Methods › General › Feedforward Networks › Position-Wise Feed-Forward Layer › Papers where code ran, page 1
Position-Wise Feed-Forward Layer
Papers archive 2025-07-28
archive papers tagged: 13,895 · with a code link: 6,514 · where Syntology ran a sample: 2,229 (1,902 with a run with no instrument failure, 327 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (2,229 of 13,895 tagged: 1,902 with a run with no instrument failure, 327 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 23: papers 1 to 100 of the 2,229 tagged papers where Syntology ran at least one harvested sample (1,902 with a run with no instrument failure, 327 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Mamba Knockout for Unraveling Factual Information Flow 30 May 2025 · 1 repository · arXiv:2505.24244Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers 29 May 2025 · 1 repository · arXiv:2505.23694Syntology official (archive's flag): 4 ran · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples)
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Update Your Transformer to the Latest Release: Re-Basin of Task Vectors 28 May 2025 · 1 repository · arXiv:2505.22697Syntology official (archive's flag): 1 ran · 5 ran (of which 1 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 3 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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HiDream-I1: A High-Efficient Image Generative Foundation Model with Sparse Diffusion Transformer 28 May 2025 · 2 repositories · arXiv:2505.22705Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View Synthesis 26 May 2025 · 1 repository · arXiv:2505.19813Syntology official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 6 where Syntology's instrument failed) · 9 unverified (of 24 harvested samples) · 24 pointer-only (licence)
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Multi-modal brain encoding models for multi-modal stimuli 26 May 2025 · 1 repository · arXiv:2505.20027Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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REARANK: Reasoning Re-ranking Agent via Reinforcement Learning 26 May 2025 · 1 repository · arXiv:2505.20046Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 18 harvested samples) · 4 pointer-only (licence)
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Grokking ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior 26 May 2025 · 1 repository · arXiv:2505.20076Syntology official (archive's flag): 3 ran · 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 5 harvested samples)
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Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention 23 May 2025 · 1 repository · arXiv:2505.17412Syntology 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples)
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Scalable Graph Generative Modeling via Substructure Sequences 22 May 2025 · 1 repository · arXiv:2505.16130Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning 22 May 2025 · 1 repository · arXiv:2505.16270Syntology official (archive's flag): 4 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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Do Language Models Use Their Depth Efficiently? 20 May 2025 · 1 repository · arXiv:2505.13898Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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CAD-Coder: An Open-Source Vision-Language Model for Computer-Aided Design Code Generation 20 May 2025 · 1 repository · arXiv:2505.14646Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Unpacking Positional Encoding in Transformers: A Spectral Analysis of Content-Position Coupling 19 May 2025 · 0 repositories · arXiv:2505.13027Syntology 6 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Multi-head Temporal Latent Attention 19 May 2025 · 1 repository · arXiv:2505.13544Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Relational Graph Transformer 16 May 2025 · 1 repository · arXiv:2505.10960Syntology official (archive's flag): 2 ran · 3 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling 16 May 2025 · 1 repository · arXiv:2505.11196Syntology official (archive's flag): 4 ran · 5 ran (of which 4 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 1 pointer-only (licence)
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SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and 𝒪(T) Complexity 15 May 2025 · 1 repository · arXiv:2505.10352Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Lost in Transmission: When and Why LLMs Fail to Reason Globally 13 May 2025 · 0 repositories · arXiv:2505.08140Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs 13 May 2025 · 1 repository · arXiv:2505.08200Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
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HealthBench: Evaluating Large Language Models Towards Improved Human Health 13 May 2025 · 1 repository · arXiv:2505.08775Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Low-Loss Space in Neural Networks is Continuous and Fully Connected 5 May 2025 · 0 repositories · arXiv:2505.02604Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples)
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Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play 5 May 2025 · 1 repository · arXiv:2505.02707Syntology official (archive's flag): 7 ran · 7 ran (of which 6 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
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Gateformer: Advancing Multivariate Time Series Forecasting through Temporal and Variate-Wise Attention with Gated Representations 1 May 2025 · 1 repository · arXiv:2505.00307Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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Quantum Doubly Stochastic Transformers 22 Apr 2025 · 0 repositories · arXiv:2504.16275Syntology 3 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale 19 Apr 2025 · 1 repository · arXiv:2504.14225Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Dense Backpropagation Improves Training for Sparse Mixture-of-Experts 16 Apr 2025 · 1 repository · arXiv:2504.12463Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Radiology with Zero-Shot Multi-Task Capability 10 Apr 2025 · 0 repositories · arXiv:2504.07416Syntology 5 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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RARE: Retrieval-Augmented Reasoning Modeling 30 Mar 2025 · 1 repository · arXiv:2503.23513Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples)
