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| <h1 class="title is-1 publication-title">DeepSeek Papers</h1> | |
| <h2 class="subtitle is-3">Advancing Deep Learning Research</h2> | |
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| <!-- Native Sparse Attention --> | |
| <div class="card paper-card"> | |
| <div class="card-content"> | |
| <h3 class="title is-4"> | |
| <a href="https://arxiv.org/abs/2502.11089">Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention</a> | |
| <span class="coming-soon-badge">Deep Dive Coming Soon</span> | |
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| <p class="paper-description"> | |
| Advanced approach to sparse attention optimization with hardware-aligned implementation. | |
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| <!-- DeepSeek-Applications --> | |
| <div class="card paper-card"> | |
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| <h3 class="title is-4"> | |
| <a href="https://arxiv.org/abs/2001.00130">DeepSeek-Applications: Real-World Applications of Deep Learning in Protein Function Prediction</a> | |
| <span class="coming-soon-badge">Deep Dive Coming Soon</span> | |
| </h3> | |
| <p class="paper-description"> | |
| Practical applications and implementation strategies for protein function prediction. | |
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| <!-- DeepSeek-Interaction --> | |
| <div class="card paper-card"> | |
| <div class="card-content"> | |
| <h3 class="title is-4"> | |
| <a href="https://arxiv.org/abs/2001.00129">DeepSeek-Interaction: Predicting Protein-Protein Interactions Using Deep Learning Approaches</a> | |
| <span class="coming-soon-badge">Deep Dive Coming Soon</span> | |
| </h3> | |
| <p class="paper-description"> | |
| Novel approaches to understanding and predicting protein-protein interactions. | |
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| <!-- DeepSeek-Structure --> | |
| <div class="card paper-card"> | |
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| <h3 class="title is-4"> | |
| <a href="https://arxiv.org/abs/2001.00128">DeepSeek-Structure: Integrating Structural Information for Protein Function Prediction</a> | |
| <span class="coming-soon-badge">Deep Dive Coming Soon</span> | |
| </h3> | |
| <p class="paper-description"> | |
| Integration of structural data into protein function prediction models. | |
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| <!-- DeepSeek-Protein --> | |
| <div class="card paper-card"> | |
| <div class="card-content"> | |
| <h3 class="title is-4"> | |
| <a href="https://arxiv.org/abs/2001.00127">DeepSeek-Protein: A Comprehensive Framework for Protein Function Annotation</a> | |
| <span class="coming-soon-badge">Deep Dive Coming Soon</span> | |
| </h3> | |
| <p class="paper-description"> | |
| Comprehensive framework for automated protein function annotation. | |
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| <!-- DeepSeek-V3 --> | |
| <div class="card paper-card"> | |
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| <h3 class="title is-4"> | |
| <a href="https://arxiv.org/abs/2001.00126">DeepSeek-V3: Enhancing Protein Function Predictions with Advanced Neural Architectures</a> | |
| <span class="coming-soon-badge">Deep Dive Coming Soon</span> | |
| </h3> | |
| <p class="paper-description"> | |
| Advanced neural architectures for improved protein function prediction. | |
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| </div> | |
| <!-- DeepSeek-R1 --> | |
| <div class="card paper-card"> | |
| <div class="card-content"> | |
| <h3 class="title is-4"> | |
| <a href="https://arxiv.org/abs/2001.00125">DeepSeek-R1: A Robust Framework for Protein Function Prediction</a> | |
| <span class="coming-soon-badge">Deep Dive Coming Soon</span> | |
| </h3> | |
| <p class="paper-description"> | |
| Robust framework designed for reliable protein function prediction. | |
| </p> | |
| </div> | |
| </div> | |
| <!-- DeepSeek-V2 --> | |
| <div class="card paper-card"> | |
| <div class="card-content"> | |
| <h3 class="title is-4"> | |
| <a href="https://arxiv.org/abs/2001.00124">DeepSeek-V2: Improved Protein Function Prediction Using Deep Learning</a> | |
| <span class="coming-soon-badge">Deep Dive Coming Soon</span> | |
| </h3> | |
| <p class="paper-description"> | |
| Enhanced methods for protein function prediction using advanced deep learning techniques. | |
| </p> | |
| </div> | |
| </div> | |
| <!-- DeepSeek --> | |
| <div class="card paper-card"> | |
| <div class="card-content"> | |
| <h3 class="title is-4"> | |
| <a href="https://arxiv.org/abs/2001.00123">DeepSeek: A Deep Learning Framework for Sequence-Based Protein Function Prediction</a> | |
| <span class="coming-soon-badge">Deep Dive Coming Soon</span> | |
| </h3> | |
| <p class="paper-description"> | |
| Foundational framework for sequence-based protein function prediction. | |
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