| GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation |
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11 Apr 2025 |
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| Exploring a Principled Framework for Deep Subspace Clustering |
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21 Mar 2025 |
official (archive's flag): 3 ran · 4 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence) |
| Taming Scalable Visual Tokenizer for Autoregressive Image Generation |
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3 Dec 2024 |
official: no sample here; runs from other or unrecorded repositories · 13 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 1 violated, 6 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (7 pointer-only for licence) |
| On the Performance Analysis of Momentum Method: A Frequency Domain Perspective |
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29 Nov 2024 |
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 |
| Multimodal Autoregressive Pre-training of Large Vision Encoders |
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21 Nov 2024 |
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) |
| Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective |
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16 Oct 2024 |
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) · 2 unverified |
| MaskBit: Embedding-free Image Generation via Bit Tokens |
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24 Sep 2024 |
official (archive's flag): 8 ran · 8 ran (of which 1 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| Kolmogorov-Arnold Transformer |
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16 Sep 2024 |
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) · 1 unverified |
| Open-MAGVIT2: An Open-Source Project Toward Democratizing Auto-regressive Visual Generation |
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6 Sep 2024 |
official (archive's flag): 2 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications |
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7 Aug 2024 |
official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems |
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23 Jul 2024 |
official (archive's flag): 17 ran · 22 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 2 honoured, 0 violated, 12 with no contract checked; 8 where Syntology's instrument failed) · 5 unverified (17 pointer-only for licence) |
| MambaVision: A Hybrid Mamba-Transformer Vision Backbone |
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10 Jul 2024 |
official (archive's flag): 3 ran · 4 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; 1 where Syntology's instrument failed) · 4 unverified (6 pointer-only for licence) |
| A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling |
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2 Jul 2024 |
official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 2 unverified (8 pointer-only for licence) |
| Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99% |
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17 Jun 2024 |
official (archive's flag): 1 ran · 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) |
| Let Go of Your Labels with Unsupervised Transfer |
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11 Jun 2024 |
official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (4 pointer-only for licence) |
| iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval |
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5 May 2024 |
official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (4 pointer-only for licence) |
| GhostNetV3: Exploring the Training Strategies for Compact Models |
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17 Apr 2024 |
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 |
| MobileNetV4 -- Universal Models for the Mobile Ecosystem |
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16 Apr 2024 |
community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 3 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| Label Propagation for Zero-shot Classification with Vision-Language Models |
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5 Apr 2024 |
official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 1 unverified |
| Prompt Learning via Meta-Regularization |
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1 Apr 2024 |
official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence) |
| DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs |
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28 Mar 2024 |
official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| LiFT: A Surprisingly Simple Lightweight Feature Transform for Dense ViT Descriptors |
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21 Mar 2024 |
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 |
| FeatUp: A Model-Agnostic Framework for Features at Any Resolution |
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15 Mar 2024 |
official (archive's flag): 3 ran · 4 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified |
| VₖD: Improving Knowledge Distillation using Orthogonal Projections |
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10 Mar 2024 |
official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 1 unverified (5 pointer-only for licence) |
| Knowledge Distillation Based on Transformed Teacher Matching |
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17 Feb 2024 |
official (archive's flag): 5 ran · 5 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; 3 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence) |
| ReViT: Enhancing Vision Transformers Feature Diversity with Attention Residual Connections |
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17 Feb 2024 |
official (archive's flag): 22 ran · 22 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 0 honoured, 0 violated, 20 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence) |
| MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations |
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15 Feb 2024 |
official (archive's flag): 1 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 |
| Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy |
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11 Feb 2024 |
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) · 0 unverified |
| EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters |
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6 Feb 2024 |
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) · 4 unverified (4 pointer-only for licence) |
| InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks |
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21 Dec 2023 |
community repositories only · 2 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; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (2 pointer-only for licence) |
| Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models |
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11 Dec 2023 |
official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 3 unverified (5 pointer-only for licence) |
| Graph Convolutions Enrich the Self-Attention in Transformers! |
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7 Dec 2023 |
official (archive's flag): 6 ran · 22 ran (of which 0 constructed an object rather than computing a result; 21 with no instrument failure: 2 honoured, 2 violated, 17 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (10 pointer-only for licence) |
| Language-only Efficient Training of Zero-shot Composed Image Retrieval |
