Methods › Computer Vision › Image Models › DeiT

Data-efficient Image Transformer

DeiT

93 papers tagged archive 2025-07-28

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 93, 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.

• DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Transformer and Mamba
  12 Jun 2025 · 1 repository · arXiv:2506.10390
• Is Attention Required for Transformer Inference? Explore Function-preserving Attention Replacement
  24 May 2025 · 0 repositories · arXiv:2505.21535
• Deep learning-based identification of precipitation clouds from all-sky camera data for observatory safety
  24 Mar 2025 · 0 repositories · arXiv:2503.18670
• CAE-Net: Generalized Deepfake Image Detection using Convolution and Attention Mechanisms with Spatial and Frequency Domain Features
  15 Feb 2025 · 0 repositories · arXiv:2502.10682
• Mix-QViT: Mixed-Precision Vision Transformer Quantization Driven by Layer Importance and Quantization Sensitivity
  10 Jan 2025 · 0 repositories · arXiv:2501.06357
• Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency
  1 Jan 2025 · 0 repositories
• Training Noise Token Pruning
  27 Nov 2024 · 1 repository · arXiv:2411.18092
• Scalable iterative pruning of large language and vision models using block coordinate descent
  26 Nov 2024 · 0 repositories · arXiv:2411.17796
• PQV-Mobile: A Combined Pruning and Quantization Toolkit to Optimize Vision Transformers for Mobile Applications
  15 Aug 2024 · 1 repository · arXiv:2408.08437
• Mixed Non-linear Quantization for Vision Transformers
  26 Jul 2024 · 1 repository · arXiv:2407.18437
• Knowledge distillation to effectively attain both region-of-interest and global semantics from an image where multiple objects appear
  11 Jul 2024 · 1 repository · arXiv:2407.08257
• Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos
  8 Jul 2024 · 1 repository · arXiv:2407.06018
• Predicting Depression and Anxiety Risk in Dutch Neighborhoods from Street-View Images
  27 Jun 2024 · 0 repositories · arXiv:2407.09547
• LieRE: Generalizing Rotary Position Encodings
  14 Jun 2024 · 1 repository · arXiv:2406.10322
  Syntology ran 1 of 3 samples · 2 unverified
• Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
  3 Jun 2024 · 1 repository · arXiv:2406.01583
  Syntology ran 10 of 13 samples · 3 unverified · 13 pointer-only (licence)
• A General and Efficient Training for Transformer via Token Expansion
  31 Mar 2024 · 1 repository · arXiv:2404.00672
  Syntology ran 7 of 8 samples · 1 unverified
• Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers
  15 Mar 2024 · 1 repository · arXiv:2403.10030
  Syntology ran 3 of 5 samples · 2 unverified
• MPTQ-ViT: Mixed-Precision Post-Training Quantization for Vision Transformer
  26 Jan 2024 · 0 repositories · arXiv:2401.14895
• Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR
  23 Jan 2024 · 0 repositories · arXiv:2401.12513
• LRP-QViT: Mixed-Precision Vision Transformer Quantization via Layer-wise Relevance Propagation
  20 Jan 2024 · 0 repositories · arXiv:2401.11243
• Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
  17 Jan 2024 · 15 repositories · arXiv:2401.09417
  Syntology ran 2 of 13 samples · 11 unverified · 1 pointer-only (licence)
• TPC-ViT: Token Propagation Controller for Efficient Vision Transformer
  3 Jan 2024 · 0 repositories · arXiv:2401.01470
• ROI-Aware Multiscale Cross-Attention Vision Transformer for Pest Image Identification
  28 Dec 2023 · 0 repositories · arXiv:2312.16914
• Bridging The Gaps Between Token Pruning and Full Pre-training via Masked Fine-tuning
  26 Oct 2023 · 0 repositories · arXiv:2310.17177
• USDC: Unified Static and Dynamic Compression for Visual Transformer
  17 Oct 2023 · 0 repositories · arXiv:2310.11117
• Accelerating Vision Transformers Based on Heterogeneous Attention Patterns
  11 Oct 2023 · 0 repositories · arXiv:2310.07664
• EWasteNet: A Two-Stream Data Efficient Image Transformer Approach for E-Waste Classification
  28 Sep 2023 · 0 repositories · arXiv:2311.12823
• Multi-Dimensional Hyena for Spatial Inductive Bias
  24 Sep 2023 · 0 repositories · arXiv:2309.13600
• Weight Averaging Improves Knowledge Distillation under Domain Shift
  20 Sep 2023 · 1 repository · arXiv:2309.11446
• Tuning Pre-trained Model via Moment Probing
  21 Jul 2023 · 1 repository · arXiv:2307.11342
  Syntology ran 8 of 13 samples · 5 unverified · 13 pointer-only (licence)

Tasks archive 2025-07-28

20 shown of 78 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