1 code implementation • 4 Jul 2022 • Ayan Kumar Bhunia, Aneeshan Sain, Parth Shah, Animesh Gupta, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song
To solve this new problem, we introduce a novel model-agnostic meta-learning (MAML) based framework with several key modifications: (1) As a retrieval task with a margin-based contrastive loss, we simplify the MAML training in the inner loop to make it more stable and tractable.
1 code implementation • AKBC 2021 • Vaibhav Adlakha, Parth Shah, Srikanta Bedathur, Mausam
In response, we develop RotatE-Box -- a novel combination of RotatE and box embeddings.
1 code implementation • 2 Feb 2020 • Parth Shah, Vishvajit Bakrola
Neural machine translation (NMT) is a recent and effective technique which led to remarkable improvements in comparison of conventional machine translation techniques.
1 code implementation • 14 May 2019 • Chirag Nagpal, Rohan Sangave, Amit Chahar, Parth Shah, Artur Dubrawski, Bhiksha Raj
Semi-parametric survival analysis methods like the Cox Proportional Hazards (CPH) regression (Cox, 1972) are a popular approach for survival analysis.
no code implementations • 25 Apr 2019 • Parth Shah, Vishvajit Bakrola, Supriya Pati
In the recent time deep learning has achieved huge popularity due to its performance in various machine learning algorithms.
2 code implementations • 24 Oct 2018 • Michelle A. Lee, Yuke Zhu, Krishnan Srinivasan, Parth Shah, Silvio Savarese, Li Fei-Fei, Animesh Garg, Jeannette Bohg
Contact-rich manipulation tasks in unstructured environments often require both haptic and visual feedback.
1 code implementation • 14 Apr 2018 • Lin Shao, Parth Shah, Vikranth Dwaracherla, Jeannette Bohg
Our model jointly estimates (i) the segmentation of the scene into an unknown but finite number of objects, (ii) the motion trajectories of these objects and (iii) the object scene flow.
1 code implementation • 17 Jan 2018 • Parth Shah, Vishvajit Bakarola, Supriya Pati
We have also discussed about how the advancement in the task of object recognition and machine translation has greatly improved the performance of image captioning model in recent years.