Search Results for author: Satyaki Chakraborty

Found 4 papers, 1 papers with code

GraphTransformers for Geospatial Forecasting of Hurricane Trajectories

no code implementations31 Oct 2023 Pallavi Banerjee, Satyaki Chakraborty

In this paper we introduce a novel framework for trajectory prediction of geospatial sequences using GraphTransformers.

Trajectory Prediction

Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark

1 code implementation22 Jul 2022 Kibok Lee, Hao Yang, Satyaki Chakraborty, Zhaowei Cai, Gurumurthy Swaminathan, Avinash Ravichandran, Onkar Dabeer

Most existing works on few-shot object detection (FSOD) focus on a setting where both pre-training and few-shot learning datasets are from a similar domain.

Few-Shot Learning Few-Shot Object Detection +1

Learning to Track Object Position through Occlusion

no code implementations20 Jun 2021 Satyaki Chakraborty, Martial Hebert

Occlusion is one of the most significant challenges encountered by object detectors and trackers.

Object object-detection +2

A more abstractive summarization model

no code implementations25 Feb 2020 Satyaki Chakraborty, Xinya Li, Sayak Chakraborty

In our work, we first thoroughly investigate why the pointer-generator network is unable to generate novel words, and then address that by adding an Out-of-vocabulary (OOV) penalty.

Abstractive Text Summarization Language Modelling

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