Roozbeh Mottaghi

Affiliations:
  • AI2, Allen Institute for Artificial Intelligence, Seattle, USA


According to our database1, Roozbeh Mottaghi authored at least 88 papers between 2001 and 2024.

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Timeline

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Bibliography

2024
Situated Instruction Following.
CoRR, 2024

Towards Open-World Mobile Manipulation in Homes: Lessons from the Neurips 2023 HomeRobot Open Vocabulary Mobile Manipulation Challenge.
CoRR, 2024

Track2Act: Predicting Point Tracks from Internet Videos enables Diverse Zero-shot Robot Manipulation.
CoRR, 2024


Controllable Human-Object Interaction Synthesis.
Proceedings of the Computer Vision - ECCV 2024, 2024

Track2Act: Predicting Point Tracks from Internet Videos Enables Generalizable Robot Manipulation.
Proceedings of the Computer Vision - ECCV 2024, 2024

GOAT-Bench: A Benchmark for Multi-Modal Lifelong Navigation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
GOAT: GO to Any Thing.
CoRR, 2023

Neural Priming for Sample-Efficient Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Neural Radiance Field Codebooks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

UNIFIED-IO: A Unified Model for Vision, Language, and Multi-modal Tasks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Navigating to Objects Specified by Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ENTL: Embodied Navigation Trajectory Learner.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-Per-Second.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


2022
Benchmarking Progress to Infant-Level Physical Reasoning in AI.
Trans. Mach. Learn. Res., 2022

Retrospectives on the Embodied AI Workshop.
CoRR, 2022

ProcTHOR: Large-Scale Embodied AI Using Procedural Generation.
CoRR, 2022

ASC me to Do Anything: Multi-task Training for Embodied AI.
CoRR, 2022

Ask4Help: Learning to Leverage an Expert for Embodied Tasks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

🏘️ ProcTHOR: Large-Scale Embodied AI Using Procedural Generation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A-OKVQA: A Benchmark for Visual Question Answering Using World Knowledge.
Proceedings of the Computer Vision - ECCV 2022, 2022

Object Manipulation via Visual Target Localization.
Proceedings of the Computer Vision - ECCV 2022, 2022

Interactron: Embodied Adaptive Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Continuous Scene Representations for Embodied AI.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

What do navigation agents learn about their environment?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Simple but Effective: CLIP Embeddings for Embodied AI.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents.
Proceedings of the Conference on Lifelong Learning Agents, 2022

Multi-Modal Answer Validation for Knowledge-Based VQA.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Container: Context Aggregation Network.
CoRR, 2021

Contrasting Contrastive Self-Supervised Representation Learning Models.
CoRR, 2021

Container: Context Aggregation Networks.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Learning Generalizable Visual Representations via Interactive Gameplay.
Proceedings of the 9th International Conference on Learning Representations, 2021

What Can You Learn From Your Muscles? Learning Visual Representation from Human Interactions.
Proceedings of the 9th International Conference on Learning Representations, 2021

Factorizing Perception and Policy for Interactive Instruction Following.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Contrasting Contrastive Self-Supervised Representation Learning Pipelines.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

RobustNav: Towards Benchmarking Robustness in Embodied Navigation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Pushing It Out of the Way: Interactive Visual Navigation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Visual Room Rearrangement.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

ManipulaTHOR: A Framework for Visual Object Manipulation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
MOCA: A Modular Object-Centric Approach for Interactive Instruction Following.
CoRR, 2020

Rearrangement: A Challenge for Embodied AI.
CoRR, 2020

AllenAct: A Framework for Embodied AI Research.
CoRR, 2020

ObjectNav Revisited: On Evaluation of Embodied Agents Navigating to Objects.
CoRR, 2020

Visual Commonsense Graphs: Reasoning about the Dynamic Context of a Still Image.
CoRR, 2020

Learning About Objects by Learning to Interact with Them.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

VisualCOMET: Reasoning About the Dynamic Context of a Still Image.
Proceedings of the Computer Vision - ECCV 2020, 2020

Visual Reaction: Learning to Play Catch With Your Drone.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

RoboTHOR: An Open Simulation-to-Real Embodied AI Platform.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Artificial Agents Learn Flexible Visual Representations by Playing a Hiding Game.
CoRR, 2019

AAAI-2019 Workshop on Games and Simulations for Artificial Intelligence.
CoRR, 2019

Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence.
AI Mag., 2019

Visual Semantic Navigation using Scene Priors.
Proceedings of the 7th International Conference on Learning Representations, 2019

Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
On Evaluation of Embodied Navigation Agents.
CoRR, 2018

SeGAN: Segmenting and Generating the Invisible.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Who Let the Dogs Out? Modeling Dog Behavior From Visual Data.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
AI2-THOR: An Interactive 3D Environment for Visual AI.
CoRR, 2017

Target-driven visual navigation in indoor scenes using deep reinforcement learning.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Visual Semantic Planning Using Deep Successor Representations.
Proceedings of the IEEE International Conference on Computer Vision, 2017

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

ObjectNet3D: A Large Scale Database for 3D Object Recognition.
Proceedings of the Computer Vision - ECCV 2016, 2016

"What Happens If..." Learning to Predict the Effect of Forces in Images.
Proceedings of the Computer Vision - ECCV 2016, 2016

A Task-Oriented Approach for Cost-Sensitive Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
A coarse-to-fine model for 3D pose estimation and sub-category recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding.
CoRR, 2014

Beyond PASCAL: A benchmark for 3D object detection in the wild.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Monocular Multiview Object Tracking with 3D Aspect Parts.
Proceedings of the Computer Vision - ECCV 2014, 2014

The Role of Context for Object Detection and Semantic Segmentation in the Wild.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Towards Scene Understanding: Object Detection, Segmentation, and Contextual Reasoning.
PhD thesis, 2013

Complexity of Representation and Inference in Compositional Models with Part Sharing
Proceedings of the 1st International Conference on Learning Representations, 2013

Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Bottom-Up Segmentation for Top-Down Detection.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Augmenting deformable part models with irregular-shaped object patches.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
A compositional approach to learning part-based models of objects.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2009
Graph-based planning using local information for unknown outdoor environments.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008
Place recognition-based fixed-lag smoothing for environments with unreliable GPS.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

2007
An integrated particle filter and potential field method applied to cooperative multi-robot target tracking.
Auton. Robots, 2007

2006
An Integrated Particle Filter and Potential Field Method for Cooperative Robot Target Tracking.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

2005
Coordination of Multiple Agents for Probabilistic Object Tracking.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

2001
Sharif CESR Small Size Robocup Team.
Proceedings of the RoboCup 2001: Robot Soccer World Cup V, 2001


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