Computer Vision

Towards Better Accuracy and Robustness with Localized Adversarial Training AAAI 2019 Towards High-Fidelity Nonlinear 3D Face Morphable Model CVPR 2019 Understanding and Visualizing Deep Visual Saliency Models CVPR 2019 UPSNet: A Unified Panoptic Segmentation Network CVPR 2019 VPDS: An AI-Based Automated Vehicle Occupancy and Violation Detection System AAAI 2019 Zoom-In-To-Check: Boosting Video Interpolation via Instance-Level Discrimination CVPR 2019 4DFAB: A Large Scale 4D Database for Facial Expression Analysis and Biometric Applications CVPR 2018 A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping CVPR 2018 Active Fixation Control to Predict Saccade Sequences CVPR 2018 Active Testing: An Efficient and Robust Framework for Estimating Accuracy ICML 2018 Adversarial Examples that Fool both Computer Vision and Time-Limited Humans NeurIPS 2018 An intriguing failing of convolutional neural networks and the CoordConv solution NeurIPS 2018 A Perceptual Measure for Deep Single Image Camera Calibration CVPR 2018 A Simple Cache Model for Image Recognition NeurIPS 2018 A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations ICML 2018 Augmenting Crowd-Sourced 3D Reconstructions Using Semantic Detections CVPR 2018 Automatic Gating of Attributes in Deep Structure IJCAI 2018 A Weighted Sparse Sampling and Smoothing Frame Transition Approach for Semantic Fast-Forward First-Person Videos CVPR 2018 Blind Predicting Similar Quality Map for Image Quality Assessment CVPR 2018 Can We Gain More from Orthogonality Regularizations in Training Deep Networks? NeurIPS 2018 Compact Generalized Non-local Network NeurIPS 2018 Consensus Maximization for Semantic Region Correspondences CVPR 2018 Convolutional Memory Blocks for Depth Data Representation Learning IJCAI 2018 CRRN: Multi-Scale Guided Concurrent Reflection Removal Network CVPR 2018 Deep Defense: Training DNNs with Improved Adversarial Robustness NeurIPS 2018