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Sep 07, 2019
Computer Vision

Scene Recognition with Prototype-agnostic Scene Layout

Abstract--- Exploiting the spatial structure in scene images is a key research direction for scene recognition. Due to the large intra-class structur…
Apr 18, 2019
Computer Vision

Cascaded Partial Decoder for Fast and Accurate Salient Object Detecti…

Existing state-of-the-art salient object detection networks rely on aggregating multi-level features of pre-trained convolutional neural networks (CN…
Mar 25, 2016
Computer Vision
Machine Learning

Co-occurrence Feature Learning for Skeleton based Action Recognition …

Skeleton based action recognition distinguishes human actions using the trajectories of skeleton joints, which provide a very good representation for…
Apr 19, 2016
Computation and Language

M$^2$S-Net: Multi-Modal Similarity Metric Learning based Deep Convo…

Recent works using artificial neural networks based on distributed word representation greatly boost performance on various natural language processi…
Jul 19, 2019
Computer Vision

VRSTC: Occlusion-Free Video Person Re-Identification

Video person re-identification (re-ID) plays an important role in surveillance video analysis. However, the performance of video re-ID degenerates se…
Apr 17, 2018
Computer Vision

Real-Time Rotation-Invariant Face Detection with Progressive Calibrat…

Rotation-invariant face detection, i.e. detecting faces with arbitrary rotation-in-plane (RIP) angles, is widely required in unconstrained applicatio…
Aug 08, 2019
Computer Vision
Artificial Intelligence

From Two Graphs to N Questions: A VQA Dataset for Compositional Rea…

Visual Question Answering (VQA) is a challenging task for evaluating the ability of comprehensive understanding of the world. Existing benchmarks usu…
Mar 08, 2018
Information Retrieval
Human-Computer Interaction
Machine Learning

From Social to Individuals: a Parsimonious Path of Multi-level Models…

In crowdsourced preference aggregation, it is often assumed that all the annotators are subject to a common preference or social utility function whi…
Jul 19, 2019
Computer Vision

Interaction-and-Aggregation Network for Person Re-identification

Person re-identification (reID) benefits greatly from deep convolutional neural networks (CNNs) which learn robust feature embeddings. However, CNNs …
Apr 02, 2018
Conferences: CVPR
Computer Vision

Low-Latency Video Semantic Segmentation

Recent years have seen remarkable progress in semantic segmentation. Yet, it remains a challenging task to apply segmentation techniques to video-bas…
Mar 31, 2019
Computer Vision
Artificial Intelligence
Machine Learning

Fully Learnable Group Convolution for Acceleration of Deep Neural N…

Benefitted from its great success on many tasks, deep learning is increasingly used on low-computational-cost devices, e.g. smartphone, embedded devi…
Sep 02, 2016
Computation and Language

Skipping Word: A Character-Sequential Representation based Framework …

Recent works using artificial neural networks based on word distributed representation greatly boost the performance of various natural language lear…
Mar 05, 2018
Computer Vision

Less Is More: Picking Informative Frames for Video Captioning

In video captioning task, the best practice has been achieved by attention-based models which associate salient visual components with sentences in t…
Aug 11, 2019
Computer Vision

Temporal Knowledge Propagation for Image-to-Video Person Re-identif…

In many scenarios of Person Re-identification (Re-ID), the gallery set consists of lots of surveillance videos and the query is just an image, thus R…
Aug 08, 2019
Computer Vision
Artificial Intelligence

From Two Graphs to N Questions: A VQA Dataset for Compositional Rea…

Visual Question Answering (VQA) is a challenging task for evaluating the ability of comprehensive understanding of the world. Existing benchmarks usu…
Sep 23, 2016
Computer Vision

Funnel-Structured Cascade for Multi-View Face Detection with Alignm…

Multi-view face detection in open environment is a challenging task due to diverse variations of face appearances and shapes. Most multi-view face de…
Oct 11, 2019
Computer Vision

Cross-modal Scene Graph Matching for Relationship-aware Image-Text …

Image-text retrieval of natural scenes has been a popular research topic. Since image and text are heterogeneous cross-modal data, one of the key cha…
Nov 29, 2017
Computer Vision
Machine Learning

Arbitrary Facial Attribute Editing: Only Change What You Want

Facial attribute editing aims to modify either single or multiple attributes on a face image. Since it is practically infeasible to collect images wi…
Jan 21, 2018
Computer Vision
Machine Learning

Depth CNNs for RGB-D scene recognition: learning from scratch better …

Scene recognition with RGB images has been extensively studied and has reached very remarkable recognition levels, thanks to convolutional neural net…
Apr 17, 2019
Computer Vision

CenterNet: Object Detection with Keypoint Triplets

In object detection, keypoint-based approaches often suffer a large number of incorrect object bounding boxes, arguably due to the lack of an additio…
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