Deepak Pathak

Deepak Pathak

Carnegie Mellon University

H-index: 36

North America-United States

About Deepak Pathak

Deepak Pathak, With an exceptional h-index of 36 and a recent h-index of 36 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Computer Vision, Deep Learning, Robotics, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Revisiting the Role of Language Priors in Vision-Language Models

Evaluating Text-to-Visual Generation with Image-to-Text Generation

Adaptive mobile manipulation for articulated objects in the open world

Learning dexterity from human hand motion in internet videos

Structured world models from human videos

Extreme parkour with legged robots

Deft: Dexterous fine-tuning for real-world hand policies

Multimodality helps unimodality: Cross-modal few-shot learning with multimodal models

Deepak Pathak Information

University

Position

Assistant Professor

Citations(all)

16756

Citations(since 2020)

14923

Cited By

6671

hIndex(all)

36

hIndex(since 2020)

36

i10Index(all)

60

i10Index(since 2020)

58

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Deepak Pathak Skills & Research Interests

Computer Vision

Deep Learning

Robotics

Reinforcement Learning

Top articles of Deepak Pathak

Title

Journal

Author(s)

Publication Date

Revisiting the Role of Language Priors in Vision-Language Models

Zhiqiu Lin

Xinyue Chen

Deepak Pathak

Pengchuan Zhang

Deva Ramanan

2024

Evaluating Text-to-Visual Generation with Image-to-Text Generation

arXiv preprint arXiv:2404.01291

Zhiqiu Lin

Deepak Pathak

Baiqi Li

Jiayao Li

Xide Xia

...

2024/4/1

Adaptive mobile manipulation for articulated objects in the open world

arXiv preprint arXiv:2401.14403

Haoyu Xiong

Russell Mendonca

Kenneth Shaw

Deepak Pathak

2024/1/25

Learning dexterity from human hand motion in internet videos

The International Journal of Robotics Research

Kenneth Shaw

Shikhar Bahl

Aravind Sivakumar

Aditya Kannan

Deepak Pathak

2024/1/22

Structured world models from human videos

arXiv preprint arXiv:2308.10901

Russell Mendonca

Shikhar Bahl

Deepak Pathak

2023/8/21

Extreme parkour with legged robots

arXiv preprint arXiv:2309.14341

Xuxin Cheng

Kexin Shi

Ananye Agarwal

Deepak Pathak

2023/9/25

Deft: Dexterous fine-tuning for real-world hand policies

arXiv preprint arXiv:2310.19797

Aditya Kannan

Kenneth Shaw

Shikhar Bahl

Pragna Mannam

Deepak Pathak

2023/10/30

Multimodality helps unimodality: Cross-modal few-shot learning with multimodal models

Zhiqiu Lin

Samuel Yu

Zhiyi Kuang

Deepak Pathak

Deva Ramanan

2023

Videodex: Learning dexterity from internet videos

Kenneth Shaw

Shikhar Bahl

Deepak Pathak

2023/3/6

Internet explorer: Targeted representation learning on the open web

Alexander Cong Li

Ellis Langham Brown

Alexei A Efros

Deepak Pathak

2023/7/3

Language models as black-box optimizers for vision-language models

arXiv preprint arXiv:2309.05950

Samuel Yu

Shihong Liu

Zhiqiu Lin

Deepak Pathak

Deva Ramanan

2023/9/12

Video frame interpolation using three-dimensional space-time convolution

2023/10/26

Designing anthropomorphic soft hands through interaction

Pragna Mannam

Kenneth Shaw

Dominik Bauer

Jean Oh

Deepak Pathak

...

2023/12/12

Flavr: Flow-agnostic video representations for fast frame interpolation

Tarun Kalluri

Deepak Pathak

Manmohan Chandraker

Du Tran

2023

Deep whole-body control: Learning a unified policy for manipulation and locomotion

Zipeng Fu

Xuxin Cheng

Deepak Pathak

2022

Test-time adaptation with slot-centric models

Mihir Prabhudesai

Sujoy Paul

Sjoerd van Steenkiste

Mehdi SM Sajjadi

Anirudh Goyal

...

2023

Leap hand: Low-cost, efficient, and anthropomorphic hand for robot learning

arXiv preprint arXiv:2309.06440

Kenneth Shaw

Ananye Agarwal

Deepak Pathak

2023/9/12

Meta-Evolve: Continuous Robot Evolution for One-to-many Policy Transfer

Xingyu Liu

Deepak Pathak

Ding Zhao

2024

Dexterous functional grasping

arXiv preprint arXiv:2312.02975

Ananye Agarwal

Shagun Uppal

Kenneth Shaw

Deepak Pathak

2023/12/5

Legged locomotion in challenging terrains using egocentric vision

Ananye Agarwal

Ashish Kumar

Jitendra Malik

Deepak Pathak

2023/3/6

See List of Professors in Deepak Pathak University(Carnegie Mellon University)

Co-Authors

H-index: 161
Trevor Darrell

Trevor Darrell

University of California, Berkeley

H-index: 154
Pieter Abbeel

Pieter Abbeel

University of California, Berkeley

H-index: 110
Thomas L. Griffiths

Thomas L. Griffiths

Princeton University

H-index: 106
Alexei A. Efros

Alexei A. Efros

University of California, Berkeley

H-index: 102
Abhinav Gupta

Abhinav Gupta

Carnegie Mellon University

H-index: 86
Kostas Daniilidis

Kostas Daniilidis

University of Pennsylvania

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