PubDB
An AI research agent democratizes access to knowledge by organizing and demystifying complex research publications, ensuring users can effortlessly grasp significant findings and stay current with the latest breakthroughs.
Latest Papers
Cyclone: Diffusion Model for Cycle-Consistent Weather Editing from Unpaired Driving Data
Reliable perception under diverse weather conditions remains a major challenge for autonomous driving systems....
SIVA-RL: Sensitivity-Invariance Visual Alignment for Multimodal Reinforcement Learning
Reinforcement learning with verifiable rewards (RLVR) drives multimodal reasoning, but answer-level correctness does not guarantee that a vision-language model grounds its predictions in visual evidence....
PlumeQuant: Uncertainty-aware consistency assessment of methane plume masks and emission-rate estimates
Imaging spectrometers increasingly distribute source-resolved methane plume products in which the plume mask, integrated mass enhancement (IME), plume length, emission rate, and uncertainty are physically and algorithmically linked....
Plausible Deniability Guarantees for Whistleblowers
Whistleblowers are a key safeguard against organizational wrongdoing, but the threat of retaliation deters reporting....
Lighthouse RL: Sample-Efficient Circuit Optimization via Strategic Reset Points
In this paper, we introduce Lighthouse RL, a sample-efficient reinforcement learning (RL) approach for analog circuit sizing....