Papers
Deep, long-form breakdowns of recent research in AI, machine learning, security & programming languages.
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Abstention and Noise Filtering: Two Missing Primitives of Softmax Attention
by Richard Zhe Wang
Assessment of Machine Learning-Based Critical Heat Flux Models in the CTF Subchannel Code for Square Rod Bundle Prediction
by Aidan Furlong, Vinicius de Melo Monteiro, Robert Salko, Juliana Pacheco Duarte, Xu Wu
Embedding Models Measure in Peculiar Ways
by Juri Opitz, Andrianos Michail
ERCPMP-Gx: Endoscopic Image and Video Dataset for Morphological, Histopathological, and Genomic Characterization of Colorectal Polyposis
by Zahra Ghaffari, Massih Bahar, Mojgan Forootan, Ali Darvishi, Hamidreza Bolhasani
Score Centering Stabilizes Off-policy Reinforcement Learning
by Martin Marek, Max Ryabinin
PosteriorBench: From Point Estimates to Posterior Matching in Evaluating Generative Inverse Solvers
by Jiachen Yao, Zi-Siang Hsu, Xi Deng, Aditi Gupta, Xin Ju, Sally M Benson, Gege Wen, Anima Anandkumar
Calibrated RF-Fingerprinting Under Interference With Heterogeneous Transmission Protocols
by Tariq Abdul-Quddoos, Xiangfang Li, Lijun Qian
OPTED: On-Policy Fine-Tuning for End-to-End Driving using a Render-Free Teacher
by Damiano Da Col, Maximilian Igl, Peter Karkus, Kashyap Chitta, Boris Ivanovic, Marco Pavone, Konrad Schindler, Christos Sakaridis
MILER: Semantic Mid-Level Representation for Sim-to-Real Reinforcement Learning in Unstructured Autonomous Driving
by Thomas Steinecker, Denis Trescher, Alexander Bienemann, Thorsten Luettel, Mirko Maehlisch
Video DeltaNet: A Video-Native Hybrid Attention for Livestream Video Generation
by Haocheng Xi, Yiming Xie, Hexu Zhao, Yiwen Zhang, Michael Liu, Thomas Creavin, Kurt Keutzer, Xiuyu Li, Zhaoyang Lv, Chenfeng Xu, Haiwen Feng