Adobe Media and Data Science Research (MDSR) Laboratory
Adobe Media and Data Science Research (MDSR) Laboratory
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Parameter Efficient Local Implicit Image Function Network for Face Segmentation
Face parsing is defined as the per-pixel labeling of images containing human faces. The labels are defined to identify key facial …
Mausoom Sarkar
,
Nikitha SR
,
Mayur Hemani
,
Rishabh Jain
,
Balaji Krishnamurthy
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DOI
A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot
Multimedia content, such as advertisements and story videos, exhibit a rich blend of creativity and multiple modalities. They …
Aanisha Bhattacharyya
,
Yaman Kumar Singla
,
Balaji Krishnamurthy
,
Changyou Chen
,
Rajiv Ratn Shah
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Video
UMFuse: Unified Multi View Fusion for Human Editing applications
Numerous pose-guided human editing methods have been explored by the vision community due to their extensive practical applications. …
Rishabh Jain
,
Mayur Hemani
,
Duygu Ceylan
,
Krishna Kumar Singh
,
Jingwan Lu
,
Mausoom Sarkar
,
Balaji Krishnamurthy
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Project
Video
Synthesizing Human Gaze Feedback for Improved NLP Performance
Integrating human feedback in models can improve the performance of natural language processing (NLP) models. Feedback can be either …
Varun Khurana
,
Yaman Kumar Singla
,
Nora Hollenstein
,
Rajesh Kumar
,
Balaji Krishnamurthy
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Video
DOI
DeAR Debiasing vision-language models are with additive residuals
Large pre-trained vision-language models (VLMs) reduce the time for developing predictive models for various vision-grounded language …
Ashish Seth
,
Mayur Hemani
,
Chirag Agarwal.
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Differentiable Agent-based Epidemiology
Mechanistic simulators are an indispensable tool for epidemiology to explore the behavior of complex, dynamic infections under varying …
Ayush Chopra
,
Alexander Rodríguez
,
Jayakumar Subramanian
,
Arnau Quera-Bofarull
,
Balaji Krishnamurthy
,
B Aditya Prakash
,
Ramesh Raskar
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Explaining RL Decisions with Trajectories
Explanation is a key component for the adoption of reinforcement learning (RL) in many real-world decision-making problems. In the …
Shripad Vilasrao Deshmukh
,
Arpan Dasgupta
,
Balaji Krishnamurthy
,
Nan Jiang
,
Chirag Agarwal
,
Georgios Theocharous
,
Jayakumar Subramanian
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HyHTM: Hyperbolic Geometry-based Hierarchical Topic Model
Hierarchical Topic Models (HTMs) are useful for discovering topic hierarchies in a collection of documents. However, traditional HTMs …
Simra Shahid
,
Tanay Anand
,
Nikitha SR
,
Sumit Bhatia
,
Balaji Krishnamurthy
,
Nikaash Puri
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LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training
Learning object segmentation in image and video datasets without human supervision is a challenging problem. Humans easily identify …
Silky Singh
,
Shripad Deshmukh
,
Mausoom Sarkar
,
Balaji Krishnamurthy
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MobiVSR - Mobile Application for Visual Speech Recognition
Visual speech recognition (VSR) is the task of recognizing spoken language from video input only, without any audio. VSR has many …
Nilay Srivastava
,
Astitwa Saxena
,
Yaman Kumar Singla
,
Debanjan Mahata
,
Rajiv Ratn Shah
,
Amanda Stent
,
Roger Zimmerman
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