Search Results for author: Prithwish Jana

Found 6 papers, 1 papers with code

CoTran: An LLM-based Code Translator using Reinforcement Learning with Feedback from Compiler and Symbolic Execution

no code implementations11 Jun 2023 Prithwish Jana, Piyush Jha, Haoyang Ju, Gautham Kishore, Aryan Mahajan, Vijay Ganesh

Also, built upon CodeT5, CoTran achieves +11. 23%, +14. 89% improvement on FEqAcc and +4. 07%, +8. 14% on CompAcc for Java-to-Python and Python-to-Java translation resp.

Code Translation Translation

Scheduling Virtual Conferences Fairly: Achieving Equitable Participant and Speaker Satisfaction

1 code implementation26 Apr 2022 Gourab K. Patro, Prithwish Jana, Abhijnan Chakraborty, Krishna P. Gummadi, Niloy Ganguly

As the efficiency and fairness objectives can be in conflict with each other, we propose a joint optimization framework that allows conference organizers to design schedules that balance (i. e., allow trade-offs) among efficiency, participant fairness and speaker fairness objectives.

Fairness Scheduling

Recent Trends in 2D Object Detection and Applications in Video Event Recognition

no code implementations7 Feb 2022 Prithwish Jana, Partha Pratim Mohanta

Object detection serves as a significant step in improving performance of complex downstream computer vision tasks.

Object object-detection +2

Unsupervised Action Localization Crop in Video Retargeting for 3D ConvNets

no code implementations14 Nov 2021 Prithwish Jana, Swarnabja Bhaumik, Partha Pratim Mohanta

To corroborate the effectiveness of the proposed method, we evaluate the video classification task by comparing our dynamic cropping technique with random cropping on three benchmark datasets, viz.

Action Localization Video Classification +1

Event and Activity Recognition in Video Surveillance for Cyber-Physical Systems

no code implementations3 Nov 2021 Swarnabja Bhaumik, Prithwish Jana, Partha Pratim Mohanta

Further exploring multistream models, we conceive a multi-tier fusion strategy for the spatial and temporal wings of a network.

Action Recognition

AutoDrone: Shortest Optimized Obstacle-Free Path Planning for Autonomous Drones

no code implementations30 Oct 2021 Prithwish Jana, Debasish Jana

With technological advancement, drone has emerged as unmanned aerial vehicle that can be controlled by humans to fly or reach a destination.

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