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摘要: 目录概符号说明S4代码 Gu A., Goel K. and Re C. Efficiently modeling long sequences with structured state spaces. NeurIPS, 2022. 概 Mamba 系列第三作. 符号说明 \(u(t) \in \ 阅读全文
posted @ 2024-06-12 10:26 馒头and花卷 阅读(331) 评论(0) 推荐(0)
摘要: 目录概符号说明LSSL和其它方法的联系代码 Gu A., Johnson I., Goel K., Saab K., Dao T., Rudra A., and Re C. Combining recurrent, convolutional, and continuous-time models 阅读全文
posted @ 2024-06-11 20:00 馒头and花卷 阅读(98) 评论(0) 推荐(0)
摘要: 目录概Motivation代码 Gu A., Dao T., Ermon S., Rudra A. and Re C. HiPPO: Recurrent memory with optimal polynomial projections. NIPS, 2021. 概 看下最近很火的 Mamba 的 阅读全文
posted @ 2024-06-05 21:01 馒头and花卷 阅读(800) 评论(2) 推荐(2)
摘要: 目录概符号说明Unlearning LayersFusing Unlearning Layers代码 Chen J. and Yang D. Unlearn what you want to forget: efficient unlearning for llms. 2024. 概 本文提出一种 阅读全文
posted @ 2024-06-02 14:54 馒头and花卷 阅读(212) 评论(0) 推荐(0)
摘要: 目录概符号说明经验性的结果Noisy Model Learning代码 Chen H., Wang J., Shah A., Tao R., Wei H., Xie X., Sugiyama M. and Raj B. Understanding and mitigating the label n 阅读全文
posted @ 2024-05-30 16:37 馒头and花卷 阅读(66) 评论(0) 推荐(0)
摘要: 目录概SinkHorn operator Mean G. E., Belanger D., Linderman C. and Snoek J. Learning latent permutations with gumbel-sinkhorn networks. ICLR, 2018. 概 本文提出 阅读全文
posted @ 2024-05-30 09:58 馒头and花卷 阅读(125) 评论(0) 推荐(0)
摘要: 目录概符号说明UniSRec统一的文本表示统一的序列表示Parameter-Efficient Fine-tuning代码 Hou Y., Mu S., Zhao W. X., Li Y., Ding B. and Wen J. Towards Universal Sequence Represen 阅读全文
posted @ 2024-05-28 16:46 馒头and花卷 阅读(102) 评论(0) 推荐(0)
摘要: 目录概主要内容 Deng X., Xu L., Li X., Yu J., Xue E., Wang Z., Zhang D., Liu Z., Song Y., Zhou G., Mou N. and Jiang S. End-to-end training of multimodal model 阅读全文
posted @ 2024-05-28 15:55 馒头and花卷 阅读(470) 评论(0) 推荐(0)
摘要: 目录概符号说明MotivationLGMRecLocal Graph EmbeddingGlobal Graph EmbeddingFusion代码 Guo Z., Li J., Li G., Wang C., Shi S. and Ruan B. LGMRec: Local and global 阅读全文
posted @ 2024-05-27 11:35 馒头and花卷 阅读(228) 评论(0) 推荐(0)
摘要: 目录概GRs (Generative Recommenders)任务形式模型设计代码 Zhai J., Liao L., Liu X., Wang Y., Li R., Cao X., Gao L., Gong Z., Gu F., He M., Lu Y. and Shi Y. Actions s 阅读全文
posted @ 2024-05-26 09:40 馒头and花卷 阅读(1247) 评论(0) 推荐(2)
摘要: 目录概Jaccard Index推广到 multisets推广到 Multiple sets Costa L. Further generalizations of the jaccard index. 2021. 概 本文介绍了 Jaccard Index (Jaccard Similarity) 阅读全文
posted @ 2024-05-23 21:50 馒头and花卷 阅读(38) 评论(0) 推荐(0)
摘要: 目录概BLaIR代码 Hou Y., Li J., He Z., Yan A., Chen X., and McAuley J. Bridging language and items for retrieval and recommendation. 2024. 概 本文提出了一种利用对比损失训练 阅读全文
posted @ 2024-05-23 16:47 馒头and花卷 阅读(97) 评论(1) 推荐(1)
摘要: 目录概符号说明MotivationMulti-Task Pairwise Ranking (MTPR)代码 Du X., Wang X., He X., Li Z., Tang J. and Chua T. How to learn item representation for cold-star 阅读全文
posted @ 2024-05-11 14:35 馒头and花卷 阅读(58) 评论(0) 推荐(0)
摘要: 目录概MoE训练 Shazeer N., Mirhoseini A., Maziarz K., Davis A., Le Q., Hinton G. and Dean J. Outrageously large neural networks: The sparsely-gated mixture- 阅读全文
posted @ 2024-05-10 10:21 馒头and花卷 阅读(86) 评论(0) 推荐(0)
摘要: 目录概主要内容BERT-FlowBERT-Whitening代码 [1] Li B., Zhou H., He J., Wang M., Yang Y. and Li L. On the sentence embeddings from pre-trained language models. AC 阅读全文
posted @ 2024-05-09 16:43 馒头and花卷 阅读(105) 评论(0) 推荐(0)
摘要: 目录概符号说明MotivationKnowledge Distillation framework for modality-enriched Sequential Recommenders (KGSR)相似度建模相似度预测训练 Hu H., Liu Q., Li C. and Kan M. Lig 阅读全文
posted @ 2024-05-08 16:21 馒头and花卷 阅读(27) 评论(0) 推荐(0)
摘要: 目录概实验设置Evaluation MetricsMetric 的一致性不同的 metrics 导致的算法排名差异Sampled metricsSampled metrics 是否会导致和 full ranking 的 metrics 不同的评价数据集构建数据集的选择和预处理\(k\)-core f 阅读全文
posted @ 2024-05-07 10:43 馒头and花卷 阅读(90) 评论(0) 推荐(0)
摘要: 目录概主要内容数据集统计信息Top-N Recommendation ListRecommendation Accuracy理想的切分方式代码 Ji Y., Sun A., Zhang J. and Li C. A critical study on data leakage in recommen 阅读全文
posted @ 2024-05-05 17:09 馒头and花卷 阅读(43) 评论(0) 推荐(0)
摘要: 目录概实验设置实验Interaction-based LoyaltyActive Time Period based LoyaltyRecency代码 Ji Y., Sun A., Zhang J. and Li C. Do Loyal Users Enjoy Better Recommendati 阅读全文
posted @ 2024-05-04 11:17 馒头and花卷 阅读(15) 评论(0) 推荐(0)
摘要: 目录概MotivationAlterRec代码 Li J., Han H., Chen Z., Shomer H., Jin W., Javari A. and Tang J. Enhancing ID and text fusion via alternative training in sess 阅读全文
posted @ 2024-04-25 13:45 馒头and花卷 阅读(60) 评论(0) 推荐(0)
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