Deepak Pathak

Orcid: 0000-0003-2496-0690

According to our database1, Deepak Pathak authored at least 111 papers between 2015 and 2024.

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Bibliography

2024
Learning dexterity from human hand motion in internet videos.
Int. J. Robotics Res., 2024

Continuously Improving Mobile Manipulation with Autonomous Real-World RL.
CoRR, 2024

Neural MP: A Generalist Neural Motion Planner.
CoRR, 2024

Video Diffusion Alignment via Reward Gradients.
CoRR, 2024

GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation.
CoRR, 2024

Adaptive Mobile Manipulation for Articulated Objects In the Open World.
CoRR, 2024

Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction.
CoRR, 2024

Multi-Modal Fusion Methods with Local Neighborhood Information for Crop Yield Prediction at Field and Subfield Levels.
Proceedings of the IGARSS 2024, 2024

Open X-Embodiment: Robotic Learning Datasets and RT-X Models : Open X-Embodiment Collaboration.
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Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Extreme Parkour with Legged Robots.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

SAPG: Split and Aggregate Policy Gradients.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Revisiting the Role of Language Priors in Vision-Language Models.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Meta-Evolve: Continuous Robot Evolution for One-to-many Policy Transfer.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Evaluating Text-to-Visual Generation with Image-to-Text Generation.
Proceedings of the Computer Vision - ECCV 2024, 2024

SPIN: Simultaneous Perception, Interaction and Navigation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Language Models as Black-Box Optimizers for Vision-Language Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Evaluating and Improving Compositional Text-to-Visual Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
FLAVR: flow-free architecture for fast video frame interpolation.
Mach. Vis. Appl., September, 2023

Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback.
CoRR, 2023

DEFT: Dexterous Fine-Tuning for Real-World Hand Policies.
CoRR, 2023

Open X-Embodiment: Robotic Learning Datasets and RT-X Models.
CoRR, 2023

Aligning Text-to-Image Diffusion Models with Reward Backpropagation.
CoRR, 2023

A Framework for Designing Anthropomorphic Soft Hands through Interaction.
CoRR, 2023

VisualGPTScore: Visio-Linguistic Reasoning with Multimodal Generative Pre-Training Scores.
CoRR, 2023

FLAVR: Flow-Agnostic Video Representations for Fast Frame Interpolation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

LEAP Hand: Low-Cost, Efficient, and Anthropomorphic Hand for Robot Learning.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Structured World Models from Human Videos.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Test-time Adaptation of Discriminative Models via Diffusion Generative Feedback.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Influence of Data Cleaning Techniques on Sub-Field Yield Predictions.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Predicting Crop Yield with Machine Learning: An Extensive Analysis of Input Modalities and Models on a Field and Sub-Field Level.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Feature Attribution Methods for Multivariate Time-Series Explainability in Remote Sensing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Crop Yield Prediction: An Operational Approach to Crop Yield Modeling on Field and Subfield Level with Machine Learning Models.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

ALAN: Autonomously Exploring Robotic Agents in the Real World.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Legs as Manipulator: Pushing Quadrupedal Agility Beyond Locomotion.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Test-time Adaptation with Slot-Centric Models.
Proceedings of the International Conference on Machine Learning, 2023

Internet Explorer: Targeted Representation Learning on the Open Web.
Proceedings of the International Conference on Machine Learning, 2023

Efficient RL via Disentangled Environment and Agent Representations.
Proceedings of the International Conference on Machine Learning, 2023

Your Diffusion Model is Secretly a Zero-Shot Classifier.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Designing Anthropomorphic Soft Hands Through Interaction.
Proceedings of the 22nd IEEE-RAS International Conference on Humanoid Robots, 2023

Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning with Multimodal Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Affordances from Human Videos as a Versatile Representation for Robotics.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

DEFT: Dexterous Fine-Tuning for Hand Policies.
Proceedings of the Conference on Robot Learning, 2023

PlayFusion: Skill Acquisition via Diffusion from Language-Annotated Play.
Proceedings of the Conference on Robot Learning, 2023

Dexterous Functional Grasping.
Proceedings of the Conference on Robot Learning, 2023

2022
Learning with an Evolving Class Ontology.
CoRR, 2022

Understanding Collapse in Non-Contrastive Learning.
CoRR, 2022

Generating Fast and Slow: Scene Decomposition via Reconstruction.
CoRR, 2022

Robotic Telekinesis: Learning a Robotic Hand Imitator by Watching Humans on YouTube.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

Human-to-Robot Imitation in the Wild.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

Continual Learning with Evolving Class Ontologies.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Adapting Rapid Motor Adaptation for Bipedal Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Zero-Shot Reward Specification via Grounded Natural Language.
Proceedings of the International Conference on Machine Learning, 2022

REvolveR: Continuous Evolutionary Models for Robot-to-robot Policy Transfer.
Proceedings of the International Conference on Machine Learning, 2022

Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents.
Proceedings of the International Conference on Machine Learning, 2022

Understanding Collapse in Non-contrastive Siamese Representation Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Internet Curiosity: Directed Unsupervised Learning on Uncurated Internet Data.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Coupling Vision and Proprioception for Navigation of Legged Robots.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Topologically-Aware Deformation Fields for Single-View 3D Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

VideoDex: Learning Dexterity from Internet Videos.
Proceedings of the Conference on Robot Learning, 2022

HERD: Continuous Human-to-Robot Evolution for Learning from Human Demonstration.
Proceedings of the Conference on Robot Learning, 2022

Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion.
Proceedings of the Conference on Robot Learning, 2022

Legged Locomotion in Challenging Terrains using Egocentric Vision.
Proceedings of the Conference on Robot Learning, 2022

2021
Planning in Learned Latent Action Spaces for Generalizable Legged Locomotion.
IEEE Robotics Autom. Lett., 2021

Generalization in Dexterous Manipulation via Geometry-Aware Multi-Task Learning.
CoRR, 2021

RMA: Rapid Motor Adaptation for Legged Robots.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

Hierarchical Neural Dynamic Policies.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

Interesting Object, Curious Agent: Learning Task-Agnostic Exploration.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Discovering and Achieving Goals via World Models.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

The CLEAR Benchmark: Continual LEArning on Real-World Imagery.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Functional Regularization for Reinforcement Learning via Learned Fourier Features.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

RB2: Robotic Manipulation Benchmarking with a Twist.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Accelerating Robotic Reinforcement Learning via Parameterized Action Primitives.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Auto-Tuned Sim-to-Real Transfer.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Unsupervised Learning of Visual 3D Keypoints for Control.
Proceedings of the 38th International Conference on Machine Learning, 2021

Differentiable Spatial Planning using Transformers.
Proceedings of the 38th International Conference on Machine Learning, 2021

Learning Long-term Visual Dynamics with Region Proposal Interaction Networks.
Proceedings of the 9th International Conference on Learning Representations, 2021

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Minimizing Energy Consumption Leads to the Emergence of Gaits in Legged Robots.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2020
Compositional GAN: Learning Image-Conditional Binary Composition.
Int. J. Comput. Vis., 2020

Worldsheet: Wrapping the World in a 3D Sheet for View Synthesis from a Single Image.
CoRR, 2020

Locally Masked Convolution for Autoregressive Models.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Sparse Graphical Memory for Robust Planning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Neural Dynamic Policies for End-to-End Sensorimotor Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Planning to Explore via Self-Supervised World Models.
Proceedings of the 37th International Conference on Machine Learning, 2020

One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control.
Proceedings of the 37th International Conference on Machine Learning, 2020

Impact of Gender on Motivation, Engagement and Interaction Behavior in Mobile assisted learning of English.
Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

Tangible Flowchart Blocks for Fostering Logical Thinking in Visually Impaired Learners.
Proceedings of the 20th IEEE International Conference on Advanced Learning Technologies, 2020

Exploring Exploration: Comparing Children with Agents in Unified Exploration Environments.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

The Origins of Common Sense in Humans and Machines.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019
Third-Person Visual Imitation Learning via Decoupled Hierarchical Controller.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Self-Supervised Exploration via Disagreement.
Proceedings of the 36th International Conference on Machine Learning, 2019

Large-Scale Study of Curiosity-Driven Learning.
Proceedings of the 7th International Conference on Learning Representations, 2019

Compositional GAN (Extended Abstract): Learning Image-Conditional Binary Composition.
Proceedings of the Deep Generative Models for Highly Structured Data, 2019

Curiouser and Curiouser: Children's intrinsic exploration of mazes and its effects on reaching a goal.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Human-level but not human-like: Deep Reinforcement Learning in the dark.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018
Compositional GAN: Learning Conditional Image Composition.
CoRR, 2018

Investigating Human Priors for Playing Video Games.
Proceedings of the 35th International Conference on Machine Learning, 2018

Learning Instance Segmentation by Interaction.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Zero-Shot Visual Imitation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Toward Multimodal Image-to-Image Translation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Curiosity-driven Exploration by Self-supervised Prediction.
Proceedings of the 34th International Conference on Machine Learning, 2017

Learning Features by Watching Objects Move.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning.
J. Mach. Learn. Res., 2016

Context Encoders: Feature Learning by Inpainting.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Fully Convolutional Multi-Class Multiple Instance Learning.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Constrained Structured Regression with Convolutional Neural Networks.
CoRR, 2015

Anomaly Localization in Topic-Based Analysis of Surveillance Videos.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Constrained Convolutional Neural Networks for Weakly Supervised Segmentation.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Where is my friend? - Person identification in social networks.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Detector discovery in the wild: Joint multiple instance and representation learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015


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