Search Results for author: Tuhin Kundu

Found 3 papers, 2 papers with code

MIMIC: Masked Image Modeling with Image Correspondences

1 code implementation27 Jun 2023 Kalyani Marathe, Mahtab Bigverdi, Nishat Khan, Tuhin Kundu, Aniruddha Kembhavi, Linda G. Shapiro, Ranjay Krishna

We train multiple models with different masked image modeling objectives to showcase the following findings: Representations trained on our automatically generated MIMIC-3M outperform those learned from expensive crowdsourced datasets (ImageNet-1K) and those learned from synthetic environments (MULTIVIEW-HABITAT) on two dense geometric tasks: depth estimation on NYUv2 (1. 7%), and surface normals estimation on Taskonomy (2. 05%).

Depth Estimation Pose Estimation +3

Neural Keyphrase Generation: Analysis and Evaluation

no code implementations27 Apr 2023 Tuhin Kundu, Jishnu Ray Chowdhury, Cornelia Caragea

Keyphrase generation aims at generating topical phrases from a given text either by copying from the original text (present keyphrases) or by producing new keyphrases (absent keyphrases) that capture the semantic meaning of the text.

Keyphrase Generation Semantic Similarity +1

KPDrop: Improving Absent Keyphrase Generation

1 code implementation2 Dec 2021 Jishnu Ray Chowdhury, Seoyeon Park, Tuhin Kundu, Cornelia Caragea

Keyphrase generation is the task of generating phrases (keyphrases) that summarize the main topics of a given document.

Keyphrase Generation

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