| 2021 | Kernel Self-Attention for Weakly-supervised Image Classification using Deep Multiple Instance Learning. | Dawid Rymarczyk, Adriana Borowa, Jacek Tabor, Bartosz Zielinski |
| 2021 | Weakly Supervised Multi-Object Tracking and Segmentation. | Idoia Ruiz, Lorenzo Porzi, Samuel Rota Bul, Peter Kontschieder, Joan Serrat |
| 2021 | Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows. | Marco Rudolph, Bastian Wandt, Bodo Rosenhahn |
| 2021 | Can Selfless Learning improve accuracy of a single classification task? | Soumya Roy, Bharat Bhusan Sau |
| 2021 | ExMaps: Long-Term Localization in Dynamic Scenes using Exponential Decay. | Alexandros Rotsidis, Christof Lutteroth, Peter Hall, Christian Richardt |
| 2021 | Coarse- and Fine-grained Attention Network with Background-aware Loss for Crowd Density Map Estimation. | Liangzi Rong, Chunping Li |
| 2021 | Representation learning from videos in-the-wild: An object-centric approach. | Rob Romijnders, Aravindh Mahendran, Michael Tschannen, Josip Djolonga, Marvin Ritter, Neil Houlsby, Mario Lucic |
| 2021 | Are These from the Same Place? Seeing the Unseen in Cross-View Image Geo-Localization. | Royston Rodrigues, Masahiro Tani |
| 2021 | Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation. | Tobias Ringwald, Rainer Stiefelhagen |
| 2021 | TResNet: High Performance GPU-Dedicated Architecture. | Tal Ridnik, Hussam Lawen, Asaf Noy, Emanuel Ben Baruch, Gilad Sharir, Itamar Friedman |
| 2021 | Audio- and Gaze-driven Facial Animation of Codec Avatars. | Alexander Richard, Colin Lea, Shugao Ma, Juergen Gall, Fernando De la Torre, Yaser Sheikh |
| 2021 | Robust Lensless Image Reconstruction via PSF Estimation. | Joshua D. Rego, Karthik Kulkarni, Suren Jayasuriya |
| 2021 | A Log-likelihood Regularized KL Divergence for Video Prediction With a 3D Convolutional Variational Recurrent Network. | Haziq Razali, Basura Fernando |
| 2021 | Generalized Object Detection on Fisheye Cameras for Autonomous Driving: Dataset, Representations and Baseline. | Hazem Rashed, Eslam Mohamed, Ganesh Sistu, Varun Ravi Kumar, Ciarn Eising, Ahmad El Sallab, Senthil Kumar Yogamani |
| 2021 | We don't Need Thousand Proposals: Single Shot Actor-Action Detection in Videos. | Aayush Jung Rana, Yogesh S. Rawat |
| 2021 | Active Latent Space Shape Model: A Bayesian Treatment of Shape Model Adaptation with an Application to Psoriatic Arthritis Radiographs. | Adwaye Rambojun, William Tillett, Tony Shardlow, Neill D. F. Campbell |
| 2021 | Making DensePose fast and light. | Ruslan Rakhimov, Emil Bogomolov, Alexandr Notchenko, Fung Mao, Alexey Artemov, Denis Zorin, Evgeny Burnaev |
| 2021 | Per-frame mAP Prediction for Continuous Performance Monitoring of Object Detection During Deployment. | Quazi Marufur Rahman, Niko Snderhauf, Feras Dayoub |
| 2021 | The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain. | Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella |
| 2021 | Benefiting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution. | Mohammad Saeed Rad, Thomas Yu, Claudiu Musat, Hazim Kemal Ekenel, Behzad Bozorgtabar, Jean-Philippe Thiran |
| 2021 | Dense-Resolution Network for Point Cloud Classification and Segmentation. | Shi Qiu, Saeed Anwar, Nick Barnes |
| 2021 | Fast Fourier Intrinsic Network. | Yanlin Qian, Miaojing Shi, Joni-Kristian Kmrinen, Jiri Matas |
| 2021 | Spatially Aware Metadata for Raw Reconstruction. | Abhijith Punnappurath, Michael S. Brown |
| 2021 | Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment. | Alfonso Ortega, Julian Firrez, Aythami Morales, Zilong Wang, Tony Ribeiro |
| 2021 | SMPLpix: Neural Avatars from 3D Human Models. | Sergey Prokudin, Michael J. Black, Javier Romero |