| 2022 | Masking Modalities for Cross-modal Video Retrieval. | Valentin Gabeur, Arsha Nagrani, Chen Sun, Karteek Alahari, Cordelia Schmid |
| 2022 | Single-shot dense active stereo with pixel-wise phase estimation based on grid-structure using CNN and correspondence estimation using GCN. | Ryo Furukawa, Michihiro Mikamo, Ryusuke Sagawa, Hiroshi Kawasaki |
| 2022 | Video representation learning through prediction for online object detection. | Masato Fujitake, Akihiro Sugimoto |
| 2022 | Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition Models. | Biying Fu, Naser Damer |
| 2022 | A Deep Insight into Measuring Face Image Utility with General and Face-specific Image Quality Metrics. | Biying Fu, Cong Chen, Olaf Henniger, Naser Damer |
| 2022 | Novel-View Synthesis of Human Tourist Photos. | Jonathan Freer, Kwang Moo Yi, Wei Jiang, Jongwon Choi, Hyung Jin Chang |
| 2022 | Predicting Levels of Household Electricity Consumption in Low-Access Settings. | Simone Fobi, Joel Mugyenyi, Nathaniel J. Williams, Vijay Modi, Jay Taneja |
| 2022 | StickyLocalization: Robust End-To-End Relocalization on Point Clouds using Graph Neural Networks. | Kai Fischer, Martin Simon, Stefan Milz, Patrick Mder |
| 2022 | How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks. | Thomas Fel, David Vigouroux, Rmi Cadne, Thomas Serre |
| 2022 | C-VTON: Context-Driven Image-Based Virtual Try-On Network. | Benjamin Fele, Ajda Lampe, Peter Peer, Vitomir Struc |
| 2022 | Novel Ensemble Diversification Methods for Open-Set Scenarios. | Miriam Farber, Roman Goldenberg, George Leifman, Gal Novich |
| 2022 | Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection. | Meiling Fang, Naser Damer, Florian Kirchbuchner, Arjan Kuijper |
| 2022 | Geometry-Aware Hierarchical Bayesian Learning on Manifolds. | Yonghui Fan, Yalin Wang |
| 2022 | Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving. | Sudeep Fadadu, Shreyash Pandey, Darshan Hegde, Yi Shi, Fang-Chieh Chou, Nemanja Djuric, Carlos Vallespi-Gonzalez |
| 2022 | MoESR: Blind Super-Resolution using Kernel-Aware Mixture of Experts. | Mohammad Emad, Maurice Peemen, Henk Corporaal |
| 2022 | Multi-stream dynamic video Summarization. | Mohamed Elfeki, Liqiang Wang, Ali Borji |
| 2022 | Multi-Head Deep Metric Learning Using Global and Local Representations. | Mohammad K. Ebrahimpour, Gang Qian, Allison Beach |
| 2022 | Mending Neural Implicit Modeling for 3D Vehicle Reconstruction in the Wild. | Shivam Duggal, Zihao Wang, Wei-Chiu Ma, Sivabalan Manivasagam, Justin Liang, Shenlong Wang, Raquel Urtasun |
| 2022 | Physical Adversarial Attacks on an Aerial Imagery Object Detector. | Andrew Du, Bo Chen, Tat-Jun Chin, Yee Wei Law, Michele Sasdelli, Ramesh Rajasegaran, Dillon Campbell |
| 2022 | Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis. | Nathan Drenkow, Neil Fendley, Philippe Burlina |
| 2022 | Data Augmented 3D Semantic Scene Completion with 2D Segmentation Priors. | Aloisio Dourado, Frederico Guth, Teofilo de Campos |
| 2022 | Rethinking Video Anomaly Detection - A Continual Learning Approach. | Keval Doshi, Yasin Yilmaz |
| 2022 | A Modular and Unified Framework for Detecting and Localizing Video Anomalies. | Keval Doshi, Yasin Yilmaz |
| 2022 | Improving Person Re-Identification with Temporal Constraints. | Julia Dietlmeier, Feiyan Hu, Frances Ryan, Noel E. O'Connor, Kevin McGuinness |
| 2022 | LwPosr: Lightweight Efficient Fine Grained Head Pose Estimation. | Naina Dhingra |