Summary of Generalization Analysis with Deep Relu Networks For Metric and Similarity Learning, by Junyu Zhou et al.
Generalization analysis with deep ReLU networks for metric and similarity learningby Junyu Zhou, Puyu Wang,…
Summary of Improving Instruction Following in Language Models Through Proxy-based Uncertainty Estimation, by Joonho Lee et al.
Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimationby JoonHo Lee, Jae Oh Woo,…
Summary of Residual-based Attention Physics-informed Neural Networks For Spatio-temporal Ageing Assessment Of Transformers Operated in Renewable Power Plants, by Ibai Ramirez et al.
Residual-based Attention Physics-informed Neural Networks for Spatio-Temporal Ageing Assessment of Transformers Operated in Renewable Power…
Summary of Time Evidence Fusion Network: Multi-source View in Long-term Time Series Forecasting, by Tianxiang Zhan et al.
Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecastingby Tianxiang Zhan, Yuanpeng He,…
Summary of Improving Deep Learning Model Calibration For Cardiac Applications Using Deterministic Uncertainty Networks and Uncertainty-aware Training, by Tareen Dawood et al.
Improving Deep Learning Model Calibration for Cardiac Applications using Deterministic Uncertainty Networks and Uncertainty-aware Trainingby…
Summary of Incentive-compatible Bandits: Importance Weighting No More, by Julian Zimmert et al.
Incentive-compatible Bandits: Importance Weighting No Moreby Julian Zimmert, Teodor V. MarinovFirst submitted to arxiv on:…
Summary of Heterogeneous Graph Neural Networks with Loss-decrease-aware Curriculum Learning, by Yili Wang
Heterogeneous Graph Neural Networks with Loss-decrease-aware Curriculum Learningby Yili WangFirst submitted to arxiv on: 10…
Summary of Controllable Image Generation with Composed Parallel Token Prediction, by Jamie Stirling and Noura Al-moubayed
Controllable Image Generation With Composed Parallel Token Predictionby Jamie Stirling, Noura Al-MoubayedFirst submitted to arxiv…
Summary of Mitigating Hallucinations in Large Language Models Via Self-refinement-enhanced Knowledge Retrieval, by Mengjia Niu et al.
Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrievalby Mengjia Niu, Hao Li, Jie…
Summary of Sharp Analysis Of Out-of-distribution Error For “importance-weighted” Estimators in the Overparameterized Regime, by Kuo-wei Lai et al.
Sharp analysis of out-of-distribution error for “importance-weighted” estimators in the overparameterized regimeby Kuo-Wei Lai, Vidya…