CSIRO

∙ Reid , Australia ∙ 0 followers

The Commonwealth Scientific and Industrial Research Organisation is an independent Australian federal government agency responsible for scientific research.

Featured Researchers

Chunhua Shen
265 publications
Jian Zhang
136 publications
Peng Wang
126 publications
Mathieu Salzmann
102 publications
Chang Xu
93 publications
Toby Walsh
85 publications
Yi Li
84 publications
Lei Wang
83 publications
Ming Ding
65 publications
Fatih Porikli
58 publications
Salman Khan
55 publications

Deep Learning for Community Detection: Progress, Challenges and Opportunities

As communities represent similar opinions, similar functions, similar pu...
05/17/2020 ∙ by Fanzhen Liu, et al. ∙ 66 ∙ share

read it
Privacy-Preserving Public Release of Datasets for Support Vector Machine Classification

We consider the problem of publicly releasing a dataset for support vect...
12/29/2019 ∙ by Farhad Farokhi, et al. ∙ 43 ∙ share

read it
Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems

In recent years, the emerging topics of recommender systems that take ad...
04/28/2020 ∙ by Dai Hoang Tran, et al. ∙ 37 ∙ share

read it
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data

Scene understanding of high resolution aerial images is of great importa...
04/01/2019 ∙ by Foivos I. Diakogiannis, et al. ∙ 34 ∙ share

read it
A Deep Journey into Super-resolution: A survey

Deep convolutional networks based super-resolution is a fast-growing fie...
04/16/2019 ∙ by Saeed Anwar, et al. ∙ 28 ∙ share

read it
Loss Guided Activation for Action Recognition in Still Images

One significant problem of deep-learning based human action recognition ...
12/11/2018 ∙ by Lu Liu, et al. ∙ 24 ∙ share

read it
Hybrid Loss for Learning Single-Image-based HDR Reconstruction

This paper tackles high-dynamic-range (HDR) image reconstruction given o...
12/18/2018 ∙ by Kenta Moriwaki, et al. ∙ 16 ∙ share

read it
CullNet: Calibrated and Pose Aware Confidence Scores for Object Pose Estimation

We present a new approach for a single view, image-based object pose est...
09/30/2019 ∙ by Kartik Gupta, et al. ∙ 16 ∙ share

read it
On the Complexity of Breaking Symmetry

We can break symmetry by eliminating solutions within a symmetry class t...
05/16/2020 ∙ by Toby Walsh, et al. ∙ 16 ∙ share

read it
Generating Semantic Adversarial Examples via Feature Manipulation

The vulnerability of deep neural networks to adversarial attacks has bee...
01/06/2020 ∙ by Shuo Wang, et al. ∙ 15 ∙ share

read it
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation

Federated learning (FL), as a distributed machine learning paradigm, pro...
01/18/2021 ∙ by Jun Li, et al. ∙ 14 ∙ share

read it
COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference

The process of automatic generation of a road map from GPS trajectories,...
09/24/2019 ∙ by Arian Prabowo, et al. ∙ 13 ∙ share

read it
RDP-GAN: A Rényi-Differential Privacy based Generative Adversarial Network

Generative adversarial network (GAN) has attracted increasing attention ...
07/04/2020 ∙ by Chuan Ma, et al. ∙ 13 ∙ share

read it
OIAD: One-for-all Image Anomaly Detection with Disentanglement Learning

Anomaly detection aims to recognize samples with anomalous and unusual p...
01/18/2020 ∙ by Shuo Wang, et al. ∙ 12 ∙ share

read it
Conservative Plane Releasing for Spatial Privacy Protection in Mixed Reality

Augmented reality (AR) or mixed reality (MR) platforms require spatial u...
04/17/2020 ∙ by Jaybie A. de Guzman, et al. ∙ 12 ∙ share

read it
DeepMnemonic: Password Mnemonic Generation via Deep Attentive Encoder-Decoder Model

