How we learn to predict an outcome isn’t determined by how many times a cue and reward happen together. Instead, how much ...
Reimagining education to cultivate curiosity, questioning, dialogue and critical thinking can develop students’ lifelong learning disposition and capacity for participation in a democratic society.
Most conversations about public education still sound the same: learning loss, burnout, declining trust, political gridlock. But beneath the noise, a different story is unfolding. If you only follow ...
Abstract: Lifelong learning (LLL) defines a training paradigm that aims to continuously acquire and capture new concepts from a sequence of tasks without forgetting. Recently, dynamic expansion models ...
Abstract: We present a novel setting of active learning (AL) where multiple target models are simultaneously learned. This setting arises in real-world applications where machine learning systems ...
This repository contains the official implementation of the paper "SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models". We proposed a flow-matching framework that learns an ...
We propose TraceRL, a trajectory-aware reinforcement learning method for diffusion language models, which demonstrates the best performance among RL approaches for DLMs. We also introduce a ...
Faculty of Teacher Training and Education, Muhammadiyah University of Surakarta, Surakarta, Indonesia The aim of this systematic review is to examine and synthesize existing empirical evidence on ...
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