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Dinesh Manocha

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A Closer Look at the Limitations of Instruction Tuning

Feb 03, 2024
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, Deepali Aneja, Zeyu Jin, Ramani Duraiswami, Dinesh Manocha

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REBEL: A Regularization-Based Solution for Reward Overoptimization in Reinforcement Learning from Human Feedback

Dec 22, 2023
Souradip Chakraborty, Amisha Bhaskar, Anukriti Singh, Pratap Tokekar, Dinesh Manocha, Amrit Singh Bedi

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FusDom: Combining In-Domain and Out-of-Domain Knowledge for Continuous Self-Supervised Learning

Dec 20, 2023
Ashish Seth, Sreyan Ghosh, S. Umesh, Dinesh Manocha

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Stable Distillation: Regularizing Continued Pre-training for Low-Resource Automatic Speech Recognition

Dec 20, 2023
Ashish Seth, Sreyan Ghosh, S. Umesh, Dinesh Manocha

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APoLLo: Unified Adapter and Prompt Learning for Vision Language Models

Dec 04, 2023
Sanjoy Chowdhury, Sayan Nag, Dinesh Manocha

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AV-RIR: Audio-Visual Room Impulse Response Estimation

Nov 30, 2023
Anton Ratnarajah, Sreyan Ghosh, Sonal Kumar, Purva Chiniya, Dinesh Manocha

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AerialBooth: Mutual Information Guidance for Text Controlled Aerial View Synthesis from a Single Image

Nov 27, 2023
Divya Kothandaraman, Tianyi Zhou, Ming Lin, Dinesh Manocha

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AdVENTR: Autonomous Robot Navigation in Complex Outdoor Environments

Nov 15, 2023
Kasun Weerakoon, Adarsh Jagan Sathyamoorthy, Mohamed Elnoor, Dinesh Manocha

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UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception

Oct 25, 2023
Christopher Maxey, Jaehoon Choi, Hyungtae Lee, Dinesh Manocha, Heesung Kwon

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DALE: Generative Data Augmentation for Low-Resource Legal NLP

Oct 24, 2023
Sreyan Ghosh, Chandra Kiran Evuru, Sonal Kumar, S Ramaneswaran, S Sakshi, Utkarsh Tyagi, Dinesh Manocha

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