| 2017 | General Deep Image Completion with Lightweight Conditional Generative Adversarial Networks. | Ching Wei Tseng, Hung-Jin Lin, Shang-Hong Lai |
| 2017 | Total Capture: 3D Human Pose Estimation Fusing Video and Inertial Sensors. | Matthew Trumble, Andrew Gilbert, Charles Malleson, Adrian Hilton, John P. Collomosse |
| 2017 | Anomaly Detection using a Convolutional Winner-Take-All Autoencoder. | Hanh Tran, David C. Hogg |
| 2017 | Learning confidence measures in the wild. | Fabio Tosi, Matteo Poggi, Stefano Mattoccia, Alessio Tonioni, Luigi Di Stefano |
| 2017 | Criteria Sliders: Learning Continuous Database Criteria via Interactive Ranking. | James Tompkin, Kwang In Kim, Hanspeter Pfister, Christian Theobalt |
| 2017 | Reflectance and Shape Estimation with a Light Field Camera under Natural Illumination. | Trung Ngo Thanh, Hajime Nagahara, Ko Nishino, Rin-Ichiro Taniguchi, Yasushi Yagi |
| 2017 | Semantics-Preserving Locality Embedding for Zero-Shot Learning. | Shi-Yen Tao, Yi-Ren Yeh, Yu-Chiang Frank Wang |
| 2017 | One For All: Adaptive Learning-based Temporal Tracker for 3D Head Shape Models. | David Joseph Tan, Federico Tombari, Nassir Navab |
| 2017 | Pansharpening via Locality-Constrained Sparse Representation. | Songze Tang, Nan Zhou, Liang Xiao |
| 2017 | Indirect deep structured learning for 3D human body shape and pose prediction. | Vince Tan, Ignas Budvytis, Roberto Cipolla |
| 2017 | Adapting Models to Signal Degradation using Distillation. | Jong-Chyi Su, Subhransu Maji |
| 2017 | A Compact Parametric Solution to Depth Sensor Calibration. | Andrew Spek, Tom Drummond |
| 2017 | Cross-modal Retrieval via Memory Network. | Ge Song, Xiaoyang Tan |
| 2017 | Fine-Grained Image Retrieval: the Text/Sketch Input Dilemma. | Jifei Song, Yi-Zhe Song, Tony Xiang, Timothy M. Hospedales |
| 2017 | BIM: Ball Intersection Multi Template Matching. | Bat El Shlomo |
| 2017 | Weakly Supervised Semantic Segmentation Based on Co-segmentation. | Tong Shen, Guosheng Lin, Lingqiao Liu, Chunhua Shen, Ian Reid |
| 2017 | Unsupervised Deep Generative Hashing. | Yuming Shen, Li Liu, Ling Shao |
| 2017 | One-Shot Learning for Semantic Segmentation. | Amirreza Shaban, Shray Bansal, Zhen Liu, Irfan Essa, Byron Boots |
| 2017 | Subpixel Semantic Flow. | Berk Sevilmis, Benjamin B. Kimia |
| 2017 | Orientation-boosted Voxel Nets for 3D Object Recognition. | Nima Sedaghat, Mohammadreza Zolfaghari, Ehsan Amiri, Thomas Brox |
| 2017 | Combining Edge Images and Depth Maps for Robust Visual Odometry. | Fabian Schenk, Friedrich Fraundorfer |
| 2017 | Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model. | M. Saquib Sarfraz, Arne Schumann, Yan Wang, Rainer Stiefelhagen |
| 2017 | Local Visual Microphones: Improved Sound Extraction from Silent Video. | Mohammad Amin Sadeghi, Mohammad Amin Shabani, Laleh Samadfam |
| 2017 | Adversarial Robustness: Softmax versus Openmax. | Andras Rozsa, Manuel Gnther, Terrance E. Boult |
| 2017 | Probabilistic Image Colorization. | Amelie Royer, Alexander Kolesnikov, Christoph H. Lampert |