ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Databy Carmen Martin-Turrero, Maxence…
Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscapeby Juno Kim,…
Simulation of Graph Algorithms with Looped Transformersby Artur Back de Luca, Kimon FountoulakisFirst submitted to…
Self-Supervised Contrastive Pre-Training for Multivariate Point Processesby Xiao Shou, Dharmashankar Subramanian, Debarun Bhattacharjya, Tian Gao,…
Multivariate Probabilistic Time Series Forecasting with Correlated Errorsby Vincent Zhihao Zheng, Lijun SunFirst submitted to…
Repeat After Me: Transformers are Better than State Space Models at Copyingby Samy Jelassi, David…
Ultra Fast Transformers on FPGAs for Particle Physics Experimentsby Zhixing Jiang, Dennis Yin, Elham E…
Dense Reward for Free in Reinforcement Learning from Human Feedbackby Alex J. Chan, Hao Sun,…
ALISON: Fast and Effective Stylometric Authorship Obfuscationby Eric Xing, Saranya Venkatraman, Thai Le, Dongwon LeeFirst…
Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Databy Yue Xing, Xiaofeng Lin,…