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- DD-Ranking: Rethinking the Evaluation of Dataset Distillation14
DD-Ranking, a unified evaluation framework, along with new general evaluation metrics to uncover the true performance improvements achieved by different methods are proposed, which provide a more comprehensive and fair evaluation standard for future research advancements.
- EA-Vit: Efficient Adaptation for Elastic Vision Transformer8
An efficient ViT adaptation framework is proposed that enables a single adaptation process to generate multiple models of varying sizes for deployment on platforms with various resource constraints and adopts a curriculum-based training strategy that progressively increases elasticity.
- Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training5
This work shows how simple and effective the fast recovery can be achieved at minute-level, in particular, a 35.9% accuracy spike over 3 epochs of training on Vim-Ti, and that a quick round of retraining after token merging yeilds robust results across various compression ratios.
- [Fertility protection and preservation for patients with endometriosis: a Chinese consensus (2022)].3
- ResearchGPT: Benchmarking and Training LLMs for End-to-End Computer Science Research Workflows2
This work contributes CS-54k, a high-quality corpus of scientific Q&A pairs in computer science, built from 14k CC-licensed papers, and derives two complementary subsets: CS-4k, a carefully curated benchmark for evaluating AI's ability to assist scientific research, and CS-50k, a large-scale training dataset.
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- [The Chinese guideline for prevention of pelvic and abdominal adhesions after obstetric and gynecologic surgery (2023 edition)].–
It’s time to dust off the crayons and dustbinoculars and start thinking again.
Publication data from OpenAlex; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-12. One-sentence summaries under some papers are written by Semantic Scholar’s model. Citation counts may be lower than on Google Scholar, which indexes more sources.
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