Methods › General › Representation Learning › MIM › Papers, page 2
Mutual Information Machine/Mask Image Modeling
MIM
Papers archive 2025-07-28
archive papers tagged: 150 · with a code link: 88 · where Syntology ran a sample: 31 (31 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (31 of 150 tagged: 31 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)
Page 2 of 2: papers 101 to 150 of 150, newest first by the archive's date (ties by slug), in archive order.
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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Remote Sensing Scene Classification with Masked Image Modeling (MIM) 28 Feb 2023 · 0 repositories · arXiv:2302.14256
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Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations 27 Feb 2023 · 1 repository · arXiv:2302.14138Syntology official (archive's flag): 5 ran · 6 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; 4 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing 17 Feb 2023 · 0 repositories · arXiv:2302.08674
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RILS: Masked Visual Reconstruction in Language Semantic Space 17 Jan 2023 · 1 repository · arXiv:2301.06958Syntology official (archive's flag): 1 ran · 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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TinyMIM: An Empirical Study of Distilling MIM Pre-trained Models 3 Jan 2023 · 2 repositories · arXiv:2301.01296Syntology official (archive's flag): 2 ran · 8 ran (of which 5 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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Improving CLIP Fine-tuning Performance 1 Jan 2023 · 1 repository
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MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics 1 Jan 2023 · 0 repositories
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Non-Semantics Suppressed Mask Learning for Unsupervised Video Semantic Compression 1 Jan 2023 · 1 repository
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Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling 31 Dec 2022 · 1 repository · arXiv:2301.00230
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3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI 29 Dec 2022 · 0 repositories · arXiv:2212.14267
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How to Choose the Best CMOS Technology for Your Application 22 Dec 2022 · 0 repositories · arXiv:2212.11587
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FastMIM: Expediting Masked Image Modeling Pre-training for Vision 13 Dec 2022 · 1 repository · arXiv:2212.06593
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Exploring the Coordination of Frequency and Attention in Masked Image Modeling 28 Nov 2022 · 1 repository · arXiv:2211.15362
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Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token Migration 23 Nov 2022 · 1 repository · arXiv:2211.12735
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Self-Supervised Learning based on Heat Equation 23 Nov 2022 · 0 repositories · arXiv:2211.13228
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CAE v2: Context Autoencoder with CLIP Target 17 Nov 2022 · 0 repositories · arXiv:2211.09799
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Stare at What You See: Masked Image Modeling without Reconstruction 16 Nov 2022 · 0 repositories · arXiv:2211.08887
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The Missing Indicator Method: From Low to High Dimensions 16 Nov 2022 · 1 repository · arXiv:2211.09259Syntology official (archive's flag): 5 ran · 5 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; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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RGMIM: Region-Guided Masked Image Modeling for Learning Meaningful Representations from X-Ray Images 1 Nov 2022 · 0 repositories · arXiv:2211.00313
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Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future 23 Oct 2022 · 0 repositories · arXiv:2210.13463
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MixMask: Revisiting Masking Strategy for Siamese ConvNets 20 Oct 2022 · 1 repository · arXiv:2210.11456
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CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion 19 Oct 2022 · 1 repository · arXiv:2210.10716Syntology official (archive's flag): 12 ran · 12 ran (of which 7 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) · 15 pointer-only (licence)
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Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders 5 Oct 2022 · 1 repository · arXiv:2210.02077
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Image Masking for Robust Self-Supervised Monocular Depth Estimation 5 Oct 2022 · 1 repository · arXiv:2210.02357Syntology official: no sample here; runs from other or unrecorded repositories · 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Backdoor Attacks in the Supply Chain of Masked Image Modeling 4 Oct 2022 · 0 repositories · arXiv:2210.01632
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MimCo: Masked Image Modeling Pre-training with Contrastive Teacher 7 Sep 2022 · 0 repositories · arXiv:2209.03063
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A Deep Learning Approach Using Masked Image Modeling for Reconstruction of Undersampled K-spaces 24 Aug 2022 · 1 repository · arXiv:2208.11472
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BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers 12 Aug 2022 · 3 repositories · arXiv:2208.06366
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Understanding Masked Image Modeling via Learning Occlusion Invariant Feature 8 Aug 2022 · 0 repositories · arXiv:2208.04164
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Contrastive Masked Autoencoders are Stronger Vision Learners 27 Jul 2022 · 1 repository · arXiv:2207.13532
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MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning 7 Jun 2022 · 1 repository · arXiv:2206.03010
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Siamese Image Modeling for Self-Supervised Vision Representation Learning 2 Jun 2022 · 2 repositories · arXiv:2206.01204Syntology community repositories only · 3 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; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
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HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling 30 May 2022 · 1 repository · arXiv:2205.14949
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Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN 27 May 2022 · 3 repositories · arXiv:2205.13943
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Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation 27 May 2022 · 1 repository · arXiv:2205.14141Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Green Hierarchical Vision Transformer for Masked Image Modeling 26 May 2022 · 1 repository · arXiv:2205.13515Syntology official (archive's flag): 4 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) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers 26 May 2022 · 1 repository · arXiv:2205.13137
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PixelGame: Infrared small target segmentation as a Nash equilibrium 26 May 2022 · 0 repositories · arXiv:2205.13124
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Revealing the Dark Secrets of Masked Image Modeling 26 May 2022 · 1 repository · arXiv:2205.13543Syntology 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, 1 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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Improvements to Self-Supervised Representation Learning for Masked Image Modeling 21 May 2022 · 0 repositories · arXiv:2205.10546
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Masked Image Modeling with Denoising Contrast 19 May 2022 · 1 repository · arXiv:2205.09616Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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A Hybrid Defense Method against Adversarial Attacks on Traffic Sign Classifiers in Autonomous Vehicles 25 Apr 2022 · 0 repositories · arXiv:2205.01225
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Masked Image Modeling Advances 3D Medical Image Analysis 25 Apr 2022 · 0 repositories · arXiv:2204.11716
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Neural Bayes: A Generic Parameterization Method for Unsupervised Learning 1 Jan 2021 · 0 repositories
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Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization 30 Oct 2020 · 1 repository · arXiv:2010.16088
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S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization 18 Aug 2020 · 2 repositories · arXiv:2008.07873
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MIM-Based GAN: Information Metric to Amplify Small Probability Events Importance in Generative Adversarial Networks 25 Mar 2020 · 0 repositories · arXiv:2003.11285
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Neural Bayes: A Generic Parameterization Method for Unsupervised Representation Learning 20 Feb 2020 · 1 repository · arXiv:2002.09046
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SentenceMIM: A Latent Variable Language Model 18 Feb 2020 · 1 repository · arXiv:2003.02645Syntology 8 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; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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MIM: Mutual Information Machine 8 Oct 2019 · 1 repository · arXiv:1910.03175