Adobe Media and Data Science Research (MDSR) Laboratory
Adobe Media and Data Science Research (MDSR) Laboratory
News
Publications
People
Join us!
Collaborators
NeurTEx: A Neural Framework for Template Extraction from Flat Images
With the increasing demands of digital creation, a creative user often starts by looking for inspirational resources online. Once they …
Vinay Aggarwal
,
Praneetha Vaddamanu
,
Bhanu Prakash Reddy Guda
,
Balaji Vasan Srinivasan
,
Niyati Chhaya
,
Vishwa Vinay
PDF
SAC: Semantic Attention Composition for Text-Conditioned Image Retrieval
The ability to efficiently search for images is essential for improving the user experiences across various products. Incorporating …
Surgan Jandial
,
Ayush Chopra
,
Pinkesh Badjatiya
,
Pranit Chawla
,
Mausoom Sarkar
,
Balaji Krishnamurthy
PDF
SARC: Soft Actor Retrospective Critic
The two-time scale nature of SAC, which is an actor-critic algorithm, is characterised by the fact that the critic estimate has not …
Sukriti Verma
,
Jayakumar Subramanian
,
Ayush Chopra
,
Nikaash Puri
,
Mausoom Sarkar
,
Piyush Gupta
,
Balaji Krishnamurthy
PDF
SHERLock: Self-Supervised Hierarchical Event Representation Learning
Temporal event representations are an essential aspect of learning among humans. They allow for succinct encoding of the experiences we …
Sumedh Sontakke
,
Sumegh Roychowdury
,
Mausoom Sarkar
,
Nikaash Puri
,
Balaji Krishnamurthy
,
Laurent Itti
PDF
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances
Existing approaches in disfluency detection focus on solving a token-level classification task for identifying and removing …
Sreyan Ghosh
,
Sonal Kumar
,
Yaman Kumar Singla
,
Rajiv Ratn Shah
,
S Umesh
PDF
Status-quo policy gradient in Multi-Agent Reinforcement Learning
Individual rationality, which involves maximizing expected individual returns, does not always lead to high-utility individual or group …
Pinkesh Badjatiya
,
Mausoom Sarkar
,
Nikaash Puri
,
Jayakumar Subramanian
,
Abhishek Sinha
,
Siddharth Singh
,
Balaji Krishnamurthy
PDF
Text simplification for legal domain:{i} nsights and challenges
Legal documents such as contracts contain complex and domain-specific jargons, long and nested sentences, and often present with …
Aparna Garimella
,
Abhilasha Sancheti
,
Vinay Aggarwal
,
Ananya Ganesh
,
Niyati Chhaya
,
Nanda Kambhatla
PDF
Lifi: Towards linguistically informed frame interpolation
Here we explore the problem of speech video interpolation. With close to 70% of web traffic, such content today forms the primary form …
Aradhya Neeraj Mathur
,
Devansh Batra
,
Yaman Kumar Singla
,
Rajiv Ratn Shah
,
Changyou Chen
,
Roger Zimmermann
PDF
Cite
Code
DOI
2D to 3D medical image colorization
Colorization involves the synthesis of colors while preserving structural content as well as the semantics of the target image. This is …
Aradhya Neeraj Mathur
,
Apoorv Khattar
,
Ojaswa Sharma
PDF
Cite
Code
Project
DOI
ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring
Contracts are a common type of legal document that frequent in several day-to-day business workflows. However, there has been very …
Vinay Aggarwal
,
Aparna Garimella
,
Balaji Vasan Srinivasan
,
Anandhavelu N
,
Rajiv Jain
PDF
«
»
Cite
×