Publications (134)
Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification
Ali Diba, Mohsen Fayyaz, Vivek Sharma +4
AI Benchmark: Running Deep Neural Networks on Android Smartphones
Andrey Ignatov, Radu Timofte, William Chou +4
Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images
Limin Wang, Zhe Wang, Yu Qiao +1
Failure Detection for Facial Landmark Detectors
Andreas Steger, Radu Timofte, Luc Van Gool
Viewpoint-aware Video Summarization
Atsushi Kanehira, Luc Van Gool, Yoshitaka Ushiku +1
Object Referring in Videos with Language and Human Gaze
Arun Balajee Vasudevan, Dengxin Dai, Luc Van Gool
DSLR-Quality Photos on Mobile Devices with Deep Convolutional Networks
Andrey Ignatov, Nikolay Kobyshev, Radu Timofte +2
DynamoNet: Dynamic Action and Motion Network
Ali Diba, Vivek Sharma, Luc Van Gool +1
WESPE: Weakly Supervised Photo Enhancer for Digital Cameras
Andrey Ignatov, Nikolay Kobyshev, Radu Timofte +2
Object Referring in Visual Scene with Spoken Language
Arun Balajee Vasudevan, Dengxin Dai, Luc Van Gool
DLOW: Domain Flow for Adaptation and Generalization
Rui Gong, Wen Li, Yuhua Chen +1
Query-adaptive Video Summarization via Quality-aware Relevance Estimation
Arun Balajee Vasudevan, Michael Gygli, Anna Volokitin +1
Exemplar Guided Unsupervised Image-to-Image Translation with Semantic Consistency
Liqian Ma, Xu Jia, Stamatios Georgoulis +2
Crossing Nets: Combining GANs and VAEs with a Shared Latent Space for Hand Pose Estimation
Chengde Wan, Thomas Probst, Luc Van Gool +1
Video Object Segmentation Without Temporal Information
Kevis-Kokitsi Maninis, Sergi Caelles, Yuhua Chen +4
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes
Yuhua Chen, Wen Li, Luc Van Gool
WebVision Challenge: Visual Learning and Understanding With Web Data
Wen Li, Limin Wang, Wei Li +5
Real-time 3D Traffic Cone Detection for Autonomous Driving
Ankit Dhall, Dengxin Dai, Luc Van Gool
One-Shot Video Object Segmentation
Sergi Caelles, Kevis-Kokitsi Maninis, Jordi Pont-Tuset +3
Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Detection
Naoya Takahashi, Michael Gygli, Beat Pfister +1
Direction matters: hand pose estimation from local surface normals
Chengde Wan, Angela Yao, Luc Van Gool
Disentangled Person Image Generation
Liqian Ma, Qianru Sun, Stamatios Georgoulis +3
Dynamic Filter Networks
Bert De Brabandere, Xu Jia, Tinne Tuytelaars +1
Learning Accurate, Comfortable and Human-like Driving
Simon Hecker, Dengxin Dai, Luc Van Gool
Low-Cost Scene Modeling using a Density Function Improves Segmentation Performance
Vivek Sharma, Sule Yildirim-Yayilgan, Luc Van Gool
k2-means for fast and accurate large scale clustering
Eirikur Agustsson, Radu Timofte, Luc Van Gool
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding
Christos Sakaridis, Dengxin Dai, Simon Hecker +1
Iterative Deep Learning for Road Topology Extraction
Carles Ventura, Jordi Pont-Tuset, Sergi Caelles +2
A Three-Player GAN: Generating Hard Samples To Improve Classification Networks
Simon Vandenhende, Bert De Brabandere, Davy Neven +1
Image-level Classification in Hyperspectral Images using Feature Descriptors, with Application to Face Recognition
Vivek Sharma, Luc Van Gool
Sliced Wasserstein Generative Models
Jiqing Wu, Zhiwu Huang, Dinesh Acharya +4
Appearance-and-Relation Networks for Video Classification
Limin Wang, Wei Li, Wen Li +1
DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers
Amir Ghodrati, Ali Diba, Marco Pedersoli +2
Deep Domain Adaptation by Geodesic Distance Minimization
Yifei Wang, Wen Li, Dengxin Dai +1
