| Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration |
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1 Oct 2024 |
official (archive's flag): 7 ran · 7 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; 1 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence) |
| Less is More: Fewer Interpretable Region via Submodular Subset Selection |
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14 Feb 2024 |
official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling |
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10 Oct 2023 |
official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 3 honoured, 0 violated, 5 with no contract checked; 5 where Syntology's instrument failed) · 4 unverified (8 pointer-only for licence) |
| Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces |
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18 May 2023 |
official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence) |
| Continuous-Time Functional Diffusion Processes |
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1 Mar 2023 |
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) · 0 unverified (3 pointer-only for licence) |
| Input Perturbation Reduces Exposure Bias in Diffusion Models |
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27 Jan 2023 |
official: harvested, nothing ran · 2 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; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model |
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1 Dec 2022 |
community repositories only · 16 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; 5 where Syntology's instrument failed) · 7 unverified (10 pointer-only for licence) |
| Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models |
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28 Nov 2022 |
official: no sample here; runs from other or unrecorded repositories · 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) · 0 unverified (2 pointer-only for licence) |
| Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure |
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13 Jun 2022 |
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 (1 pointer-only for licence) |
| Diffusion-GAN: Training GANs with Diffusion |
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5 Jun 2022 |
community repositories only · 15 ran (of which 1 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 9 where Syntology's instrument failed) · 3 unverified (8 pointer-only for licence) |
| Maximum Likelihood Training of Implicit Nonlinear Diffusion Models |
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27 May 2022 |
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) · 1 unverified (4 pointer-only for licence) |
| Pseudo Numerical Methods for Diffusion Models on Manifolds |
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20 Feb 2022 |
official (archive's flag): 2 ran · 10 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; 6 where Syntology's instrument failed) · 4 unverified (2 pointer-only for licence) |
| StyleSwin: Transformer-based GAN for High-resolution Image Generation |
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20 Dec 2021 |
official (archive's flag): 2 ran · 5 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; 5 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Improved Transformer for High-Resolution GANs |
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14 Jun 2021 |
official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified |
| Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation |
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10 Jun 2021 |
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) · 1 unverified (5 pointer-only for licence) |
| Score-based Generative Modeling in Latent Space |
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10 Jun 2021 |
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) · 3 unverified (5 pointer-only for licence) |
| Consistency Regularization for Variational Auto-Encoders |
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31 May 2021 |
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 |
| TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up |
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14 Feb 2021 |
official: no sample here; runs from other or unrecorded repositories · 8 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (7 pointer-only for licence) |
| Taming Transformers for High-Resolution Image Synthesis |
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17 Dec 2020 |
official (archive's flag): 2 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence) |
| NVAE: A Deep Hierarchical Variational Autoencoder |
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8 Jul 2020 |
official (archive's flag): 9 ran · 26 ran (of which 15 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 0 violated, 18 with no contract checked; 5 where Syntology's instrument failed) · 15 unverified (23 pointer-only for licence) |
| Probabilistic Autoencoder |
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9 Jun 2020 |
official (archive's flag): 6 ran · 7 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; 1 where Syntology's instrument failed) · 6 unverified |
| Adversarial Latent Autoencoders |
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9 Apr 2020 |
community repositories only · 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 |
| Augmented Normalizing Flows: Bridging the Gap Between Generative Flows and Latent Variable Models |
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17 Feb 2020 |
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 |
| Flow Contrastive Estimation of Energy-Based Models |
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2 Dec 2019 |
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 (1 pointer-only for licence) |
| Residual Flows for Invertible Generative Modeling |
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6 Jun 2019 |
community repositories only · 8 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; 4 where Syntology's instrument failed) · 0 unverified |
| Generative Latent Flow |
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24 May 2019 |
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) · 0 unverified (1 pointer-only for licence) |
| MaCow: Masked Convolutional Generative Flow |
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12 Feb 2019 |
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) · 0 unverified |
| Multi-Task Learning as Multi-Objective Optimization |
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10 Oct 2018 |
official (archive's flag): 10 ran · 17 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence) |
| Glow: Generative Flow with Invertible 1x1 Convolutions |
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9 Jul 2018 |
official (archive's flag): 8 ran · 85 ran (of which 47 constructed an object rather than computing a result; 73 with no instrument failure: 3 honoured, 0 violated, 70 with no contract checked; 12 where Syntology's instrument failed) · 44 unverified (44 pointer-only for licence) |
| RISE: Randomized Input Sampling for Explanation of Black-box Models |
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19 Jun 2018 |
community repositories only · 32 ran (of which 0 constructed an object rather than computing a result; 32 with no instrument failure: 1 honoured, 0 violated, 31 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (10 pointer-only for licence) |
| A Unified Approach to Interpreting Model Predictions |
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22 May 2017 |
3 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (6 pointer-only for licence) |
| Axiomatic Attribution for Deep Networks |
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4 Mar 2017 |
official (archive's flag): 1 ran · 36 ran (of which 13 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 1 violated, 17 with no contract checked; 15 where Syntology's instrument failed) · 20 unverified (17 pointer-only for licence) |
| Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization |
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7 Oct 2016 |
community repositories only · 90 ran (of which 32 constructed an object rather than computing a result; 65 with no instrument failure: 5 honoured, 4 violated, 56 with no contract checked; 25 where Syntology's instrument failed) · 51 unverified (69 pointer-only for licence) |
| "Why Should I Trust You?": Explaining the Predictions of Any Classifier |
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16 Feb 2016 |
official (archive's flag): 1 ran · 13 ran (of which 4 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified |
| Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps |
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20 Dec 2013 |
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 (1 pointer-only for licence) |