Papers
OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks
Jiashi Li, Qi Qi, Jingyu Wang et al.
NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection
Golnaz Ghiasi, Tsung-Yi Lin, Quoc V. Le
Attention-Guided Unified Network for Panoptic Segmentation
Yanwei Li, Xinze Chen, Zheng Zhu et al.
Probabilistic End-To-End Noise Correction for Learning With Noisy Labels
Kun Yi, Jianxin Wu
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration
Xing Liu, Masanori Suganuma, Zhun Sun et al.
Deeply-Supervised Knowledge Synergy
Dawei Sun, Anbang Yao, Aojun Zhou et al.
ShieldNets: Defending Against Adversarial Attacks Using Probabilistic Adversarial Robustness
Rajkumar Theagarajan, Ming Chen, Bir Bhanu et al.
Disentangling Adversarial Robustness and Generalization
David Stutz, Matthias Hein, Bernt Schiele
MFAS: Multimodal Fusion Architecture Search
Juan-Manuel Perez-Rua, Valentin Vielzeuf, Stephane Pateux et al.
Strong-Weak Distribution Alignment for Adaptive Object Detection
Kuniaki Saito, Yoshitaka Ushiku, Tatsuya Harada et al.
Enhanced Bayesian Compression via Deep Reinforcement Learning
Xin Yuan, Liangliang Ren, Jiwen Lu et al.
Bidirectional Learning for Domain Adaptation of Semantic Segmentation
Yunsheng Li, Lu Yuan, Nuno Vasconcelos
Deep Sky Modeling for Single Image Outdoor Lighting Estimation
Yannick Hold-Geoffroy, Akshaya Athawale, Jean-Francois Lalonde
Neural Illumination: Lighting Prediction for Indoor Environments
Shuran Song, Thomas Funkhouser
Fast Spatially-Varying Indoor Lighting Estimation
Mathieu Garon, Kalyan Sunkavalli, Sunil Hadap et al.
MeshAdv: Adversarial Meshes for Visual Recognition
Chaowei Xiao, Dawei Yang, Bo Li et al.
GeoNet: Deep Geodesic Networks for Point Cloud Analysis
Tong He, Haibin Huang, Li Yi et al.
Neural Rerendering in the Wild
Moustafa Meshry, Dan B. Goldman, Sameh Khamis et al.
Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising
Wei He, Quanming Yao, Chao Li et al.
Blind Visual Motif Removal From a Single Image
Amir Hertz, Sharon Fogel, Rana Hanocka et al.
Underexposed Photo Enhancement Using Deep Illumination Estimation
Ruixing Wang, Qing Zhang, Chi-Wing Fu et al.
Learning to Synthesize Motion Blur
Tim Brooks, Jonathan T. Barron
Bringing Alive Blurred Moments
Kuldeep Purohit, Anshul Shah, A. N. Rajagopalan
Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera
Liyuan Pan, Cedric Scheerlinck, Xin Yu et al.
End-To-End Projector Photometric Compensation
Bingyao Huang, Haibin Ling