Learning Semantic Proxies from Visual Prompts for Parameter-Efficient Fine-Tuning in Deep Metric Learningby Li Ren,…
Pruner: A Speculative Exploration Mechanism to Accelerate Tensor Program Tuningby Liang Qiao, Jun Shi, Xiaoyu…
Unification of Symmetries Inside Neural Networks: Transformer, Feedforward and Neural ODEby Koji Hashimoto, Yuji Hirono,…
Loss Landscape Degeneracy Drives Stagewise Development in Transformersby Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam…
Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasetsby Lei Xu, Moncef GabboujFirst…
XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applicationsby Tingsong Xiao, Zelin Xu, Wenchong…
SudokuSens: Enhancing Deep Learning Robustness for IoT Sensing Applications using a Generative Approachby Tianshi Wang,…
Selecting Large Language Model to Fine-tune via Rectified Scaling Lawby Haowei Lin, Baizhou Huang, Haotian…
Using Deep Ensemble Forest for High Resolution Mapping of PM2.5 from MODIS MAIAC AOD in…
Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-errorby Haoran Li, Zicheng Zhang, Wang Luo, Congying…