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adaptive learning

83 papers

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large language model (12755) educational technology (106) neural network (6616) reinforcement learning (4122) representation learning (6174) knowledge distillation (3680) online learning (1770) language learning (156) regret bound (1918) personalized learning (58)

Papers

Fast Routing under Uncertainty: Adaptive Learning in Congestion Games via Exponential Weights NIPS 2021
Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation AAAI 2021
Towards a Unifying Framework for Formal Theories of Novelty AAAI 2021
Supporting Cognitive and Emotional Empathic Writing of Students IJCNLP 2021
Time-Aware Multi-Scale RNNs for Time Series Modeling IJCAI 2021
Deep Learning for Functional Data Analysis with Adaptive Basis Layers ICML 2021
Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare IJCAI 2021
AdaCoSeg: Adaptive Shape Co-Segmentation With Group Consistency Loss CVPR 2020
Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation AAAI 2020
Predictive Student Modeling in Educational Games with Multi-Task Learning AAAI 2020
Adaptive Dilated Network With Self-Correction Supervision for Counting CVPR 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation CVPR 2020
Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning IJCAI 2019
Adaptive Exact Learning of Decision Trees from Membership Queries ALT 2019
Adaptive Confidence Smoothing for Generalized Zero-Shot Learning CVPR 2019
Gradient Dynamics of Shallow Univariate ReLU Networks NIPS 2019
User-Specified Local Differential Privacy in Unconstrained Adaptive Online Learning NIPS 2019
Development and Deployment of a Large-Scale Dialog-based Intelligent Tutoring System NAACL 2019
Adaptive Online Learning in Dynamic Environments NIPS 2018
Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification COLING 2018
Par4Sim – Adaptive Paraphrasing for Text Simplification COLING 2018
Demonstrating Par4Sem - A Semantic Writing Aid with Adaptive Paraphrasing EMNLP 2018
AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML 2017
Multi-view Clustering with Adaptively Learned Graph ACML 2017
Dynamic Layer Normalization for Adaptive Neural Acoustic Modeling in Speech Recognition INTERSPEECH 2017