Learning to be uncertain before learning from data
Nature Machine Intelligence, Published online: 09 April 2026; doi:10.1038/s42256-026-01205-z Neural networks may be overconfident before they see real data. By…
Controllable Singing Style Conversion with Boundary-Aware Information Bottleneck
arXiv:2604.05526v1 Announce Type: cross Abstract: This paper presents the submission of the S4 team to the Singing Voice Conversion Challenge…
Vero: An Open RL Recipe for General Visual Reasoning
arXiv:2604.04917v2 Announce Type: replace-cross Abstract: What does it take to build a visual reasoner that works across charts, science, spatial…
Pramana: Fine-Tuning Large Language Models for Epistemic Reasoning through Navya-Nyaya
arXiv:2604.04937v1 Announce Type: new Abstract: Large language models produce fluent text but struggle with systematic reasoning, often hallucinating confident but…
Graphic-Design-Bench: A Comprehensive Benchmark for Evaluating AI on Graphic Design Tasks
arXiv:2604.04192v2 Announce Type: replace-cross Abstract: We introduce GraphicDesignBench (GDB), the first comprehensive benchmark suite designed specifically to evaluate AI models…
Learned Elevation Models as a Lightweight Alternative to LiDAR for Radio Environment Map Estimation
arXiv:2604.05520v1 Announce Type: cross Abstract: Next-generation wireless systems such as 6G operate at higher frequency bands, making signal propagation highly…
Adaptive Stopping for Multi-Turn LLM Reasoning
arXiv:2604.01413v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) increasingly rely on multi-turn reasoning and interaction, such as adaptive retrieval-augmented…
Agents for Agents: An Interrogator-Based Secure Framework for Autonomous Internet of Underwater Things
arXiv:2604.04262v1 Announce Type: cross Abstract: Autonomous underwater vehicles (AUVs) and sensor nodes increasingly support decentralized sensing and coordination in the…
Commercial Persuasion in AI-Mediated Conversations
arXiv:2604.04263v1 Announce Type: cross Abstract: As Large Language Models (LLMs) become a primary interface between users and the web, companies…