Ehsan Abbasnejad

发表

Follow the Attention: Combining Partial Pose and Object Motion for Fine-Grained Action Detection pdf

Mohammad Mahdi Kazemi Moghaddam, Ehsan Abbasnejad, Javen Shi, 2019, ArXiv.

An unsupervised approach to learn the kernel functions: from global influence to local similarity

Mandava Rajeswari, Dhanesh Ramachandram, Ehsan Abbasnejad, 2011, Neural Computing and Applications.

Adaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation

Markus Wagner, Qinfeng Shi, Ehsan Abbasnejad, 2019, ICONIP.

Show, Price and Negotiate: A Hierarchical Attention Recurrent Visual Negotiator pdf

Qi Wu, Ehsan Abbasnejad, Javen Shi, 2019, ArXiv.

Hybrid Neuro-Evolutionary Method for Predicting Wind Turbine Power Output pdf

Azim Heydari, Markus Wagner, Ehsan Abbasnejad, 2020, ArXiv.

On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints pdf

Anton van den Hengel, Ehsan Abbasnejad, Damien Teney, 2019, ArXiv.

Counterfactual Vision-and-Language Navigation: Unravelling the Unseen

Anton van den Hengel, Ehsan Abbasnejad, Qinfeng Shi, 2020, NeurIPS.

Linear-Time Gibbs Sampling in Piecewise Graphical Models

Scott Sanner, Ehsan Abbasnejad, Hadi Mohasel Afshar, 2015, AAAI.

Utilising Prior Knowledge for Visual Navigation: Distil and Adapt pdf

Ehsan Abbasnejad, Javen Shi, Qi Wu, 2020, ArXiv.

Loss-Calibrated Monte Carlo Action Selection

Scott Sanner, Ehsan Abbasnejad, Justin Domke, 2015, AAAI.

Active Learning from Noisy Tagged Images

Anton van den Hengel, Anthony R. Dick, Qinfeng Shi, 2018, BMVC.

Bayesian Conditional Generative Adverserial Networks pdf

Anton van den Hengel, Anthony R. Dick, Qinfeng Shi, 2017, ArXiv.

Sparse Gaussian Processes for Learning Preferences

Scott Sanner, Edwin V. Bonilla, Ehsan Abbasnejad, 2011, NIPS 2011.

Scalable Loss-calibrated Bayesian Decision Theory and Preference Learning

Ehsan Abbasnejad, 2017 .

Deep Lipschitz networks and Dudley GANs

Anton van den Hengel, Ehsan Abbasnejad, Javen Shi, 2018 .

Symbolic Variable Elimination for Discrete and Continuous Graphical Models

Scott Sanner, Ehsan Abbasnejad, S. Sanner, 2012, AAAI.

An Active Information Seeking Model for Goal-oriented Vision-and-Language Tasks pdf

Qi Wu, Anton van den Hengel, Ehsan Abbasnejad, 2018, ArXiv.

New objective functions for social collaborative filtering

Scott Sanner, Peter Christen, Lexing Xie, 2012, WWW.

Unshuffling Data for Improved Generalization pdf

Anton van den Hengel, Ehsan Abbasnejad, Damien Teney, 2020, ArXiv.

What's to Know? Uncertainty as a Guide to Asking Goal-Oriented Questions

Qi Wu, Anton van den Hengel, Ehsan Abbasnejad, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

DeepCleanse: A Black-box Input SanitizationFramework Against Backdoor Attacks on DeepNeural Networks

Damith C. Ranasinghe, Ehsan Abbasnejad, Bao Gia Doan, 2019 .

Modelling Hydraulically Fractured Tight Gas Reservoirs with an Artificial Intelligence (AI)-Based Simulator, Deep Net Simulator (DNS)

Ehsan Abbasnejad, Manouchehr Haghighi, S. Ghassemzadeh, 2020 .

DeepSetNet: Predicting Sets with Deep Neural Networks

Ian D. Reid, Anton Milan, Anthony R. Dick, 2016, 2017 IEEE International Conference on Computer Vision (ICCV).

Februus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems

Damith C. Ranasinghe, Ehsan Abbasnejad, Bao Gia Doan, 2020, ACSAC.

3D Hand Pose Estimation using Simulation and Partial-Supervision with a Shared Latent Space

Chee Peng Lim, Saeid Nahavandi, Ehsan Abbasnejad, 2018, BMVC.

Distribution Based Workload Modelling of Continuous Queries in Clouds

Albert Y. Zomaya, Rajiv Ranjan, Lizhe Wang, 2017, IEEE Transactions on Emerging Topics in Computing.

A Generative Adversarial Density Estimator

Anton van den Hengel, Lingqiao Liu, Qinfeng Shi, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

An Evolutionary Deep Learning Method for Short-term Wind Speed Prediction: A Case Study of the Lillgrund Offshore Wind Farm pdf

Markus Wagner, Ehsan Abbasnejad, Lina Bertling Tjernberg, 2020, ArXiv.

Resource Usage Estimation of Data Stream Processing Workloads in Datacenter Clouds pdf

Prem Prakash Jayaraman, Rajiv Ranjan, John G. Hosking, 2015, ArXiv.

