Summary of Link Representation Learning For Probabilistic Travel Time Estimation, by Chen Xu et al.
Link Representation Learning for Probabilistic Travel Time Estimationby Chen Xu, Qiang Wang, Lijun SunFirst submitted…
Summary of Reducing Fine-tuning Memory Overhead by Approximate and Memory-sharing Backpropagation, By Yuchen Yang et al.
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagationby Yuchen Yang, Yingdong Shi, Cheems Wang,…
Summary of Hlq: Fast and Efficient Backpropagation Via Hadamard Low-rank Quantization, by Seonggon Kim et al.
HLQ: Fast and Efficient Backpropagation via Hadamard Low-rank Quantizationby Seonggon Kim, Eunhyeok ParkFirst submitted to…
Summary of Boa: Attention-aware Post-training Quantization Without Backpropagation, by Junhan Kim et al.
BoA: Attention-aware Post-training Quantization without Backpropagationby Junhan Kim, Ho-young Kim, Eulrang Cho, Chungman Lee, Joonyoung…
Summary of A Semantic-aware Layer-freezing Approach to Computation-efficient Fine-tuning Of Language Models, by Jian Gu et al.
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Modelsby Jian Gu, Aldeida Aleti, Chunyang…
Summary of Blob: Bayesian Low-rank Adaptation by Backpropagation For Large Language Models, By Yibin Wang et al.
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Modelsby Yibin Wang, Haizhou Shi, Ligong…
Summary of Grad-instructor: Universal Backpropagation with Explainable Evaluation Neural Networks For Meta-learning and Automl, by Ryohei Ino
Grad-Instructor: Universal Backpropagation with Explainable Evaluation Neural Networks for Meta-learning and AutoMLby Ryohei InoFirst submitted…
Summary of State-space Modeling in Long Sequence Processing: a Survey on Recurrence in the Transformer Era, by Matteo Tiezzi et al.
State-Space Modeling in Long Sequence Processing: A Survey on Recurrence in the Transformer Eraby Matteo…
Summary of Textgrad: Automatic “differentiation” Via Text, by Mert Yuksekgonul et al.
TextGrad: Automatic “Differentiation” via Textby Mert Yuksekgonul, Federico Bianchi, Joseph Boen, Sheng Liu, Zhi Huang,…
Summary of Highway Value Iteration Networks, by Yuhui Wang et al.
Highway Value Iteration Networksby Yuhui Wang, Weida Li, Francesco Faccio, Qingyuan Wu, Jürgen SchmidhuberFirst submitted…