3 papers
cs.CV2026
Sketch2Colab: Sketch-Conditioned Multi-Human Animation via Controllable Flow Distillation
Divyanshu Daiya, Aniket Bera
We present Sketch2Colab, which turns storyboard-style 2D sketches into coherent, object-aware 3D multi-human motion with fine-grained control over agents, joints, timing, and conta…
cs.LG2024
COLLAGE: Collaborative Human-Agent Interaction Generation using Hierarchical Latent Diffusion and Language Models
Divyanshu Daiya, Damon Conover, Aniket Bera
We propose a novel framework COLLAGE for generating collaborative agent-object-agent interactions by leveraging large language models (LLMs) and hierarchical motion-specific vector…
cs.LG2024
DiffSTOCK: Probabilistic relational Stock Market Predictions using Diffusion Models
Divyanshu Daiya, Monika Yadav, Harshit Singh Rao
In this work, we propose an approach to generalize denoising diffusion probabilistic models for stock market predictions and portfolio management. Present works have demonstrated t…