | Is An Image Worth Five Sentences? A New Look into Semantics for Image-Text Matching. | Ali Furkan Biten, Andrs Mafla, Llus Gmez, Dimosthenis Karatzas |
| 2022 | Let there be a clock on the beach: Reducing Object Hallucination in Image Captioning. | Ali Furkan Biten, Llus Gmez, Dimosthenis Karatzas |
| 2022 | Auditing saliency cropping algorithms. | Abeba Birhane, Vinay Uday Prabhu, John Whaley |
| 2022 | Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data. | Kuluhan Binici, Nam Trung Pham, Tulika Mitra, Karianto Leman |
| 2022 | Estimating Image Depth in the Comics Domain. | Deblina Bhattacharjee, Martin Everaert, Mathieu Salzmann, Sabine Ssstrunk |
| 2022 | GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks. | Vineeth S. Bhaskara, Tristan Aumentado-Armstrong, Allan D. Jepson, Alex Levinshtein |
| 2022 | Mobile based Human Identification using Forehead Creases: Application and Assessment under COVID-19 Masked Face Scenarios. | Rohit Bharadwaj, Gaurav Jaswal, Aditya Nigam, Kamlesh Tiwari |