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4 Dec 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: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (8 pointer-only for licence) |
| Meta Co-Training: Two Views are Better than One |
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29 Nov 2023 |
official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence) |
| Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models |
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28 Nov 2023 |
official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| TransNeXt: Robust Foveal Visual Perception for Vision Transformers |
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28 Nov 2023 |
official (archive's flag): 2 ran · 5 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; 3 where Syntology's instrument failed) · 0 unverified |
| UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition |
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27 Nov 2023 |
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) · 1 unverified |
| Stable Cluster Discrimination for Deep Clustering |
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24 Nov 2023 |
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) · 0 unverified; the one sample that ran constructed an object rather than computing a result |
| GTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation |
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6 Nov 2023 |
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) · 1 unverified |
| Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models |
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2 Nov 2023 |
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) · 0 unverified; the one sample that ran constructed an object rather than computing a result |
| Image Clustering with External Guidance |
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18 Oct 2023 |
official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 3 unverified (9 pointer-only for licence) |
| SemiReward: A General Reward Model for Semi-supervised Learning |
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4 Oct 2023 |
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) · 1 unverified (1 pointer-only for licence) |
| Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval |
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28 Sep 2023 |
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 |
| Vision Transformers Need Registers |
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28 Sep 2023 |
official (archive's flag): 3 ran · 15 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 1 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (2 pointer-only for licence) |
| DePT: Decoupled Prompt Tuning |
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14 Sep 2023 |
official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 4 unverified (8 pointer-only for licence) |
| DAT++: Spatially Dynamic Vision Transformer with Deformable Attention |
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4 Sep 2023 |
official (archive's flag): 8 ran · 8 ran (of which 0 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) · 2 unverified (6 pointer-only for licence) |
| Read-only Prompt Optimization for Vision-Language Few-shot Learning |
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29 Aug 2023 |
official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| Learning to Upsample by Learning to Sample |
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29 Aug 2023 |
official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified |
| Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers |
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18 Aug 2023 |
official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Gated Attention Coding for Training High-performance and Efficient Spiking Neural Networks |
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12 Aug 2023 |
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) · 5 unverified (12 pointer-only for licence) |
| Generative Prompt Model for Weakly Supervised Object Localization |
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19 Jul 2023 |
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) · 0 unverified; the one sample that ran constructed an object rather than computing a result |
| Self-regulating Prompts: Foundational Model Adaptation without Forgetting |
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13 Jul 2023 |
official (archive's flag): 4 ran · 17 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 4 where Syntology's instrument failed) · 4 unverified (3 pointer-only for licence) |
| FasterViT: Fast Vision Transformers with Hierarchical Attention |
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9 Jun 2023 |
official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 5 unverified (9 pointer-only for licence) |
| Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles |
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1 Jun 2023 |
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, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified |
| Consistency-guided Prompt Learning for Vision-Language Models |
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1 Jun 2023 |
official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence) |
| Matrix Information Theory for Self-Supervised Learning |
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27 May 2023 |
official (archive's flag): 3 ran · 5 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; 4 where Syntology's instrument failed) · 0 unverified (5 pointer-only for licence) |
| Improving Knowledge Distillation via Regularizing Feature Norm and Direction |
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26 May 2023 |
official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities |
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18 May 2023 |
official (archive's flag): 5 ran · 5 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence) |
| MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer |
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24 Apr 2023 |
official (archive's flag): 16 ran · 16 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; 7 where Syntology's instrument failed) · 2 unverified (8 pointer-only for licence) |
| DINOv2: Learning Robust Visual Features without Supervision |
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14 Apr 2023 |
community repositories only · 39 ran (of which 13 constructed an object rather than computing a result; 35 with no instrument failure: 2 honoured, 0 violated, 33 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (12 pointer-only for licence) |
| Unicom: Universal and Compact Representation Learning for Image Retrieval |
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12 Apr 2023 |
official: no sample here; runs from other or unrecorded repositories · 3 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; 2 where Syntology's instrument failed) · 3 unverified (6 pointer-only for licence) |
| Exploring the Limits of Deep Image Clustering using Pretrained Models |
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31 Mar 2023 |
official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 0 unverified |
| Your Diffusion Model is Secretly a Zero-Shot Classifier |
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28 Mar 2023 |
official (archive's flag): 1 ran · 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 (1 pointer-only for licence) |
| EVA-CLIP: Improved Training Techniques for CLIP at Scale |
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27 Mar 2023 |
community repositories only · 1 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; 0 where Syntology's instrument failed) · 3 unverified |
| FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization |
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24 Mar 2023 |
community repositories only · 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) · 4 unverified; the one sample that ran constructed an object rather than computing a result (5 pointer-only for licence) |
| BiFormer: Vision Transformer with Bi-Level Routing Attention |
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15 Mar 2023 |
official (archive's flag): 4 ran · 6 ran (of which 5 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified |
| Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval |
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6 Feb 2023 |
official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified |
| Learning Customized Visual Models with Retrieval-Augmented Knowledge |
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17 Jan 2023 |
official (archive's flag): 9 ran · 9 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; 4 where Syntology's instrument failed) · 8 unverified (8 pointer-only for licence) |
| Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling |
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9 Jan 2023 |
official (archive's flag): 9 ran · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| Reversible Column Networks |
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22 Dec 2022 |
official (archive's flag): 8 ran · 8 ran (of which 8 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified; every one of the 8 samples that ran constructed an object rather than computing a result |
| Reproducible scaling laws for contrastive language-image learning |
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14 Dec 2022 |
community repositories only · 3 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; 2 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language |
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14 Dec 2022 |
community repositories only · 5 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; 0 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence) |
| Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model |
4 |
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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) |
| EVA: Exploring the Limits of Masked Visual Representation Learning at Scale |
6 |
1 |
14 Nov 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) · 2 unverified |
| AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities |
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12 Nov 2022 |
official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence) |
| InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions |
3 |
6 |
10 Nov 2022 |
official: harvested, nothing 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) · 2 unverified |
| MogaNet: Multi-order Gated Aggregation Network |
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7 Nov 2022 |
official (archive's flag): 12 ran · 12 ran (of which 7 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified |
| MetaFormer Baselines for Vision |
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24 Oct 2022 |
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| Towards Sustainable Self-supervised Learning |
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20 Oct 2022 |
official (archive's flag): 6 ran · 6 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 6 samples that ran constructed an object rather than computing a result (8 pointer-only for licence) |
| TokenMixup: Efficient Attention-guided Token-level Data Augmentation for Transformers |
1 |
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14 Oct 2022 |
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) · 0 unverified; the one sample that ran constructed an object rather than computing a result |
| Online Training Through Time for Spiking Neural Networks |
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9 Oct 2022 |
official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence) |
| TAN Without a Burn: Scaling Laws of DP-SGD |
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7 Oct 2022 |
official (archive's flag): 7 ran · 7 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; 0 where Syntology's instrument failed) · 1 unverified (8 pointer-only for licence) |
| MaPLe: Multi-modal Prompt Learning |
3 |
2 |
6 Oct 2022 |
official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| Mega: Moving Average Equipped Gated Attention |
7 |
1 |
21 Sep 2022 |
official (archive's flag): 3 ran · 12 ran (of which 6 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) · 1 unverified (11 pointer-only for licence) |
| Enhance the Visual Representation via Discrete Adversarial Training |
1 |
1 |
16 Sep 2022 |
official (archive's flag): 9 ran · 10 ran (of which 5 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence) |
| PaLI: A Jointly-Scaled Multilingual Language-Image Model |
1 |
5 |
14 Sep 2022 |
official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified |
| Exploring Target Representations for Masked Autoencoders |
1 |
4 |
8 Sep 2022 |
official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence) |
| HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions |
8 |
1 |
28 Jul 2022 |
official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified |
| Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration |
2 |
1 |
21 Jul 2022 |
official (archive's flag): 7 ran · 7 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified |
| TinyViT: Fast Pretraining Distillation for Small Vision Transformers |
3 |
8 |
21 Jul 2022 |
official (archive's flag): 9 ran · 9 ran (of which 8 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified |
| Bootstrapped Masked Autoencoders for Vision BERT Pretraining |
1 |
1 |
14 Jul 2022 |
official (archive's flag): 6 ran · 6 ran (of which 6 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 6 samples that ran constructed an object rather than computing a result (7 pointer-only for licence) |
| Unsupervised Visual Representation Learning by Synchronous Momentum Grouping |
1 |
3 |
13 Jul 2022 |
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) · 0 unverified; the one sample that ran constructed an object rather than computing a result |
| Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios |
5 |
3 |
12 Jul 2022 |
official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 1 unverified |
| Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning |
3 |
3 |
11 Jul 2022 |
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 (2 pointer-only for licence) |
| NP-Match: When Neural Processes meet Semi-Supervised Learning |
1 |
1 |
3 Jul 2022 |
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 (1 pointer-only for licence) |
| RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network |
1 |
7 |
28 Jun 2022 |
official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified |
| Vicinity Vision Transformer |
1 |
2 |
21 Jun 2022 |
official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified |
| EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications |
8 |
2 |
21 Jun 2022 |
community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified |
| Global Context Vision Transformers |
8 |
5 |
20 Jun 2022 |
official (archive's flag): 12 ran · 21 ran (of which 8 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 4 where Syntology's instrument failed) · 15 unverified (15 pointer-only for licence) |
| Differentiable Top-k Classification Learning |
1 |
1 |
15 Jun 2022 |
official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified |