DeLTa 2026 Workshop @ ICLR: Call for Papers
Deadline: Feb 8, 2026
DeLTa 2026 workshop at ICLR 2026 invites submissions on deep generative models. Deadline: Feb 8, 2026. Submit via OpenReview.
The 2nd Workshop on Deep Generative Models in Machine Learning: Theory, Principle, and Efficacy (DeLTa 2026) is accepting paper submissions for ICLR 2026 in Rio de Janeiro, Brazil.
Important dates:
- Submission deadline: Feb 8, 2026
- Notification: Mar 1, 2026
- Camera-ready: Apr 5, 2026
- Workshop date: TBD (ICLR 2026)
Selected topics include:
- Unified theories for diffusion, flow-matching, energy-based, and autoregressive models
- Optimization and convergence in diffusion & flow-matching
- Stochastic control and optimal transport perspectives
- Post-training theory and implicit bias analysis
- Geometry & manifold learning for generative modeling
- Algorithms & applications for LLM diffusion and multimodal generation
Submit papers via OpenReview using the DeLTa workshop style template. Short papers (up to 4 pages) and long papers (up to 8 pages) are accepted.
Tags: DeLTa 2026, ICLR 2026, Deep Generative Models, Machine Learning, Call for Papers, Generative Modeling, AI Research