Methods › Computer Vision › Vision Transformers › CCT
Compact Convolutional Transformers
CCT
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Compact Convolutional Transformers utilize sequence pooling and replace the patch embedding with a convolutional embedding, allowing for better inductive bias and making positional embeddings optional. CCT achieves better accuracy than ViT-Lite (smaller ViTs) and increases the flexibility of the input parameters.
Papers archive 2025-07-28
30 shown of 33, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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SteelBlastQC: Shot-blasted Steel Surface Dataset with Interpretable Detection of Surface Defects 29 Apr 2025 · 1 repository · arXiv:2504.20510
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Enhanced Filterless Multi-Color VLC via QCT 13 Apr 2025 · 0 repositories · arXiv:2504.09743
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Fast Critical Clearing Time Calculation for Power Systems with Synchronous and Asynchronous Generation 15 Mar 2025 · 0 repositories · arXiv:2503.12132
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A Comparative Performance Analysis of Classification and Segmentation Models on Bangladeshi Pothole Dataset 11 Jan 2025 · 0 repositories · arXiv:2501.06602
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Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations 5 Dec 2024 · 1 repository · arXiv:2412.04034
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Aerial Flood Scene Classification Using Fine-Tuned Attention-based Architecture for Flood-Prone Countries in South Asia 31 Oct 2024 · 0 repositories · arXiv:2411.00169
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Autoregressive Action Sequence Learning for Robotic Manipulation 4 Oct 2024 · 1 repository · arXiv:2410.03132Syntology ran 13 of 14 samples · 1 unverified · 14 pointer-only (licence)
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Comparative Analysis of Learning-Based Methods for Transient Stability Assessment 3 Sep 2024 · 0 repositories · arXiv:2409.02336
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Rate-Distortion-Perception Controllable Joint Source-Channel Coding for High-Fidelity Generative Communications 26 Aug 2024 · 0 repositories · arXiv:2408.14127
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Code Comparison Tuning for Code Large Language Models 28 Mar 2024 · 0 repositories · arXiv:2403.19121
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Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery 12 Mar 2024 · 1 repository · arXiv:2403.07369Syntology ran 7 of 11 samples · 4 unverified · 11 pointer-only (licence)
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Multi-modal Deep Learning 6 Mar 2024 · 0 repositories · arXiv:2403.03385
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Harnessing Collective Intelligence Under a Lack of Cultural Consensus 18 Sep 2023 · 0 repositories · arXiv:2309.09787
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More for Less: Compact Convolutional Transformers Enable Robust Medical Image Classification with Limited Data 1 Jul 2023 · 0 repositories · arXiv:2307.00213
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Concept-Centric Transformers: Enhancing Model Interpretability through Object-Centric Concept Learning within a Shared Global Workspace 25 May 2023 · 2 repositories · arXiv:2305.15775
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CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search 19 May 2023 · 0 repositories · arXiv:2305.11626
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Vision-based Estimation of Fatigue and Engagement in Cognitive Training Sessions 24 Apr 2023 · 1 repository · arXiv:2304.12470
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Using SHAP Values and Machine Learning to Understand Trends in the Transient Stability Limit 13 Feb 2023 · 0 repositories · arXiv:2302.06274
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LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer Normalization 1 Jan 2023 · 1 repository
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Thermal Heating in ReRAM Crossbar Arrays: Challenges and Solutions 28 Dec 2022 · 0 repositories · arXiv:2212.13707
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Position Embedding Needs an Independent Layer Normalization 10 Dec 2022 · 1 repository · arXiv:2212.05262
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SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transformers 4 Nov 2022 · 1 repository · arXiv:2211.02366
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JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes 16 Jul 2022 · 1 repository · arXiv:2207.07895Syntology ran 1 of 2 samples · 1 unverified · 2 pointer-only (licence)
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Classical and learned MR to pseudo-CT mappings for accurate transcranial ultrasound simulation 30 Jun 2022 · 0 repositories · arXiv:2206.15441
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A Sparse Polynomial Chaos Expansion-Based Method for Probabilistic Transient Stability Assessment and Enhancement 9 Jun 2022 · 0 repositories · arXiv:2206.04244
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Synthesized Speech Detection Using Convolutional Transformer-Based Spectrogram Analysis 3 May 2022 · 0 repositories · arXiv:2205.01800
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Convolutional Xformers for Vision 25 Jan 2022 · 1 repository · arXiv:2201.10271
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GEOSCAN: Global Earth Observation using Swarm of Coordinated Autonomous Nanosats 27 Nov 2021 · 0 repositories · arXiv:2111.15627
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Integrating Fréchet distance and AI reveals the evolutionary trajectory and origin of SARS-CoV-2 14 Oct 2021 · 0 repositories · arXiv:2110.07696
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UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer 9 Sep 2021 · 3 repositories · arXiv:2109.04335Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
Tasks archive 2025-07-28
20 shown of 56 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections