Mohammad Rostami

Ali Yousefzadeh

Appl. Soft Comput., October, 2023

Efficient Multimodal Diffusion Models Using Joint Data Infilling with Partially Shared U-Net.

[BibT_eX]

[DOI]

Shaochong Jia

CoRR, 2023

Unsupervised Representation Learning to Aid Semi-Supervised Meta Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Class-Incremental Learning Using Generative Experience Replay Based on Time-aware Regularization.

[BibT_eX]

[DOI]

CoRR, 2023

Cognitively Inspired Cross-Modal Data Generation Using Diffusion Models.

[BibT_eX]

[DOI]

CoRR, 2023

Low-Shot Learning for Fictional Claim Verification.

[BibT_eX]

[DOI]

Viswanath Chadalapaka

CoRR, 2023

Explainable Artificial Intelligence Architecture for Melanoma Diagnosis Using Indicator Localization and Self-Supervised Learning.

[BibT_eX]

[DOI]

Ruitong Sun

CoRR, 2023

Encoding Binary Concepts in the Latent Space of Generative Models for Enhancing Data Representation.

[BibT_eX]

[DOI]

CoRR, 2023

Unsupervised Domain Adaptation for Graph-Structured Data Using Class-Conditional Distribution Alignment.

[BibT_eX]

[DOI]

Mengxi Wu

CoRR, 2023

TMaLB: A Tolerable Many-Objective Load Balancing Technique for IoT Workflows Allocation.

[BibT_eX]

[DOI]

Salman Goli-Bidgoli

IEEE Access, 2023

Cognitively Inspired Learning of Incremental Drifting Concepts.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Identification of Novel Classes for Improving Few-Shot Object Detection.

[BibT_eX]

[DOI]

Zeyu Shangguan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning.

[BibT_eX]

[DOI]

Dayuan Jian

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Domain Adaptation for Sentiment Analysis Using Robust Internal Representations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge Distillation.

[BibT_eX]

[DOI]

Yuliang Cai

Jesse Thomason

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

I2I: Initializing Adapters with Improvised Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Conference on Lifelong Learning Agents, 2023

History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion.

[BibT_eX]

[DOI]

Mehrnoosh Mirtaheri

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Internal Robust Representations for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Secure Domain Adaptation with Multiple Sources.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2022

Increasing Model Generalizability for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Leticia Leonor Pinto Alva

CoRR, 2022

CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks.

[BibT_eX]

[DOI]

Tejas Srinivasan

Ting-Yun Chang

Georgios Chochlakis

Jesse Thomason

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Enabling high accuracy pervasive tracking with ultra low power UWB tags.

[BibT_eX]

[DOI]

Karthikeyan Sundaresan

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Increasing Model Generalizability for Unsupervised Visual Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Conference on Lifelong Learning Agents, 2022

Domain Adaptation for the Segmentation of Confidential Medical Images.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Domain Adaptation for Sentiment Analysis Using Increased Intraclass Separation.

[BibT_eX]

[DOI]

CoRR, 2021

Lifelong Learning of Few-shot Learners across NLP Tasks.

[BibT_eX]

[DOI]

Xisen Jin

Xiang Ren

CoRR, 2021

Privacy Preserving Domain Adaptation for Semantic Segmentation of Medical Images.

[BibT_eX]

[DOI]

CoRR, 2021

Minimizing maximum tardiness subject to collect the EOL products in a single machine scheduling problem with capacitated batch delivery and pickup systems.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2021

Integrated hub location and flow processing schedule problem under renewable capacity constraint.

[BibT_eX]

[DOI]

Armin Jabbarzadeh

Comput. Appl. Math., 2021

COCOON: A Conductive Substrate-based Coupled Oscillator Network for Wireless Communication.

[BibT_eX]

[DOI]

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Lifelong Domain Adaptation via Consolidated Internal Distribution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MIXIQ: re-thinking ultra-low power receiver design for next-generation on-body applications.

[BibT_eX]

[DOI]

Xingda Chen

Yuda Feng

Karthikeyan Sundaresan

Deepak Ganesan

Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021

Detection and Continual Learning of Novel Face Presentation Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Open Drug Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Knowledge Graph Construction co-located with 18th Extended Semantic Web Conference (ESWC 2021), 2021

Demo: Knowledge Graph-Based Housing Market Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Knowledge Graph Construction co-located with 18th Extended Semantic Web Conference (ESWC 2021), 2021

Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

One-shot Learning for Temporal Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Unsupervised Model Adaptation for Continual Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Minimizing total weighted completion and batch delivery times with machine deterioration and learning effect: a case study from wax production.

[BibT_eX]

[DOI]

Shiva Nikravesh

Mahdi Shahin

Oper. Res., 2020

A lagrangian relaxation algorithm for facility location of resource-constrained decentralized multi-project scheduling problems.

