
-
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation
Self-training is a competitive approach in domain adaptive segmentation,...
read it
-
A Versatile Keyframe-Based Structureless Filter for Visual Inertial Odometry
Motion estimation by fusing data from at least a camera and an Inertial ...
read it
-
Identity-Driven DeepFake Detection
DeepFake detection has so far been dominated by “artifact-driven” method...
read it
-
Unsupervised Pre-training for Person Re-identification
In this paper, we present a large scale unlabeled person re-identificati...
read it
-
Full-Resolution Correspondence Learning for Image Translation
We present the full-resolution correspondence learning for cross-domain ...
read it
-
PowerNet: Multi-agent Deep Reinforcement Learning for Scalable Powergrid Control
This paper develops an efficient multi-agent deep reinforcement learning...
read it
-
Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition
A key challenge in video enhancement and action recognition is to fuse u...
read it
-
GreedyFool: Distortion-Aware Sparse Adversarial Attack
Modern deep neural networks(DNNs) are vulnerable to adversarial samples....
read it
-
Old Photo Restoration via Deep Latent Space Translation
We propose to restore old photos that suffer from severe degradation thr...
read it
-
Unified Representation Learning for Cross Model Compatibility
We propose a unified representation learning framework to address the Cr...
read it
-
PriorGAN: Real Data Prior for Generative Adversarial Nets
Generative adversarial networks (GANs) have achieved rapid progress in l...
read it
-
Cross-Task Transfer for Multimodal Aerial Scene Recognition
Aerial scene recognition is a fundamental task in remote sensing and has...
read it
-
Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition
Aerial scene recognition is a fundamental task in remote sensing and has...
read it
-
Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation
Low-rank matrix approximation (LRMA) is a technique widely applied in hy...
read it
-
Bringing Old Photos Back to Life
We propose to restore old photos that suffer from severe degradation thr...
read it
-
Cross-domain Correspondence Learning for Exemplar-based Image Translation
We present a general framework for exemplar-based image translation, whi...
read it
-
Curved Buildings Reconstruction from Airborne LiDAR Data by Matching and Deforming Geometric Primitives
Airborne LiDAR (Light Detection and Ranging) data is widely applied in b...
read it
-
GIQA: Generated Image Quality Assessment
Generative adversarial networks (GANs) have achieved impressive results ...
read it
-
Online Semantic Exploration of Indoor Maps
In this paper we propose a method to extract an abstracted floor plan fr...
read it
-
Table-Top Scene Analysis Using Knowledge-Supervised MCMC
In this paper, we propose a probabilistic method to generate abstract sc...
read it
-
TCM-ICP: Transformation Compatibility Measure for Registering Multiple LIDAR Scans
Rigid registration of multi-view and multi-platform LiDAR scans is a fun...
read it
-
Face X-ray for More General Face Forgery Detection
In this paper we propose a novel image representation called face X-ray ...
read it
-
FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping
In this work, we propose a novel two-stage framework, called FaceShifter...
read it
-
Autonomous Driving using Safe Reinforcement Learning by Incorporating a Regret-based Human Lane-Changing Decision Model
It is expected that many human drivers will still prefer to drive themse...
read it
-
Interference mitigation techniques for a dense heterogeneous area network in machine-to-machine communications
With the advent of Machine-to-Machine (M2M) communications, various netw...
read it
-
Deep Exemplar-based Video Colorization
This paper presents the first end-to-end network for exemplar-based vide...
read it
-
Face Parsing with RoI Tanh-Warping
Face parsing computes pixel-wise label maps for different semantic compo...
read it
-
Mask-Guided Portrait Editing with Conditional GANs
Portrait editing is a popular subject in photo manipulation. The Generat...
read it
-
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set
Recently, deep learning based 3D face reconstruction methods have shown ...
read it
-
WIDER Face and Pedestrian Challenge 2018: Methods and Results
This paper presents a review of the 2018 WIDER Challenge on Face and Ped...
read it
-
Exploring Hypergraph Representation on Face Anti-spoofing Beyond 2D Attacks
Face anti-spoofing plays a crucial role in protecting face recognition s...
read it
-
A novel active learning framework for classification: using weighted rank aggregation to achieve multiple query criteria
Multiple query criteria active learning (MQCAL) methods have a higher po...
read it
-
Towards Open-Set Identity Preserving Face Synthesis
We propose a framework based on Generative Adversarial Networks to disen...
read it
-
CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training
We present variational generative adversarial networks, a general learni...
read it
-
Neural Aggregation Network for Video Face Recognition
This paper presents a Neural Aggregation Network (NAN) for video face re...
read it