Summary of Partially Frozen Random Networks Contain Compact Strong Lottery Tickets, by Hikari Otsuka et al.
Partially Frozen Random Networks Contain Compact Strong Lottery Ticketsby Hikari Otsuka, Daiki Chijiwa, Ángel López…
Summary of Propd: Dynamic Token Tree Pruning and Generation For Llm Parallel Decoding, by Shuzhang Zhong et al.
ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decodingby Shuzhang Zhong, Zebin Yang,…
Summary of In Value-based Deep Reinforcement Learning, a Pruned Network Is a Good Network, by Johan Obando-ceron and Aaron Courville and Pablo Samuel Castro
In value-based deep reinforcement learning, a pruned network is a good networkby Johan Obando-Ceron, Aaron…
Summary of Extraction Of Nonlinearity in Neural Networks with Koopman Operator, by Naoki Sugishita et al.
Extraction of nonlinearity in neural networks with Koopman operatorby Naoki Sugishita, Kayo Kinjo, Jun OhkuboFirst…
Summary of Self-evolving Autoencoder Embedded Q-network, by J. Senthilnath et al.
Self-evolving Autoencoder Embedded Q-Networkby J. Senthilnath, Bangjian Zhou, Zhen Wei Ng, Deeksha Aggarwal, Rajdeep Dutta,…
Summary of What to Do When Your Discrete Optimization Is the Size Of a Neural Network?, by Hugo Silva and Martha White
What to Do When Your Discrete Optimization Is the Size of a Neural Network?by Hugo…
Summary of Optimal Parameter and Neuron Pruning For Out-of-distribution Detection, by Chao Chen et al.
Optimal Parameter and Neuron Pruning for Out-of-Distribution Detectionby Chao Chen, Zhihang Fu, Kai Liu, Ze…
Summary of Model Compression and Efficient Inference For Large Language Models: a Survey, by Wenxiao Wang et al.
Model Compression and Efficient Inference for Large Language Models: A Surveyby Wenxiao Wang, Wei Chen,…
Summary of Evolving Restricted Boltzmann Machine-kohonen Network For Online Clustering, by J. Senthilnath et al.
Evolving Restricted Boltzmann Machine-Kohonen Network for Online Clusteringby J. Senthilnath, Adithya Bhattiprolu, Ankur Singh, Bangjian…
Summary of Sleb: Streamlining Llms Through Redundancy Verification and Elimination Of Transformer Blocks, by Jiwon Song et al.
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocksby Jiwon Song, Kyungseok Oh,…