Strong passwords are fundamental to the security of password-based user ...
06/24/2020 ∙ by Yao Cheng, et al. ∙ 12 ∙ share

read it
Evolving embodied intelligence from materials to machines

Natural lifeforms specialise to their environmental niches across many l...
01/17/2019 ∙ by David Howard, et al. ∙ 10 ∙ share

read it
Local Gradients Smoothing: Defense against localized adversarial attacks

Deep neural networks (DNNs) have shown vulnerability to adversarial atta...
07/03/2018 ∙ by Muzammal Naseer, et al. ∙ 8 ∙ share

read it
PIRM2018 Challenge on Spectral Image Super-Resolution: Dataset and Study

This paper introduces a newly collected and novel dataset (StereoMSI) fo...
04/01/2019 ∙ by Mehrdad Shoeiby, et al. ∙ 8 ∙ share

read it
Perspective-consistent multifocus multiview 3D reconstruction of small objects

Image-based 3D reconstruction or 3D photogrammetry of small-scale object...
12/06/2019 ∙ by Hengjia Li, et al. ∙ 8 ∙ share

read it
Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy

Traditional tensor decomposition methods, e.g., two dimensional principa...
05/10/2020 ∙ by Miaohua Zhang, et al. ∙ 8 ∙ share

read it
Super-resolved Chromatic Mapping of Snapshot Mosaic Image Sensors via a Texture Sensitive Residual Network

This paper introduces a novel method to simultaneously super-resolve and...
09/05/2019 ∙ by Mehrdad Shoeiby, et al. ∙ 7 ∙ share

read it
Federated Learning with Unreliable Clients: Performance Analysis and Mechanism Design

Owing to the low communication costs and privacy-promoting capabilities,...
05/10/2021 ∙ by Chuan Ma, et al. ∙ 7 ∙ share

read it
Inferring Temporal Compositions of Actions Using Probabilistic Automata

This paper presents a framework to recognize temporal compositions of at...
04/28/2020 ∙ by Rodrigo Santa Cruz, et al. ∙ 6 ∙ share

read it
Diving Deeper into Underwater Image Enhancement: A Survey

The powerful representation capacity of deep learning has made it inevit...
07/17/2019 ∙ by Saeed Anwar, et al. ∙ 5 ∙ share

read it
Multi-Agent Path Finding with Deadlines

We formalize Multi-Agent Path Finding with Deadlines (MAPF-DL). The obje...
06/11/2018 ∙ by Hang Ma, et al. ∙ 4 ∙ share

read it
Towards the Targeted Environment-Specific Evolution of Robot Components

This research considers the task of evolving the physical structure of a...
10/11/2018 ∙ by Jack Collins, et al. ∙ 4 ∙ share

read it
The Bregman chord divergence

Distances are fundamental primitives whose choice significantly impacts ...
10/22/2018 ∙ by Frank Nielsen, et al. ∙ 4 ∙ share

read it
A Comparative Review of Recent Kinect-based Action Recognition Algorithms

Video-based human action recognition is currently one of the most active...
06/24/2019 ∙ by Lei Wang, et al. ∙ 4 ∙ share

read it
Image Captioning using Facial Expression and Attention

Benefiting from advances in machine vision and natural language processi...
08/08/2019 ∙ by Omid Mohamad Nezami, et al. ∙ 4 ∙ share

read it
Multi-FAN: Multi-Spectral Mosaic Super-Resolution Via Multi-Scale Feature Aggregation Network

This paper introduces a novel method to super-resolve multi-spectral ima...
09/17/2019 ∙ by Mehrdad Shoeiby, et al. ∙ 4 ∙ share

read it
Scalable learning for bridging the species gap in image-based plant phenotyping

