Methods › General › Semi-Supervised Learning Methods › Transductive Inference

Transductive Inference

33 papers tagged archive 2025-07-28

Introduced by Olivier Chapelle et al. in Transductive Inference and Semi-Supervised Learning

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

The archive carries no description for this method.

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.

• Generate, Transduct, Adapt: Iterative Transduction with VLMs
  10 Jan 2025 · 0 repositories · arXiv:2501.06031
• EOL: Transductive Few-Shot Open-Set Recognition by Enhancing Outlier Logits
  4 Aug 2024 · 1 repository · arXiv:2408.02052
• B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
  8 Jul 2024 · 0 repositories · arXiv:2407.06324
• Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference
  31 May 2024 · 0 repositories · arXiv:2405.20829
• Experimental Design for Active Transductive Inference in Large Language Models
  12 Apr 2024 · 0 repositories · arXiv:2404.08846
• Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation
  8 Apr 2024 · 1 repository · arXiv:2404.05111
• Transductive Reward Inference on Graph
  6 Feb 2024 · 0 repositories · arXiv:2402.03661
• Transductive Zero-Shot and Few-Shot CLIP
  1 Jan 2024 · 1 repository
• Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation
  15 Nov 2023 · 0 repositories · arXiv:2311.08774
• Adaptive Anchor Label Propagation for Transductive Few-Shot Learning
  30 Oct 2023 · 1 repository · arXiv:2310.19996
• Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models
  21 Oct 2023 · 0 repositories · arXiv:2310.13998
• Learning for Transductive Threshold Calibration in Open-World Recognition
  19 May 2023 · 0 repositories · arXiv:2305.12039
• GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis
  17 Feb 2023 · 0 repositories · arXiv:2302.08722
• Segment-level Metric Learning for Few-shot Bioacoustic Event Detection
  15 Jul 2022 · 1 repository · arXiv:2207.07773
• Summarizing Videos using Concentrated Attention and Considering the Uniqueness and Diversity of the Video Frames
  29 Jun 2022 · 1 repository
• Uncertainty-based Network for Few-shot Image Classification
  17 May 2022 · 0 repositories · arXiv:2205.08157
• Temporal Transductive Inference for Few-Shot Video Object Segmentation
  27 Mar 2022 · 1 repository · arXiv:2203.14308
• Dual Path Structural Contrastive Embeddings for Learning Novel Objects
  23 Dec 2021 · 0 repositories · arXiv:2112.12359
• Mutual-Information Based Few-Shot Classification
  23 Jun 2021 · 3 repositories · arXiv:2106.12252
• Meta-Learned Confidence for Transductive Few-shot Learning
  1 Jan 2021 · 0 repositories
• Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?
  11 Dec 2020 · 2 repositories · arXiv:2012.06166
• Information Maximization for Few-Shot Learning
  1 Dec 2020 · 1 repository
• Efficient Balanced Treatment Assignments for Experimentation
  21 Oct 2020 · 1 repository · arXiv:2010.11332
  Syntology ran 2 of 2 samples · 0 unverified
• Laplacian Regularized Few-Shot Learning
  29 Jun 2020 · 2 repositories
• Laplacian Regularized Few-Shot Learning
  28 Jun 2020 · 2 repositories · arXiv:2006.15486
  Syntology ran 5 of 12 samples · 7 unverified · 7 pointer-only (licence)
• Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction
  11 Jun 2020 · 1 repository · arXiv:2006.06648
  Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
• Meta-Learned Confidence for Few-shot Learning
  27 Feb 2020 · 1 repository · arXiv:2002.12017
• Cross Attention Network for Few-shot Classification
  17 Oct 2019 · 1 repository · arXiv:1910.07677
• Progressive Cluster Purification for Transductive Few-shot Learning
  10 Jun 2019 · 0 repositories · arXiv:1906.03847
• Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning
  25 May 2018 · 2 repositories · arXiv:1805.10002

Tasks archive 2025-07-28

20 shown of 50 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

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