Dinesh Manocha

Dinesh Manocha

University of Maryland

H-index: 136

North America-United States

About Dinesh Manocha

Dinesh Manocha, With an exceptional h-index of 136 and a recent h-index of 59 (since 2020), a distinguished researcher at University of Maryland, specializes in the field of computer graphics, geometric modeling, motion planning, virtual reality, robotics.

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

Global Optimality without Mixing Time Oracles in Average-reward RL via Multi-level Actor-Critic

Explainable Methods Organized by Category

CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP

DocuBits: VR Document Decomposition for Procedural Task Completion

RECAP: retrieval-augmented audio captioning

On the Safety Concerns of Deploying LLMs/VLMs in Robotics: Highlighting the Risks and Vulnerabilities

Indoor Wireless Signal Modeling with Smooth Surface Diffraction Effects

Opportunities, Challenges, and Future Directions

Dinesh Manocha Information

University

Position

Distinguished University Professor

Citations(all)

58841

Citations(since 2020)

19370

Cited By

45770

hIndex(all)

136

hIndex(since 2020)

59

i10Index(all)

552

i10Index(since 2020)

376

Email

University Profile Page

University of Maryland

Google Scholar

View Google Scholar Profile

Dinesh Manocha Skills & Research Interests

computer graphics

geometric modeling

motion planning

virtual reality

robotics

Top articles of Dinesh Manocha

Title

Journal

Author(s)

Publication Date

Global Optimality without Mixing Time Oracles in Average-reward RL via Multi-level Actor-Critic

arXiv preprint arXiv:2403.11925

Bhrij Patel

Wesley A Suttle

Alec Koppel

Vaneet Aggarwal

Brian M Sadler

...

2024/3/18

Explainable Methods Organized by Category

Aaron M Roth

Dinesh Manocha

Ram D Sriram

Elham Tabassi

2024/3/20

CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP

arXiv preprint arXiv:2404.00415

Chandra Kiran Reddy Evuru

Sreyan Ghosh

Sonal Kumar

Utkarsh Tyagi

Dinesh Manocha

2024/3/30

DocuBits: VR Document Decomposition for Procedural Task Completion

arXiv preprint arXiv:2401.15510

Geonsun Lee

Jennifer Healey

Dinesh Manocha

2024/1/27

RECAP: retrieval-augmented audio captioning

arXiv preprint arXiv:2309.09836

Sreyan Ghosh

Sonal Kumar

Chandra Kiran Reddy Evuru

Ramani Duraiswami

Dinesh Manocha

2023/9/18

On the Safety Concerns of Deploying LLMs/VLMs in Robotics: Highlighting the Risks and Vulnerabilities

arXiv preprint arXiv:2402.10340

Xiyang Wu

Ruiqi Xian

Tianrui Guan

Jing Liang

Souradip Chakraborty

...

2024/2/15

Indoor Wireless Signal Modeling with Smooth Surface Diffraction Effects

Ruichen Wang

Samuel Audia

Dinesh Manocha

2024/3/17

Opportunities, Challenges, and Future Directions

Aaron M Roth

Dinesh Manocha

Ram D Sriram

Elham Tabassi

2024/3/20

CoNVOI: Context-aware Navigation using Vision Language Models in Outdoor and Indoor Environments

arXiv preprint arXiv:2403.15637

Adarsh Jagan Sathyamoorthy

Kasun Weerakoon

Mohamed Elnoor

Anuj Zore

Brian Ichter

...

2024/3/22

" Don't forget to put the milk back!" Dataset for Enabling Embodied Agents to Detect Anomalous Situations

arXiv preprint arXiv:2404.08827

James F Mullen Jr

Prasoon Goyal

Robinson Piramuthu

Michael Johnston

Dinesh Manocha

...

2024/4/12

MaxMin-RLHF: Towards Equitable Alignment of Large Language Models with Diverse Human Preferences

arXiv preprint arXiv:2402.08925

Souradip Chakraborty

Jiahao Qiu

Hui Yuan

Alec Koppel

Furong Huang

...

2024/2/14

Human emotion recognition in images or video

2024/1/2

Listen2Scene: Interactive material-aware binaural sound propagation for reconstructed 3D scenes

arXiv preprint arXiv:2302.02809

Anton Ratnarajah

Dinesh Manocha

2023/2/2

Towards Robots That Know When They Need Help: Affordance-Based Uncertainty for Large Language Model Planners

arXiv preprint arXiv:2403.13198

James F Mullen Jr

Dinesh Manocha

2024/3/19

AMCO: Adaptive Multimodal Coupling of Vision and Proprioception for Quadruped Robot Navigation in Outdoor Environments

arXiv preprint arXiv:2403.13235

Mohamed Elnoor

Kasun Weerakoon

Adarsh Jagan Sathyamoorthy

Tianrui Guan

Vignesh Rajagopal

...

2024/3/20

A Closer Look at the Limitations of Instruction Tuning

arXiv preprint arXiv:2402.05119

Sreyan Ghosh

Chandra Kiran Reddy Evuru

Sonal Kumar

Deepali Aneja

Zeyu Jin

...

2024/2/3

AGL-NET: Aerial-Ground Cross-Modal Global Localization with Varying Scales

arXiv preprint arXiv:2404.03187

Tianrui Guan

Ruiqi Xian

Xijun Wang

Xiyang Wu

Mohamed Elnoor

...

2024/4/4

Unconstrained model predictive control for robot navigation under uncertainty

Senthil Hariharan Arul

Jong Jin Park

Vishnu Prem

Yang Zhang

Dinesh Manocha

2024

DTG: Diffusion-based Trajectory Generation for Mapless Global Navigation

arXiv preprint arXiv:2403.09900

Jing Liang

Amirreza Payandeh

Daeun Song

Xuesu Xiao

Dinesh Manocha

2024/3/14

Can LLMs Generate Human-Like Wayfinding Instructions? Towards Platform-Agnostic Embodied Instruction Synthesis

arXiv preprint arXiv:2403.11487

Vishnu Sashank Dorbala

Sanjoy Chowdhury

Dinesh Manocha

2024/3/18

See List of Professors in Dinesh Manocha University(University of Maryland)

Co-Authors

H-index: 99
Ming Lin

Ming Lin

University of Maryland, Baltimore

H-index: 39
Sung-Eui Yoon

Sung-Eui Yoon

KAIST

H-index: 32
Young J. Kim

Young J. Kim

Ewha Womans University

H-index: 31
Min Tang

Min Tang

Zhejiang University

H-index: 30
Aniket Bera

Aniket Bera

University of Maryland, Baltimore

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