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Simplifying Graph Convolutional Networks · claim-citation-setup, claim-table2-citeseer, claim-table2-cora, claim-table2-pubmed · 4

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Auto-Encoding Variational Bayes · claim-004 · L4

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Auto-Encoding Variational Bayes · claim-004 · L4

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Auto-Encoding Variational Bayes · claim-010, claim-011, claim-012 · L4

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Auto-Encoding Variational Bayes · claim-010, claim-011, claim-012 · L4

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Auto-Encoding Variational Bayes · claim-002 · L4

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Auto-Encoding Variational Bayes · claim-012 · L4

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Auto-Encoding Variational Bayes · claim-002 · L4

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When Tool Calls Succeed but Workflows Fail: Anomalies at the Agent–Tool Boundary · claim-census-sampling · 4

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FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning · fig7a · L4

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FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning · finding-001 · L4

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Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking · c11-modular-multiplication-efficiency · L4

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Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking · c10-modular-addition-efficiency · L4

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Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking · c12-sparse-parity-efficiency · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-ssd-speed · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-ssd-speed · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-systems-parallelism · 4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-hybrid-h3-130m · 32

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-mamba-130m · 32

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-pythia-160m · 32

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-mamba2-130m · 32

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-hybrid-h3-360m · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-pythia-410m · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-mamba-370m · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-mamba2-370m · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-pythia-1b · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-mamba-790m · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-mamba2-780m · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-opt-1-3b · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-pythia-1-4b · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-rwkv4-1-5b · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-mamba-1-4b · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-table10-gpt-neo-2-7b · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim_downstream_zero_shot · L4

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Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall · claim_fig8_asymmetric_supervision_stages · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-downstream-zeroshot-mamba2-130m · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-ssd-speedup-over-scan · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-downstream-zeroshot-mamba2-130m · L4

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Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality · claim-ssd-speedup-over-scan · L4

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LongPIBench: A Long-Context Benchmark for Prompt Injection · claim-heuristic-attacks-effective · L4

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