The traditional paradigm of applying deep learning – collect, annotate a...
03/24/2020 ∙ by Daniel Ward, et al. ∙ 2 ∙ share

read it
Densely Residual Laplacian Super-Resolution

Super-Resolution convolutional neural networks have recently demonstrate...
06/28/2019 ∙ by Saeed Anwar, et al. ∙ 1 ∙ share

read it
A Monte Carlo AIXI Approximation

This paper introduces a principled approach for the design of a scalable...
09/04/2009 ∙ by Joel Veness, et al. ∙ 0 ∙ share

read it
Probabilities on Sentences in an Expressive Logic

Automated reasoning about uncertain knowledge has many applications. One...
09/12/2012 ∙ by Marcus Hutter, et al. ∙ 0 ∙ share

read it
Dominating Manipulations in Voting with Partial Information

We consider manipulation problems when the manipulator only has partial ...
06/27/2011 ∙ by Vincent Conitzer, et al. ∙ 0 ∙ share

read it
Neighborhood Mixture Model for Knowledge Base Completion

Knowledge bases are useful resources for many natural language processin...
06/21/2016 ∙ by Dat Quoc Nguyen, et al. ∙ 0 ∙ share

read it
STransE: a novel embedding model of entities and relationships in knowledge bases

Knowledge bases of real-world facts about entities and their relationshi...
06/27/2016 ∙ by Dat Quoc Nguyen, et al. ∙ 0 ∙ share

read it
Early Observations on Performance of Google Compute Engine for Scientific Computing

Although Cloud computing emerged for business applications in industry, ...
12/23/2013 ∙ by Zheng Li, et al. ∙ 0 ∙ share

read it
Deep Image Smoothing based on Texture and Structure Guidance

Image smoothing is a fundamental task in computer vision, which aims to ...
12/07/2017 ∙ by Kaiyue Lu, et al. ∙ 0 ∙ share

read it
Sub-committee Approval Voting and Generalised Justified Representation Axioms

Social choice is replete with various settings including single-winner v...
11/16/2017 ∙ by Haris Aziz, et al. ∙ 0 ∙ share

read it
On Self-Adaptive Mutation Restarts for Evolutionary Robotics with Real Rotorcraft

Self-adaptive parameters are increasingly used in the field of Evolution...
03/31/2017 ∙ by Gerard David Howard, et al. ∙ 0 ∙ share

read it
Learning the Number of Neurons in Deep Networks

Nowadays, the number of layers and of neurons in each layer of a deep ne...
11/19/2016 ∙ by Jose M. Alvarez, et al. ∙ 0 ∙ share

read it
The Recurrent Temporal Discriminative Restricted Boltzmann Machines

The recurrent temporal restricted Boltzmann machine (RTRBM) has been suc...
10/06/2017 ∙ by Son N. Tran, et al. ∙ 0 ∙ share

read it
Soft Correspondences in Multimodal Scene Parsing

Exploiting multiple modalities for semantic scene parsing has been shown...
09/28/2017 ∙ by Sarah Taghavi Namin, et al. ∙ 0 ∙ share

read it
Learning Multi-frame Visual Representation for Joint Detection and Tracking of Small Objects

Deep convolutional and recurrent neural networks have delivered signific...
09/14/2017 ∙ by Ryota Yoshihashi, et al. ∙ 0 ∙ share

read it
Unsupervised Neural-Symbolic Integration

Symbolic has been long considered as a language of human intelligence wh...
06/06/2017 ∙ by Son N. Tran, et al. ∙ 0 ∙ share

read it
Capturing natural-colour 3D models of insects for species discovery

Collections of biological specimens are fundamental to scientific unders...
09/07/2017 ∙ by Chuong V. Nguyen, et al. ∙ 0 ∙ share

read it
Towards high-throughput 3D insect capture for species discovery and diagnostics

Digitisation of natural history collections not only preserves precious ...
09/07/2017 ∙ by Chuong Nguyen, et al. ∙ 0 ∙ share

read it
The Conference Paper Assignment Problem: Using Order Weighted Averages to Assign Indivisible Goods

Motivated by the common academic problem of allocating papers to referee...
05/19/2017 ∙ by Jing Wu Lian, et al. ∙ 0 ∙ share

read it