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Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration 26 Mar 2025 · 1 repository · arXiv:2503.20174Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Progressive Focused Transformer for Single Image Super-Resolution 26 Mar 2025 · 1 repository · arXiv:2503.20337Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 6 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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Dita: Scaling Diffusion Transformer for Generalist Vision-Language-Action Policy 25 Mar 2025 · 1 repository · arXiv:2503.19757Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking 24 Mar 2025 · 1 repository · arXiv:2503.18338Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Global-Local Tree Search in VLMs for 3D Indoor Scene Generation 24 Mar 2025 · 1 repository · arXiv:2503.18476Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Your ViT is Secretly an Image Segmentation Model 24 Mar 2025 · 1 repository · arXiv:2503.19108Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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Adaptive Rank Allocation: Speeding Up Modern Transformers with RaNA Adapters 23 Mar 2025 · 1 repository · arXiv:2503.18216Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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EMPLACE: Self-Supervised Urban Scene Change Detection 22 Mar 2025 · 1 repository · arXiv:2503.17716Syntology official (archive's flag): 4 ran · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 7 harvested samples) · 7 pointer-only (licence)
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When Words Outperform Vision: VLMs Can Self-Improve Via Text-Only Training For Human-Centered Decision Making 21 Mar 2025 · 0 repositories · arXiv:2503.16965Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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FP4DiT: Towards Effective Floating Point Quantization for Diffusion Transformers 19 Mar 2025 · 1 repository · arXiv:2503.15465Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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PENCIL: Long Thoughts with Short Memory 18 Mar 2025 · 1 repository · arXiv:2503.14337Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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TreeMeshGPT: Artistic Mesh Generation with Autoregressive Tree Sequencing 14 Mar 2025 · 1 repository · arXiv:2503.11629Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 6 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 2 pointer-only (licence)
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Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding 13 Mar 2025 · 0 repositories · arXiv:2503.10135Syntology 12 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples) · 8 pointer-only (licence)
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Radar: Fast Long-Context Decoding for Any Transformer 13 Mar 2025 · 1 repository · arXiv:2503.10571Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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A Frustratingly Simple Yet Highly Effective Attack Baseline: Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1 13 Mar 2025 · 1 repository · arXiv:2503.10635Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Language-Enhanced Representation Learning for Single-Cell Transcriptomics 12 Mar 2025 · 1 repository · arXiv:2503.09427Syntology official: no sample here; runs from other or unrecorded repositories · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder 12 Mar 2025 · 1 repository · arXiv:2503.09496Syntology official (archive's flag): 5 ran · 6 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents 12 Mar 2025 · 1 repository · arXiv:2503.09780Syntology official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration 10 Mar 2025 · 1 repository · arXiv:2503.06881Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 15 harvested samples) · 1 pointer-only (licence)
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VACE: All-in-One Video Creation and Editing 10 Mar 2025 · 2 repositories · arXiv:2503.07598Syntology 11 ran (of which 5 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 8 unverified (of 19 harvested samples)
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X2I: Seamless Integration of Multimodal Understanding into Diffusion Transformer via Attention Distillation 8 Mar 2025 · 1 repository · arXiv:2503.06134Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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All-atom Diffusion Transformers: Unified generative modelling of molecules and materials 5 Mar 2025 · 1 repository · arXiv:2503.03965Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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BHViT: Binarized Hybrid Vision Transformer 4 Mar 2025 · 1 repository · arXiv:2503.02394Syntology official (archive's flag): 16 ran · 16 ran (of which 13 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 1 where Syntology's instrument failed) · 13 unverified (of 29 harvested samples)
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Forgetting Transformer: Softmax Attention with a Forget Gate 3 Mar 2025 · 1 repository · arXiv:2503.02130Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples)
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Training-Free Dataset Pruning for Instance Segmentation 2 Mar 2025 · 1 repository · arXiv:2503.00828Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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FANformer: Improving Large Language Models Through Effective Periodicity Modeling 28 Feb 2025 · 1 repository · arXiv:2502.21309Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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A novel Fourier Adjacency Transformer for advanced EEG emotion recognition 28 Feb 2025 · 1 repository · arXiv:2503.13465Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples)
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CirT: Global Subseasonal-to-Seasonal Forecasting with Geometry-inspired Transformer 27 Feb 2025 · 1 repository · arXiv:2502.19750Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation 25 Feb 2025 · 1 repository · arXiv:2502.18364Syntology 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples)
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CipherPrune: Efficient and Scalable Private Transformer Inference 24 Feb 2025 · 1 repository · arXiv:2502.16782Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification 21 Feb 2025 · 1 repository · arXiv:2502.15637Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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MoM: Linear Sequence Modeling with Mixture-of-Memories 19 Feb 2025 · 2 repositories · arXiv:2502.13685Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples)
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Qwen2.5-VL Technical Report 19 Feb 2025 · 4 repositories · arXiv:2502.13923Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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DeepResonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning 18 Feb 2025 · 0 repositories · arXiv:2502.12623Syntology 7 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples)
