New Framework
Recent research focuses on developing versatile frameworks for various tasks, primarily aiming to improve efficiency, reproducibility, and accessibility within their respective domains. These frameworks leverage diverse techniques, including programmatic data generation for LLMs, deep learning architectures for image and audio processing, and reinforcement learning for optimization and automated testing. The resulting advancements enhance the development and evaluation of AI models, improve the reliability of benchmarking processes, and offer new tools for diverse applications ranging from healthcare diagnostics to autonomous vehicle navigation.
Papers
AccelAT: A Framework for Accelerating the Adversarial Training of Deep Neural Networks through Accuracy Gradient
Farzad Nikfam, Alberto Marchisio, Maurizio Martina, Muhammad Shafique
ROS-PyBullet Interface: A Framework for Reliable Contact Simulation and Human-Robot Interaction
Christopher E. Mower, Theodoros Stouraitis, João Moura, Christian Rauch, Lei Yan, Nazanin Zamani Behabadi, Michael Gienger, Tom Vercauteren, Christos Bergeles, Sethu Vijayakumar
WakeUpNet: A Mobile-Transformer based Framework for End-to-End Streaming Voice Trigger
Zixing Zhang, Thorin Farnsworth, Senling Lin, Salah Karout
Why Should I Choose You? AutoXAI: A Framework for Selecting and Tuning eXplainable AI Solutions
Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman Jimenez, Olivier Teste
A Framework for Large Scale Synthetic Graph Dataset Generation
Sajad Darabi, Piotr Bigaj, Dawid Majchrowski, Artur Kasymov, Pawel Morkisz, Alex Fit-Florea
A Framework for Web Services Retrieval Using Bio Inspired Clustering
Anirudha Rayasam, Siddhartha R Thota, Avinash N Bukkittu, Sowmya Kamath
Integrating pre-processing pipelines in ODC based framework
U. Otamendi, I. Azpiroz, M. Quartulli, I. Olaizola
3D Rendering Framework for Data Augmentation in Optical Character Recognition
Andreas Spruck, Maximiliane Hawesch, Anatol Maier, Christian Riess, Jürgen Seiler, André Kaup
Jubileo: An Open-Source Robot and Framework for Research in Human-Robot Social Interaction
Jair A. Bottega, Victor A. Kich, Alisson H. Kolling, Jardel D. S. Dyonisio, Pedro L. Corçaque, Rodrigo da S. Guerra, Daniel F. T. Gamarra