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cs.LG2025
CS-54k: A Paper-Grounded Corpus and Benchmark for AI Research QA
Penghao Wang, Yuhao Zhou, Mengxuan Wu +12
Large language models (LLMs) are increasingly being used to support computer science research. To contribute reliably, these systems must be able to work with information distribut…
cs.CV2025
DD-Ranking: Rethinking the Evaluation of Dataset Distillation
Zekai Li, Xinhao Zhong, Samir Khaki +49
In recent years, dataset distillation has provided a reliable solution for data compression, where models trained on the resulting smaller synthetic datasets achieve performance co…
cs.CV2025
Dynamic Vision Mamba
Mengxuan Wu, Zekai Li, Zhiyuan Liang +9
Mamba-based vision models have gained extensive attention as a result of being computationally more efficient than attention-based models. However, spatial redundancy still exists…