Summary of Comparing the Information Content Of Probabilistic Representation Spaces, by Kieran A. Murphy et al.
Comparing the information content of probabilistic representation spacesby Kieran A. Murphy, Sam Dillavou, Dani S.…
Summary of A-pete: Adaptive Prototype Explanations Of Tree Ensembles, by Jacek Karolczak et al.
A-PETE: Adaptive Prototype Explanations of Tree Ensemblesby Jacek Karolczak, Jerzy StefanowskiFirst submitted to arxiv on:…
Summary of An Attention-based Multi-context Convolutional Encoder-decoder Neural Network For Work Zone Traffic Impact Prediction, by Qinhua Jiang et al.
An Attention-Based Multi-Context Convolutional Encoder-Decoder Neural Network for Work Zone Traffic Impact Predictionby Qinhua Jiang,…
Summary of Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation, by Fengdi Che et al.
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximationby Fengdi Che, Chenjun Xiao, Jincheng…
Summary of Grammar-aligned Decoding, by Kanghee Park et al.
Grammar-Aligned Decodingby Kanghee Park, Jiayu Wang, Taylor Berg-Kirkpatrick, Nadia Polikarpova, Loris D'AntoniFirst submitted to arxiv…
Summary of Exploratory Preference Optimization: Harnessing Implicit Q*-approximation For Sample-efficient Rlhf, by Tengyang Xie et al.
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHFby Tengyang Xie, Dylan J. Foster, Akshay…
Summary of Spectrum-aware Parameter Efficient Fine-tuning For Diffusion Models, by Xinxi Zhang et al.
Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Modelsby Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu,…
Summary of Transformers Are Ssms: Generalized Models and Efficient Algorithms Through Structured State Space Duality, by Tri Dao et al.
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Dualityby Tri Dao,…
Summary of Graph External Attention Enhanced Transformer, by Jianqing Liang and Min Chen and Jiye Liang
Graph External Attention Enhanced Transformerby Jianqing Liang, Min Chen, Jiye LiangFirst submitted to arxiv on:…
Summary of Recurrent Neural Networks: Vanishing and Exploding Gradients Are Not the End Of the Story, by Nicolas Zucchet et al.
Recurrent neural networks: vanishing and exploding gradients are not the end of the storyby Nicolas…