A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.
Gated attention improves performance by using a hierarchical mixture of experts.
Gated attention improves model curvature, enhancing performance on nonlinear tasks.
Deep Sets improve reinforcement learning agent's object-centered navigation and generalization.
GA-Net selectively attends to parts of a sequence for text classification.
In medical real-world study (RWS), how to fully utilize the fragmentary and scarce information in model training to generate the solid diagnosis results is a challenging task. In this work, we introduce a novel multi-instance neural network, AMI-Net+, to train and predict from the incomplete and extremely imbalanced da…
LSTM improves cross-network recommendations by capturing user preference changes and irregular time intervals.
Ground-A-Video edits videos without training, preserving intended changes.
A new Hopfield model reduces inefficiency in large transformer models.