On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law pdf

Anton van den Hengel, Ehsan Abbasnejad, Damien Teney, 2020, NeurIPS.

Discriminative Clustering of High-Dimensional Data Using Generative Modeling

Chee Peng Lim, Saeid Nahavandi, Anton van den Hengel, 2018, 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS).

DeepCleanse: Input Sanitization Framework Against Trojan Attacks on Deep Neural Network Systems pdf

Damith C. Ranasinghe, Ehsan Abbasnejad, Bao Gia Doan, 2019, ArXiv.

Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables

Damith Chinthana Ranasinghe, Qinfeng Shi, Ehsan Abbasnejad, 2018, MobiQuitous.

Learning Community-Based Preferences via Dirichlet Process Mixtures of Gaussian Processes

Scott Sanner, Pascal Poupart, Edwin V. Bonilla, 2013, IJCAI.

Reinforcement Learning with Attention that Works: A Self-Supervised Approach pdf

Anton van den Hengel, Ehsan Abbasnejad, Anthony Manchin, 2019, ICONIP.

Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision pdf

Anton van den Hengel, Ehsan Abbasnejad, Damien Teney, 2020, ECCV.

GADE: A Generative Adversarial Approach to Density Estimation and its Applications

Anton van den Hengel, Lingqiao Liu, Ehsan Abbasnejad, 2020, International Journal of Computer Vision.

Deep Single Image Deraining Via Estimating Transmission and Atmospheric Light in rainy Scenes pdf

Chao Ma, Xiaoping Ma, Bing Zeng, 2019, CVPR 2019.

Label Filters for Large Scale Multilabel Classification

Ehsan Abbasnejad, Alexandru Niculescu-Mizil, 2017, AISTATS.

Decision-Theoretic Approximations for Machine Learning

Ehsan Abbasnejad, 2013, IJCAI.

Infinite Variational Autoencoder for Semi-Supervised Learning

Anton van den Hengel, Anthony R. Dick, Ehsan Abbasnejad, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Counterfactual Vision and Language Learning

Anton van den Hengel, Ehsan Abbasnejad, Javen Shi, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Soccer event detection via collaborative multimodal feature analysis and candidate ranking

Alfian Abdul Halin, Mandava Rajeswari, Ehsan Abbasnejad, 2013, Int. Arab J. Inf. Technol..

Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation.

Ehsan Abbasnejad, Qi Wu, Javen Qinfeng Shi, 2020 .

A survey of the state of the art in learning the kernels

Mandava Rajeswari, Dhanesh Ramachandram, Ehsan Abbasnejad, 2012, Knowledge and Information Systems.

Decision-Theoretic Sparsification for Gaussian Process Preference Learning

Scott Sanner, Edwin V. Bonilla, Ehsan Abbasnejad, 2013, ECML/PKDD.

Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning

Anton van den Hengel, Ehsan Abbasnejad, Javen Shi, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

A deep learning-based evolutionary model for short-term wind speed forecasting: A case study of the Lillgrund offshore wind farm

Markus Wagner, Ehsan Abbasnejad, Lina Bertling Tjernberg, 2021 .

A data-driven reservoir simulation for natural gas reservoirs

Ehsan Abbasnejad, Manouchehr Haghighi, Shahdad Ghassemzadeh, 2021, Neural Computing and Applications.

iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients

Xiaojun Chang, Ehsan Abbasnejad, Shirui Pan, 2021, ICML.

Cross-Modal Visual Question Answering for Remote Sensing Data: The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2021)

Jamie Sherrah, Ehsan Abbasnejad, Rafael Felix, 2021, 2021 Digital Image Computing: Techniques and Applications (DICTA).

Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization pdf

Simon Lucey, Anton van den Hengel, Ehsan Abbasnejad, 2021, ArXiv.

Learning for Visual Navigation by Imagining the Success pdf

Ehsan Abbasnejad, Javen Shi, Qi Wu, 2021, ArXiv.

RamBoAttack: A Robust Query Efficient Deep Neural Network Decision Exploit pdf

Damith C. Ranasinghe, Ehsan Abbasnejad, Viet Quoc Vo, 2021, ArXiv.

Show, Price and Negotiate: A Negotiator with Online Value Look-Ahead

Anton van den Hengel, Qinfeng Shi, Ehsan Abbasnejad, 2021 .

TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems pdf

Minhui Xue, Damith C. Ranasinghe, Ehsan Abbasnejad, 2021, ArXiv.

All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training

Gholamreza Haffari, Ehsan Abbasnejad, Wray Buntine, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Wind turbine power output prediction using a new hybrid neuro-evolutionary method

Markus Wagner, Azim Heydari, Qinfeng Shi, 2021 .

Unshuffling Data for Improved Generalization in Visual Question Answering pdf

Anton van den Hengel, Ehsan Abbasnejad, Damien Teney, 2020, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Distribution Based Workload Modelling of Continuous Queries

Albert Y. Zomaya, Rajiv Ranjan, Ehsan Abbasnejad, 2017 .