Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning Paper • 2512.20605 • Published Dec 23, 2025 • 62
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published Dec 29, 2025 • 18
TimeBill: Time-Budgeted Inference for Large Language Models Paper • 2512.21859 • Published Dec 26, 2025 • 25
GRAN-TED: Generating Robust, Aligned, and Nuanced Text Embedding for Diffusion Models Paper • 2512.15560 • Published Dec 17, 2025 • 25
Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone Paper • 2512.22615 • Published Dec 27, 2025 • 48
LightOnOCR: A 1B End-to-End Multilingual Vision-Language Model for State-of-the-Art OCR Paper • 2601.14251 • Published 13 days ago • 23
DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation Paper • 2601.22153 • Published 4 days ago • 66
Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation Paper • 2601.21406 • Published 5 days ago • 4