Mateusz Malinowski

According to our database1, Mateusz Malinowski authored at least 36 papers between 2002 and 2020.

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Bibliography

2020
IReEn: Iterative Reverse-Engineering of Black-Box Functions via Neural Program Synthesis.
CoRR, 2020

Visual Grounding in Video for Unsupervised Word Translation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Sideways: Depth-Parallel Training of Video Models.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to Follow Directions in Street View.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
The StreetLearn Environment and Dataset.
CoRR, 2019

Learning dynamic polynomial proofs.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Hyperbolic Attention Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning.
CoRR, 2018

Playing the Game of Universal Adversarial Perturbations.
CoRR, 2018

The Visual QA Devil in the Details: The Impact of Early Fusion and Batch Norm on CLEVR.
CoRR, 2018

Relational inductive biases, deep learning, and graph networks.
CoRR, 2018

Learning to Navigate in Cities Without a Map.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Learning Visual Question Answering by Bootstrapping Hard Attention.
Proceedings of the Computer Vision - ECCV 2018, 2018

Long-Term Image Boundary Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Towards holistic machines: From visual recognition to question answering about real-world images.
PhD thesis, 2017

Ask Your Neurons: A Deep Learning Approach to Visual Question Answering.
Int. J. Comput. Vis., 2017

A simple neural network module for relational reasoning.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016
Tutorial on Answering Questions about Images with Deep Learning.
CoRR, 2016

Contextual Media Retrieval Using Natural Language Queries.
CoRR, 2016

Long-Term Image Boundary Extrapolation.
CoRR, 2016

Spatio-Temporal Image Boundary Extrapolation.
CoRR, 2016

Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Multi-cue Zero-Shot Learning with Strong Supervision.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Hard to Cheat: A Turing Test based on Answering Questions about Images.
CoRR, 2015

Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation.
CoRR, 2014

Towards a Visual Turing Challenge.
CoRR, 2014

A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013
System for Multi-axial Mechanical Stabilization of Digital Camera.
Proceedings of the Vision Based Systemsfor UAV Applications, 2013

Learnable Pooling Regions for Image Classification
Proceedings of the 1st International Conference on Learning Representations, 2013

Learning Smooth Pooling Regions for Visual Recognition.
Proceedings of the British Machine Vision Conference, 2013

2007
CargoNet: a low-cost micropower sensor node exploiting quasi-passive wakeup for adaptive asychronous monitoring of exceptional events.
Proceedings of the 5th International Conference on Embedded Networked Sensor Systems, 2007

2005
An Ultra-Low Power, Optically-Interrogated Smart Tagging and Identification System.
Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

2002
Large Group Musical Interaction using Disposable Wireless Motion Sensors.
Proceedings of the 2002 International Computer Music Conference, 2002


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