Generic 3D Convolutional Fusion for image restoration
Jiqing Wu, Radu Timofte, Luc Van Gool
The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation
Sergi Caelles, Jordi Pont-Tuset, Federico Perazzi +3
Face Translation between Images and Videos using Identity-aware CycleGAN
Zhiwu Huang, Bernhard Kratzwald, Danda Pani Paudel +2
Natural and Effective Obfuscation by Head Inpainting
Qianru Sun, Liqian Ma, Seong Joon Oh +3
Incremental Non-Rigid Structure-from-Motion with Unknown Focal Length
Thomas Probst, Danda Pani Paudel, Ajad Chhatkuli +1
Seven ways to improve example-based single image super resolution
Radu Timofte, Rasmus Rothe, Luc Van Gool
Detection-aided liver lesion segmentation using deep learning
Miriam Bellver, Kevis-Kokitsi Maninis, Jordi Pont-Tuset +3
Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
Eirikur Agustsson, Fabian Mentzer, Michael Tschannen +4
A Riemannian Network for SPD Matrix Learning
Zhiwu Huang, Luc Van Gool
Temporal Segment Networks for Action Recognition in Videos
Limin Wang, Yuanjun Xiong, Zhe Wang +4
Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos
Jie Song, Limin Wang, Luc Van Gool +1
Sliced Wasserstein Generative Models
Jiqing Wu, Zhiwu Huang, Dinesh Acharya +4
Building Deep Networks on Grassmann Manifolds
Zhiwu Huang, Jiqing Wu, Luc Van Gool
Conditional Probability Models for Deep Image Compression
Fabian Mentzer, Eirikur Agustsson, Michael Tschannen +2
Mapping, Localization and Path Planning for Image-based Navigation using Visual Features and Map
Janine Thoma, Danda Pani Paudel, Ajad Chhatkuli +2
Convolutional Oriented Boundaries
Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbeláez +1
Fast Scene Understanding for Autonomous Driving
Davy Neven, Bert De Brabandere, Stamatios Georgoulis +2
The WILDTRACK Multi-Camera Person Dataset
Tatjana Chavdarova, Pierre Baqué, Stéphane Bouquet +6
Is Image Super-resolution Helpful for Other Vision Tasks?
Dengxin Dai, Yujian Wang, Yuhua Chen +1
Optimal transport maps for distribution preserving operations on latent spaces of Generative Models
Eirikur Agustsson, Alexander Sage, Radu Timofte +1
Some like it hot - visual guidance for preference prediction
Rasmus Rothe, Radu Timofte, Luc Van Gool
Automatic Tool Landmark Detection for Stereo Vision in Robot-Assisted Retinal Surgery
Thomas Probst, Kevis-Kokitsi Maninis, Ajad Chhatkuli +3
Semantically-Guided Video Object Segmentation
Sergi Caelles, Yuhua Chen, Jordi Pont-Tuset +1
Energy-Efficient ConvNets Through Approximate Computing
Bert Moons, Bert De Brabandere, Luc Van Gool +1
DeepCAMP: Deep Convolutional Action & Attribute Mid-Level Patterns
Ali Diba, Ali Mohammad Pazandeh, Hamed Pirsiavash +1
Semantic Instance Segmentation with a Discriminative Loss Function
Bert De Brabandere, Davy Neven, Luc Van Gool
Actionness Estimation Using Hybrid Fully Convolutional Networks
Limin Wang, Yu Qiao, Xiaoou Tang +1
The 2018 DAVIS Challenge on Video Object Segmentation
Sergi Caelles, Alberto Montes, Kevis-Kokitsi Maninis +4
On the Relation between Color Image Denoising and Classification
Jiqing Wu, Radu Timofte, Zhiwu Huang +1
Ensemble Manifold Segmentation for Model Distillation and Semi-supervised Learning
Dengxin Dai, Wen Li, Till Kroeger +1
A Novel BiLevel Paradigm for Image-to-Image Translation
Liqian Ma, Qianru Sun, Bernt Schiele +1
Failure Prediction for Autonomous Driving
Simon Hecker, Dengxin Dai, Luc Van Gool
Deep Extreme Cut: From Extreme Points to Object Segmentation
Kevis-Kokitsi Maninis, Sergi Caelles, Jordi Pont-Tuset +1
What Is Around The Camera?
Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel +3
AENet: Learning Deep Audio Features for Video Analysis
Naoya Takahashi, Michael Gygli, Luc Van Gool
Semantic Foggy Scene Understanding with Synthetic Data
Christos Sakaridis, Dengxin Dai, Luc Van Gool
Towards End-to-End Lane Detection: an Instance Segmentation Approach
Davy Neven, Bert De Brabandere, Stamatios Georgoulis +2
Dual Grid Net: hand mesh vertex regression from single depth maps
Chengde Wan, Thomas Probst, Luc Van Gool +1
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition
Limin Wang, Yuanjun Xiong, Zhe Wang +4
Domain Adaptive Faster R-CNN for Object Detection in the Wild
Yuhua Chen, Wen Li, Christos Sakaridis +2
Random Binary Mappings for Kernel Learning and Efficient SVM
Gemma Roig, Xavier Boix, Luc Van Gool
Speech-Based Visual Question Answering
Ted Zhang, Dengxin Dai, Tinne Tuytelaars +2
Error Correction for Dense Semantic Image Labeling
Yu-Hui Huang, Xu Jia, Stamatios Georgoulis +2
WebVision Database: Visual Learning and Understanding from Web Data
Wen Li, Limin Wang, Wei Li +2
Spatio-Temporal Channel Correlation Networks for Action Classification
Ali Diba, Mohsen Fayyaz, Vivek Sharma +4
Adversarial Binary Coding for Efficient Person Re-identification
Zheng Liu, Jie Qin, Annan Li +2
Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video
Zhiwu Huang, Ruiping Wang, Shiguang Shan +2
Iterative Deep Learning for Network Topology Extraction
Carles Ventura, Jordi Pont-Tuset, Sergi Caelles +2
Geometry-aware Similarity Learning on SPD Manifolds for Visual Recognition
Zhiwu Huang, Ruiping Wang, Xianqiu Li +4
Oracle MCG: A first peek into COCO Detection Challenges
Jordi Pont-Tuset, Pablo Arbeláez, Luc Van Gool
Dark Model Adaptation: Semantic Image Segmentation from Daytime to Nighttime
Dengxin Dai, Luc Van Gool
Deep Temporal Linear Encoding Networks
Ali Diba, Vivek Sharma, Luc Van Gool
End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners
Simon Hecker, Dengxin Dai, Luc Van Gool
Fast video object segmentation with Spatio-Temporal GANs
Sergi Caelles, Albert Pumarola, Francesc Moreno-Noguer +2
DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination
Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel +3
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding
Dengxin Dai, Christos Sakaridis, Simon Hecker +1
Progressive Structure from Motion
Alex Locher, Michal Havlena, Luc Van Gool
DARN: a Deep Adversial Residual Network for Intrinsic Image Decomposition
Louis Lettry, Kenneth Vanhoey, Luc Van Gool
Improving Video Generation for Multi-functional Applications
Bernhard Kratzwald, Zhiwu Huang, Danda Pani Paudel +2
An Analysis of Human-centered Geolocation
Kaili Wang, Yu-Hui Huang, Jose Oramas +2
Fast Optical Flow using Dense Inverse Search
Till Kroeger, Radu Timofte, Dengxin Dai +1
Wasserstein Divergence for GANs
Jiqing Wu, Zhiwu Huang, Janine Thoma +2
Night-to-Day Image Translation for Retrieval-based Localization
Asha Anoosheh, Torsten Sattler, Radu Timofte +2
Dense 3D Regression for Hand Pose Estimation
Chengde Wan, Thomas Probst, Luc Van Gool +1
PathTrack: Fast Trajectory Annotation with Path Supervision
Santiago Manen, Michael Gygli, Dengxin Dai +1
Comment on "Ensemble Projection for Semi-supervised Image Classification"
Xavier Boix, Gemma Roig, Luc Van Gool