5 papers
Agentic AI for Personalized Physiotherapy: A Multi-Agent Framework for Generative Video Training and Real-Time Pose Correction
Abhishek Dharmaratnakar, Srivaths Ranganathan, Anushree Sinha +1
At-home physiotherapy compliance remains critically low due to a lack of personalized supervision and dynamic feedback. Existing digital health solutions rely on static, pre-record…
Beyond Fluency: Toward Reliable Trajectories in Agentic IR
Anushree Sinha, Srivaths Ranganathan, Debanshu Das +1
Information Retrieval is shifting from passive document ranking toward autonomous agentic workflows that operate in multi-step Reason-Act-Observe loops. In such long-horizon trajec…
Generative AI for Video Trailer Synthesis: From Extractive Heuristics to Autoregressive Creativity
Abhishek Dharmaratnakar, Srivaths Ranganathan, Debanshu Das +1
The domain of automatic video trailer generation is currently undergoing a profound paradigm shift, transitioning from heuristic-based extraction methods to deep generative synthes…
VALOR: Value-Aware Revenue Uplift Modeling with Treatment-Gated Representation for B2B Sales
Vamshi Guduguntla, Kavin Soni, Debanshu Das
B2B sales organizations must identify "persuadable" accounts within zero-inflated revenue distributions to optimize expensive human resource allocation. Standard uplift frameworks…
Multi-Agent Video Recommenders: Evolution, Patterns, and Open Challenges
Srivaths Ranganathan, Abhishek Dharmaratnakar, Anushree Sinha +1
Video recommender systems are among the most popular and impactful applications of AI, shaping content consumption and influencing culture for billions of users. Traditional single…