Scaling Agent Learning via Experience Synthesis
arXiv:2511.03773v1 Announce Type: new Abstract: While reinforcement learning (RL) can empower large language model (LLM) agents by enabling self-improvement through…
Node-Based Editing for Multimodal Generation of Text, Audio, Image, and Video
arXiv:2511.03227v2 Announce Type: replace-cross Abstract: We present a node-based storytelling system for multimodal content generation. The system represents stories as…
In Situ Training of Implicit Neural Compressors for Scientific Simulations via Sketch-Based Regularization
arXiv:2511.02659v2 Announce Type: replace-cross Abstract: Focusing on implicit neural representations, we present a novel in situ training protocol that employs…
Whisper Leak: a side-channel attack on Large Language Models
arXiv:2511.03675v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly deployed in sensitive domains including healthcare, legal services, and…
Structured Matrix Scaling for Multi-Class Calibration
arXiv:2511.03685v1 Announce Type: cross Abstract: Post-hoc recalibration methods are widely used to ensure that classifiers provide faithful probability estimates. We…