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If Attention Serves as a Cognitive Model of Human Memory Retrieval, What is the Plausible Memory Representation? 17 Feb 2025 · 0 repositories · arXiv:2502.11469Syntology 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction 17 Feb 2025 · 1 repository · arXiv:2502.11663Syntology official (archive's flag): 3 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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X-IL: Exploring the Design Space of Imitation Learning Policies 17 Feb 2025 · 1 repository · arXiv:2502.12330Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Large Language Diffusion Models 14 Feb 2025 · 2 repositories · arXiv:2502.09992Syntology 6 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Biologically Plausible Brain Graph Transformer 13 Feb 2025 · 1 repository · arXiv:2502.08958Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human? 13 Feb 2025 · 1 repository · arXiv:2502.09416Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance 12 Feb 2025 · 1 repository · arXiv:2502.08127Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting 11 Feb 2025 · 1 repository · arXiv:2502.07244Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
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Auditing Prompt Caching in Language Model APIs 11 Feb 2025 · 1 repository · arXiv:2502.07776Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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DeepGate4: Efficient and Effective Representation Learning for Circuit Design at Scale 2 Feb 2025 · 1 repository · arXiv:2502.01681Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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SedarEval: Automated Evaluation using Self-Adaptive Rubrics 26 Jan 2025 · 1 repository · arXiv:2501.15595Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Quantized Spike-driven Transformer 23 Jan 2025 · 1 repository · arXiv:2501.13492Syntology official (archive's flag): 11 ran · 13 ran (of which 9 constructed an object rather than computing a result; 13 with no instrument failure: 2 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 12 unverified (of 25 harvested samples) · 25 pointer-only (licence)
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An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem 23 Jan 2025 · 1 repository · arXiv:2501.13767Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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FreEformer: Frequency Enhanced Transformer for Multivariate Time Series Forecasting 23 Jan 2025 · 1 repository · arXiv:2501.13989Syntology official (archive's flag): 7 ran · 7 ran (of which 7 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; every one of the 7 samples that ran constructed an object rather than computing a result (of 10 harvested samples) · 10 pointer-only (licence)
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Episodic Memories Generation and Evaluation Benchmark for Large Language Models 21 Jan 2025 · 1 repository · arXiv:2501.13121Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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PaSa: An LLM Agent for Comprehensive Academic Paper Search 17 Jan 2025 · 1 repository · arXiv:2501.10120Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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EdgeTAM: On-Device Track Anything Model 13 Jan 2025 · 1 repository · arXiv:2501.07256Syntology official: no sample here; runs from other or unrecorded repositories · 7 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 1 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
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Transforming Vision Transformer: Towards Efficient Multi-Task Asynchronous Learning 12 Jan 2025 · 1 repository · arXiv:2501.06884Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Tensor Product Attention Is All You Need 11 Jan 2025 · 1 repository · arXiv:2501.06425Syntology official (archive's flag): 5 ran · 8 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 1 violated, 2 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Ladder-residual: parallelism-aware architecture for accelerating large model inference with communication overlapping 11 Jan 2025 · 1 repository · arXiv:2501.06589Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Turning Logic Against Itself : Probing Model Defenses Through Contrastive Questions 3 Jan 2025 · 1 repository · arXiv:2501.01872Syntology official: no sample here; runs from other or unrecorded repositories · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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Long-range Brain Graph Transformer 2 Jan 2025 · 1 repository · arXiv:2501.01100Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Open-Sora: Democratizing Efficient Video Production for All 29 Dec 2024 · 2 repositories · arXiv:2412.20404Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Toward Adaptive Reasoning in Large Language Models with Thought Rollback 27 Dec 2024 · 1 repository · arXiv:2412.19707Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation 24 Dec 2024 · 1 repository · arXiv:2412.18597Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization through Spare-Coding Transformer 19 Dec 2024 · 1 repository · arXiv:2412.14598Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA 18 Dec 2024 · 1 repository · arXiv:2412.13716Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis 17 Dec 2024 · 1 repository · arXiv:2412.12886Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning 17 Dec 2024 · 1 repository · arXiv:2412.12953Syntology 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 3 pointer-only (licence)
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GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding 17 Dec 2024 · 1 repository · arXiv:2412.13193Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training 16 Dec 2024 · 2 repositories · arXiv:2412.11863Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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EDformer: Embedded Decomposition Transformer for Interpretable Multivariate Time Series Predictions 16 Dec 2024 · 1 repository · arXiv:2412.12227Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Byte Latent Transformer: Patches Scale Better Than Tokens 13 Dec 2024 · 1 repository · arXiv:2412.09871Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 0 honoured, 0 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 22 harvested samples) · 22 pointer-only (licence)
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Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective 13 Dec 2024 · 3 repositories · arXiv:2412.09972Syntology official (archive's flag): 3 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 1 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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Federated Foundation Models on Heterogeneous Time Series 12 Dec 2024 · 1 repository · arXiv:2412.08906Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Selective Visual Prompting in Vision Mamba 12 Dec 2024 · 1 repository · arXiv:2412.08947Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis 12 Dec 2024 · 0 repositories · arXiv:2412.09032Syntology 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples) · 11 pointer-only (licence)