Amanpreet Singh

Orcid: 0000-0001-5980-7608

According to our database1, Amanpreet Singh authored at least 72 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
OLMoE: Open Mixture-of-Experts Language Models.
CoRR, 2024

Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment.
CoRR, 2024

Generative Representational Instruction Tuning.
CoRR, 2024

TOPICAL: TOPIC Pages AutomagicaLly.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

Treatment Efficacy Prediction of Focused Ultrasound Therapies Using Multi-parametric Magnetic Resonance Imaging.
Proceedings of the Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, 2024

2023
Proactive Prevention Key Solution for Wormhole Attack in IEEE 802.11 Networks Using AODV.
Wirel. Pers. Commun., 2023

Automated detection of scaphoid fractures using deep neural networks in radiographs.
Eng. Appl. Artif. Intell., 2023

OBELISC: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents.
CoRR, 2023

Towards Language Models That Can See: Computer Vision Through the LENS of Natural Language.
CoRR, 2023

The Semantic Scholar Open Data Platform.
CoRR, 2023

OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SciRepEval: A Multi-Format Benchmark for Scientific Document Representations.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Embedding Recycling for Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022
Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment.
CoRR, 2022

FeedLens: Polymorphic Lenses for Personalizing Exploratory Search over Knowledge Graphs.
Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022

SpecNFS: A Challenge Dataset Towards Extracting Formal Models from Natural Language Specifications.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Unsupervised Vision-and-Language Pretraining via Retrieval-based Multi-Granular Alignment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

FLAVA: A Foundational Language And Vision Alignment Model.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Cuckoo inspired stacking ensemble framework for content-based cybercrime detection in online social networks.
Trans. Emerg. Telecommun. Technol., 2021

Human-Adversarial Visual Question Answering.
CoRR, 2021

Physics Informed Convex Artificial Neural Networks (PICANNs) for Optimal Transport based Density Estimation.
CoRR, 2021

Transformer is All You Need: Multimodal Multitask Learning with a Unified Transformer.
CoRR, 2021

Human-Adversarial Visual Question Answering.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Dynabench: Rethinking Benchmarking in NLP.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

UniT: Multimodal Multitask Learning with a Unified Transformer.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Intelligent content-based cybercrime detection in online social networks using cuckoo search metaheuristic approach.
J. Supercomput., 2020

Open4Business(O4B): An Open Access Dataset for Summarizing Business Documents.
CoRR, 2020

Are we pretraining it right? Digging deeper into visio-linguistic pretraining.
CoRR, 2020

Infosys Machine Translation System for WMT20 Similar Language Translation Task.
Proceedings of the Fifth Conference on Machine Translation, 2020

The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020


Building Recommender Systems with PyTorch.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

A Machine Learning Approach to Predicting Covid-19 Cases Amongst Suspected Cases and Their Category of Admission.
Proceedings of the 15th IEEE International Conference on Industrial and Information Systems, 2020

TextCaps: A Dataset for Image Captioning with Reading Comprehension.
Proceedings of the Computer Vision - ECCV 2020, 2020

Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Neural Network Acceptability Judgments.
Trans. Assoc. Comput. Linguistics, 2019

A Mathematical Model for Efficient and Fair Resource Assignment in Multipath Transport.
Future Internet, 2019

Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future.
CoRR, 2019

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Modeling the Long Term Future in Model-Based Reinforcement Learning.
Proceedings of the 7th International Conference on Learning Representations, 2019

Towards VQA Models That Can Read.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

CanvasGAN: A Simple Baseline for Text to Image Generation by Incrementally Patching a Canvas.
Proceedings of the Advances in Computer Vision, 2019

2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

2017
A MEMS-Assisted Temperature Sensor With 20-µK Resolution, Conversion Rate of 200 S/s, and FOM of 0.04 pJK2.
IEEE J. Solid State Circuits, 2017

Building a Structured Query Engine.
CoRR, 2017

2015
Algorithms for Theoretical Investigation of Fairness in Multipath Transport.
Proceedings of the Mobile Networks and Management - 7th International Conference, 2015

Fairness mechanisms for single-path capacity allocation based on mixed-integer (Non-)linear programming.
Proceedings of the 2015 European Conference on Networks and Communications, 2015

Transport layer fairness revisited.
Proceedings of the 13th International Conference on Telecommunications, 2015

2014
D-H parameters augmented with dummy frames for serial manipulators containing spatial links.
Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014

2013
Improved heterogeneous network utilization by combining multipath transport with QoS-based flow management and routing.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Enhancing fairness and congestion control in multipath TCP.
Proceedings of the 6th Joint IFIP Wireless and Mobile Networking Conference, 2013

Statistical analysis of traffic aggregation in LTE access networks.
Proceedings of the 6th Joint IFIP Wireless and Mobile Networking Conference, 2013

Enhancing Quality of Experience (QoE) assessment models for video applications.
Proceedings of the 6th Joint IFIP Wireless and Mobile Networking Conference, 2013

Enhancing Quality of Experience (QoE) Assessment Models for Web Traffic.
Proceedings of the Mobile Networks and Management - 5th International Conference, 2013

Performance and fairness comparison of extensions to dynamic window coupling for Multipath TCP.
Proceedings of the 2013 9th International Wireless Communications and Mobile Computing Conference, 2013

2012
Load sensitive flow management extensions to QoS routing based on OSPF.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Responsiveness of future telecommunication networks under disaster situations.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

Performance comparison of scheduling algorithms for multipath transfer.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011
Analysis of Adaptive LMS Filtering in Contrast to Multirate Filtering.
Proceedings of the 4th International Conference on Emerging Trends in Engineering and Technology, 2011

2010
Enhanced AODV Routing Protocol with Paging in Heterogeneous IP-Based Networks.
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Generic Connectivity Architecture for Mobility and Multipath Flow Management in the Future Internet.
Proceedings of the Mobile Networks and Management - Second International ICST Conference, 2010

2007
Clustering in Autonomous Cooperating Logistic Processes.
Proceedings of the Dynamics in Logistics, First International Conference, 2007

2006
Rate-Aware Adaptive Channel Allocation for Multi-User OFDM Systems.
Proceedings of the IEEE 17th International Symposium on Personal, 2006

2001
Computer aided soft computation of FIR filter for software radio.
Proceedings of the IEEE International Conference on Systems, 2001

filterComputer modeling and analysis of random subsampling in software radio receiver.
Proceedings of the IEEE International Conference on Systems, 2001

2000
Soft computing in FSK modem using DSP.
Proceedings of the IEEE International Conference on Systems, 2000

Information processing in digital domain.
Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000


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