[BibT_eX]

[DOI]

Morteza Bagherpour

Oper. Res., 2020

Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer.

[BibT_eX]

[DOI]

David Isele

Eric Eaton

J. Artif. Intell. Res., 2020

Sequential Unsupervised Domain Adaptation through Prototypical Distributions.

[BibT_eX]

[DOI]

CoRR, 2020

Redefining passive in backscattering with commodity devices.

[BibT_eX]

[DOI]

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Generative Continual Concept Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Deep Transfer Learning for Few-Shot SAR Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Zero-Shot Image Classification Using Coupled Dictionary Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay.

[BibT_eX]

[DOI]

Soheil Kolouri

Praveen K. Pilly

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

SAR Image Classification Using Few-Shot Cross-Domain Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Explainability Methods for Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning a Domain-Invariant Embedding for Unsupervised Domain Adaptation Using Class-Conditioned Distribution Alignment.

[BibT_eX]

[DOI]

Alexander J. Gabourie

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Discovering Molecular Functional Groups Using Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Polymorphic radios: a new design paradigm for ultra-low power communication.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the ACM Special Interest Group on Data Communication, 2018

A crowdsourcing triage algorithm for geopolitical event forecasting.

[BibT_eX]

[DOI]

David J. Huber

Tsai-Ching Lu

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Lifelong Learning Networks: Beyond Single Agent Lifelong Learning.

[BibT_eX]

[DOI]

Eric Eaton

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Joint Dictionaries for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Resource Pool Location for Periodic Services in Decentralized Multi-Project Scheduling Problems.

[BibT_eX]

[DOI]

Morteza Bagherpour

Ahmad Makui

J. Comput. Civ. Eng., 2017

The two stage assembly flow-shop scheduling problem with batching and delivery.

[BibT_eX]

[DOI]

Hamed Kazemi

Eng. Appl. Artif. Intell., 2017

Transfer of Knowledge through Collective Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Image Super-Resolution Based on Sparsity Prior via Smoothed l<sub>0</sub> Norm.

[BibT_eX]

[DOI]

CoRR, 2016

Enabling Practical Backscatter Communication for On-body Sensors.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Braidio: An Integrated Active-Passive Radio for Mobile Devices with Asymmetric Energy Budgets.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Testing Fine-Grained Parallelism for the ADMM on a Factor-Graph.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning.

[BibT_eX]

[DOI]

David Isele

Eric Eaton

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Efficient Environmental Temperature Monitoring Using Compressed Sensing.

[BibT_eX]

[DOI]

Ali Hashemi

Ngai-Man Cheung

Proceedings of the 2016 Data Compression Conference, 2016

2015

Objective Quality Assessment of Interpolated Natural Images.

[BibT_eX]

[DOI]

Hojatollah Yeganeh

IEEE Trans. Image Process., 2015

Surface Reconstruction in Gradient-Field Domain Using Compressed Sensing.

[BibT_eX]

[DOI]

Oleg V. Michailovich

IEEE Trans. Image Process., 2015

Undamped oscillations in fractional-order Duffing oscillator.

[BibT_eX]

[DOI]

Mohammad Haeri

Signal Process., 2015

Multi-objective parallel machine scheduling problem with job deterioration and learning effect under fuzzy environment.

[BibT_eX]

[DOI]

Amir Ebrahimzadeh Pilerood

Comput. Ind. Eng., 2015

2013

Compressed Sensing with Side Information on the Feasible Region

[BibT_eX]

[DOI]

Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-3-319-00366-5, 2013

Study of Limit Cycles and Stability Analysis of Fractional Arneodo Oscillator.

[BibT_eX]

[DOI]

Mohammad Haeri

J. Optim. Theory Appl., 2013

Minimizing maximum tardiness and delivery costs in a batched delivery system.

[BibT_eX]

[DOI]

Mohammad Hossein Namaki

Comput. Ind. Eng., 2013

Compressed sensing of diffusion fields under heat equation constraint.

[BibT_eX]

[DOI]

Ngai-Man Cheung

Tony Q. S. Quek

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Image Deblurring Using Derivative Compressed Sensing for Optical Imaging Application.

[BibT_eX]

[DOI]

Oleg V. Michailovich

IEEE Trans. Image Process., 2012

SSIM-inspired image restoration using sparse representation.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2012

Objective quality assessment for image super-resolution: A natural scene statistics approach.

[BibT_eX]

[DOI]

Hojatollah Yeganeh

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Gradient-based surface reconstruction using compressed sensing.

[BibT_eX]

[DOI]

Oleg V. Michailovich

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

Two-Way Writing on Dirty Paper.

[BibT_eX]

[DOI]

Reza Khosravi-Farsani