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[2605.01625] PRIME: Protein Representation via Physics-Informed Multiscale Equivariant Hierarchies

enabling bidirectional information exchange via bottom-up aggregation and top-down contextual refinement. Experiments on standard protein representation learning benchmarks demonstrate strong and competitive performance across diverse tasks, with particularly notable gains on the Fold Classification benchmark, where PRIME outperforms th...

arxiv.org 5月2日

[2603.13728] Bodhi VLM: Privacy-Alignment Modeling for Hierarchical Visual Representations in Vision Backbones and VLM Encoders via Bottom-Up and Top-...

links sensitive concepts to layer-wise grouping via NCP and MDAV-based clustering; (2) locates sensitive feature regions using bottom-up (BUA) and top-down (TDA) strategies over multi-scale representations (e.g., feature pyramids or vision-encoder layers); and (3) uses an Expectation-Maximization Privacy Assessment (EMPA) module to produ...

arxiv.org 3月14日

[2605.02568] StreamIndex: Memory-Bounded Compressed Sparse Attention via Streaming Top-k

Jaber JaberOsama JaberView a PDF of the paper titled StreamIndex: Memory-Bounded Compressed Sparse Attention via Streaming Top-k, by Jaber Jaber and Osama Jaber View PDFHTML (experimental)Abstract:DeepSeek-V3.2 and V4 introduce Compressed Sparse Attention (CSA): a lightning indexer (a learned scoring projection over com...

arxiv.org 5月4日

[2604.15015] Production of doubly heavy quarkonium associated with two heavy quarks via top quark decays

View PDFHTML (experimental)Abstract:In this paper, we analyze the $1 \rightarrow 4$ decay channel for the production of doubly heavy quarkonium, $(b\bar{c})$ or $(c\bar{c})$, via top-quark decays, $t \to (b\bar{c}) + c + c + \bar{s}$ and $t \to (c\bar{c}) + b + c + \bar{s}$, within the framework of nonrelativistic QCD (NRQCD). The dominant contribu...

arxiv.org 4月16日

[2602.13515] SpargeAttention2: Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning

Top-k and Top-p, fail, and how can we avoid these failures? (2) why can trainable sparse attention reach higher sparsity than training-free methods? (3) what are the limitations of fine-tuning sparse attention using the diffusion loss, and how can we address them? Based on this analysis, we propose SpargeAttention2, a trainable sparse attention me...

arxiv.org 2月13日

[2507.03320] Constraining the CP4-invariant three-Higgs-doublet model via top quark decays

Duanyang ZhaoIgor P. IvanovView a PDF of the paper titled Constraining the CP4-invariant three-Higgs-doublet model via top quark decays, by Duanyang Zhao and 1 other authors View PDFHTML (experimental)Abstract:CP4 3HDM is a peculiar three-Higgs-doublet model in which a single symmetry leads to tight constraints on the scalar and Yuk...

arxiv.org 2025年7月4日

[2505.16328] Jet Substructure Probe on Scalar Leptoquark Models via Top Polarization

which differ in their electroweak quantum numbers and chiral structures of couplings to the top quark, leading to distinct top-quark polarization states. To enhance the efficacy of the analysis, we employ jet substructure techniques like Soft Drop, $N$-subjettiness, and our custom $b$-tagging method, along with other event variables. The analysis has ...

arxiv.org 2025年5月22日

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via. 双语例句

Giorgio Vallortigara and Stefano Ghirlanda of Stockholm University seem to have found the answer via mathematical models. 斯德哥尔摩大学的乔治·瓦洛蒂加拉和斯蒂法诺·葛兰达似乎通过数学模型找到了答案。 youdao Water leaves a lake via outflowing rivers, by soaking into the bed of the lake, and by evaporation. 水通过外流河、渗透进...

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Via浏览器官网 崇尚速度与简约的手机浏览器,Via官方网站

[2605.01625] PRIME: Protein Representation via Physics-Informed Multiscale Equivariant Hierarchies

[2603.13728] Bodhi VLM: Privacy-Alignment Modeling for Hierarchical Visual Representations in Vision Backbones and VLM Encoders via Bottom-Up and Top-...