| 2019 | Harmonic Networks for Image Classification. | Matej Ulicny, Vladimir A. Krylov, Rozenn Dahyot |
| 2019 | Joint Multi-view Texture Super-resolution and Intrinsic Decomposition. | Vagia Tsiminaki, Wei Dong, Martin R. Oswald, Marc Pollefeys |
| 2019 | Few-Shot Viewpoint Estimation. | Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay, Sifei Liu, Stan Birchfield, Ming-Hsuan Yang, Jan Kautz |
| 2019 | Tracking the Known and the Unknown by Leveraging Semantic Information. | Ardhendu Shekhar Tripathi, Martin Danelljan, Luc Van Gool, Radu Timofte |
| 2019 | Convolutional CRFs for Semantic Segmentation. | Marvin Teichmann, Roberto Cipolla |
| 2019 | Object Affordances Graph Network for Action Recognition. | Haoliang Tan, Le Wang, Qilin Zhang, Zhanning Gao, Nanning Zheng, Gang Hua |
| 2019 | MixConv: Mixed Depthwise Convolutional Kernels. | Mingxing Tan, Quoc V. Le |
| 2019 | Learning Efficient Detector with Semi-supervised Adaptive Distillation. | Shitao Tang, Litong Feng, Wenqi Shao, Zhanghui Kuang, Wayne Zhang, Zheng Lu |
| 2019 | Focused Attention for Action Recognition. | Vladyslav Sydorov, Karteek Alahari, Cordelia Schmid |
| 2019 | BIRD: Learning Binary and Illumination Robust Descriptor for Face Recognition. | Zhuo Su, Matti Pietikinen, Li Liu |
| 2019 | Adaptive Compression-based Lifelong Learning. | Shivangi Srivastava, Maxim Berman, Matthew B. Blaschko, Devis Tuia |
| 2019 | Dynamic Neural Network Channel Execution for Efficient Training. | Simeon E. Spasov, Pietro Li |
| 2019 | Spatio-temporal Relational Reasoning for Video Question Answering. | Gursimran Singh, Leonid Sigal, James J. Little |
| 2019 | PrOSe: Product of Orthogonal Spheres Parameterization for Disentangled Representation Learning. | Ankita Shukla, Sarthak Bhagat, Shagun Uppal, Saket Anand, Pavan K. Turaga |
| 2019 | Semi-supervised Feature-Level Attribute Manipulation for Fashion Image Retrieval. | Minchul Shin, Sanghyuk Park, Taeksoo Kim |
| 2019 | WorkingHands: A Hand-Tool Assembly Dataset for Image Segmentation and Activity Mining. | Roy Shilkrot, Supreeth Narasimhaswamy, Saif Vazir, Minh Hoai |
| 2019 | Improving Object Detection from Scratch via Gated Feature Reuse. | Zhiqiang Shen, Honghui Shi, Jiahui Yu, Hai Phan, Rogrio Feris, Liangliang Cao, Ding Liu, Xinchao Wang, Thomas S. Huang, Marios Savvides |
| 2019 | Batch-wise Logit-Similarity: Generalizing Logit-Squeezing and Label-Smoothing. | Ali Shafahi, Amin Ghiasi, Mahyar Najibi, Furong Huang, John P. Dickerson, Tom Goldstein |
| 2019 | A Less Biased Evaluation of Out-of-distribution Sample Detectors. | Alireza Shafaei, Mark Schmidt, James J. Little |
| 2019 | Semantically-Aware Attentive Neural Embeddings for 2D Long-Term Visual Localization. | Zachary Seymour, Karan Sikka, Han-Pang Chiu, Supun Samarasekera, Rakesh Kumar |
| 2019 | Features for Ground Texture Based Localization - A Survey. | Jan Fabian Schmid, Stephan F. Simon, Rudolf Mester |
| 2019 | Tracking Holistic Object Representations. | Axel Sauer, Elie Aljalbout, Sami Haddadin |
| 2019 | Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss. | M. Saquib Sarfraz, Constantin Seibold, Haroon Khalid, Rainer Stiefelhagen |
| 2019 | Look and Modify: Modification Networks for Image Captioning. | Fawaz Sammani, Mahmoud Elsayed |
| 2019 | Spatial Transformer Spectral Kernels for Deformable Image Registration. | Ebrahim Al Safadi, Xubo Song |