Artificial intelligence

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Scalable Alignment of Large Language Models Towards Truth Seeking, Complex Reasoning, and Human Values

Scalable Alignment of Large Language Models Towards Truth Seeking, Complex Reasoning, and Human Values

thesis posted on 2025-05-02 in Carnegie Mellon University

FILES UNDER EMBARGO

Expert-driven knowledge discovery

conference contribution posted on 2025-01-15 in University of Tasmania

FILES UNDER EMBARGO

Ensemble feature ranking for shellfish farm closure cause identification

conference contribution posted on 2025-01-15 in University of Tasmania

FILES UNDER EMBARGO

Distributed feature selection with big sensor data

conference contribution posted on 2025-01-15 in University of Tasmania

Automatic detection of amyloid beta plaques in somatosensory cortex of an Alzheimer’s disease mouse using deep learning

Automatic detection of amyloid beta plaques in somatosensory cortex of an Alzheimer’s disease mouse using deep learning

journal contribution posted on 2024-11-21 in University of Tasmania

CONFERENCE CONTRIBUTION

Qualitative Spatial Reasoning over Questions

conference contribution posted on 2024-11-03 in RMIT University

CONFERENCE CONTRIBUTION

ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks

conference contribution posted on 2024-11-03 in RMIT University

CONFERENCE CONTRIBUTION

Entity Alignment between Knowledge Graphs Using Attribute Embeddings

conference contribution posted on 2024-11-03 in RMIT University

CONFERENCE CONTRIBUTION

Clustering and pattern recognition in bioengineering and autonomous systems

conference contribution posted on 2024-11-03 in RMIT University

CONFERENCE CONTRIBUTION

An adaptive process management system implementation based on situation calculus, indigolog and classical planning

conference contribution posted on 2024-11-03 in RMIT University

CONFERENCE CONTRIBUTION

Is hardness inherent in computational problems performance of human and electronic computers on random instances of the 0-1 knapsack problem

conference contribution posted on 2024-11-03 in RMIT University

JOURNAL CONTRIBUTION

Credal Valuation Networks for Machine Reasoning Under Uncertainty

journal contribution posted on 2024-11-03 in RMIT University

JOURNAL CONTRIBUTION

Design optimization of a passive building with green roof through machine learning and group intelligent algorithm

journal contribution posted on 2024-11-02 in RMIT University

JOURNAL CONTRIBUTION

Renewable thermal energy driven desalination process for a sustainable management of reverse osmosis reject water

journal contribution posted on 2024-11-02 in RMIT University

A Transparent, Distributed, and Secure Crowdfunding Platform Based on Blockchain

chapter posted on 2024-11-01 in RMIT University

CONFERENCE CONTRIBUTION

Automated process adaptation in cyber-physical domains with the SmartPM system

conference contribution posted on 2024-10-31 in RMIT University

FILES UNDER EMBARGO

Entity similarity-based negative sampling for knowledge graph embedding

conference contribution posted on 2024-10-28 in University of Tasmania

GreedyBlock-training code

software posted on 2024-10-16 in Carnegie Mellon University

FILES UNDER EMBARGO

A comparative study of online and face-to-face embedded systems learning course

conference contribution posted on 2024-09-18 in University of Tasmania

CONFERENCE CONTRIBUTION

Situation Determination with Reusable Situation Specifications

conference contribution posted on 2024-09-17 in University of Tasmania

FILES UNDER EMBARGO

Neural processes underlying cognitive control during language production

thesis posted on 2024-09-06 in Carnegie Mellon University

Cloud broker: Helping you buy better

Cloud broker: Helping you buy better

conference contribution posted on 2024-07-26 in Swinburne

Efficient heuristic approach to dominance testing in CP-nets

Efficient heuristic approach to dominance testing in CP-nets

conference contribution posted on 2024-07-11 in Swinburne

Majority-rule-based preference aggregation on multi-attribute domains with CP-nets

Majority-rule-based preference aggregation on multi-attribute domains with CP-nets

conference contribution posted on 2024-07-11 in Swinburne

A Decentralized Service Discovery Approach on Peer-to-Peer Networks

A Decentralized Service Discovery Approach on Peer-to-Peer Networks

journal contribution posted on 2024-07-11 in Swinburne

On dynamic negotiation strategy for concurrent negotiation over distinct objects

On dynamic negotiation strategy for concurrent negotiation over distinct objects

conference contribution posted on 2024-07-10 in Swinburne

Topic selection strategies in multi-agent naming game

Topic selection strategies in multi-agent naming game

conference contribution posted on 2024-07-09 in Swinburne

A distributed protocol for collective decision-making in combinatorial domains

A distributed protocol for collective decision-making in combinatorial domains

conference contribution posted on 2024-07-09 in Swinburne

AutoSLAM -- A Policy-Driven Middleware for Automated SLA Establishment in SOA Environments

AutoSLAM -- A Policy-Driven Middleware for Automated SLA Establishment in SOA Environments

conference contribution posted on 2024-07-09 in Swinburne

Policy-based automation of SLA establishment for cloud computing services

Policy-based automation of SLA establishment for cloud computing services

conference contribution posted on 2024-07-09 in Swinburne

A Flexible Policy Framework for the QoS Differentiated Provisioning of Services

A Flexible Policy Framework for the QoS Differentiated Provisioning of Services

conference contribution posted on 2024-07-09 in Swinburne

Concurrent Negotiation over Quality of Service

Concurrent Negotiation over Quality of Service

conference contribution posted on 2024-07-09 in Swinburne

Monotonic mixing of decision strategies for agent-based bargaining

Monotonic mixing of decision strategies for agent-based bargaining

conference contribution posted on 2024-07-09 in Swinburne

Deep Learning for Automated Video Assistant Referee System (VARS) in Football

Deep Learning for Automated Video Assistant Referee System (VARS) in Football

poster posted on 2024-07-03 in Carnegie Mellon University

FILES UNDER EMBARGO

Supervised restricted boltzmann machines

conference contribution posted on 2024-06-05 in Deakin University

TartanAviation: A Multi-Modal Dataset for Aviation Applications

software posted on 2024-05-10 in Carnegie Mellon University

Multihop Multimodal QA using Joint Attentive Training and Hierarchical Attentive Vision Language transformers

Multihop Multimodal QA using Joint Attentive Training and Hierarchical Attentive Vision Language transformers

preprint posted on 2024-01-19 in Carnegie Mellon University

Multihop and Multimodal Question Answering on WebQA

Multihop and Multimodal Question Answering on WebQA

poster posted on 2024-01-19 in Carnegie Mellon University

Backpropagation-free learning with an information surrogate

Backpropagation-free learning with an information surrogate

thesis posted on 2024-01-08 in Open Access Te Herenga Waka-Victoria University of Wellington

Ensuring the Safety of Reinforcement Learning Algorithms at Training and Deployment

Ensuring the Safety of Reinforcement Learning Algorithms at Training and Deployment

thesis posted on 2023-12-13 in Carnegie Mellon University

Melrose Roderick