Methods › General › Loss Functions › InfoNCE › Papers, page 4
InfoNCE
Papers archive 2025-07-28
archive papers tagged: 418 · with a code link: 217 · where Syntology ran a sample: 89 (72 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (89 of 418 tagged: 72 with a run with no instrument failure, 17 where every run was a failure of Syntology's instrument)
Page 4 of 5: papers 301 to 400 of 418, 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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Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast 1 Sep 2021 · 0 repositories · arXiv:2109.00253
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Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation 1 Sep 2021 · 2 repositories · arXiv:2109.00368
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MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving 27 Aug 2021 · 1 repository · arXiv:2108.12178
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Uncertainties and output feedback in rollout event-triggered control 20 Aug 2021 · 0 repositories · arXiv:2108.09125
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Batch Curation for Unsupervised Contrastive Representation Learning 19 Aug 2021 · 0 repositories · arXiv:2108.08643
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Self-Supervised Visual Representations Learning by Contrastive Mask Prediction 18 Aug 2021 · 0 repositories · arXiv:2108.07954
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Self-Supervised Pretraining and Controlled Augmentation Improve Rare Wildlife Recognition in UAV Images 17 Aug 2021 · 1 repository · arXiv:2108.07582
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Improving Contrastive Learning by Visualizing Feature Transformation 6 Aug 2021 · 1 repository · arXiv:2108.02982Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Rollout event-triggered control: reconciling event- and time-triggered control 6 Aug 2021 · 0 repositories · arXiv:2108.02994
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xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering 1 Aug 2021 · 0 repositories
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Debiasing Samples from Online Learning Using Bootstrap 31 Jul 2021 · 0 repositories · arXiv:2108.00236
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Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings 22 Jul 2021 · 1 repository · arXiv:2107.10419
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Contrastive Predictive Coding for Anomaly Detection 16 Jul 2021 · 0 repositories · arXiv:2107.07820
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Model Selection for Generic Contextual Bandits 7 Jul 2021 · 0 repositories · arXiv:2107.03455
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InfoNCE is variational inference in a recognition parameterised model 6 Jul 2021 · 0 repositories · arXiv:2107.02495
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Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE 2 Jul 2021 · 1 repository · arXiv:2107.01152
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Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization 2 Jul 2021 · 1 repository · arXiv:2107.01131
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Understanding Cognitive Fatigue from fMRI Scans with Self-supervised Learning 28 Jun 2021 · 0 repositories · arXiv:2106.15009
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Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification 16 Jun 2021 · 2 repositories · arXiv:2106.08808
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Contrastive Reinforcement Learning of Symbolic Reasoning Domains 16 Jun 2021 · 2 repositories · arXiv:2106.09146Syntology official (archive's flag): 3 ran · 4 ran (of which 1 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) · 11 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Self-Supervised Learning with Kernel Dependence Maximization 15 Jun 2021 · 1 repository · arXiv:2106.08320Syntology 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 (of 4 harvested samples)
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Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations 10 Jun 2021 · 2 repositories · arXiv:2106.05967
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Conditional Contrastive Learning for Improving Fairness in Self-Supervised Learning 5 Jun 2021 · 0 repositories · arXiv:2106.02866
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Integrating Auxiliary Information in Self-supervised Learning 5 Jun 2021 · 0 repositories · arXiv:2106.02869
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Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation 3 Jun 2021 · 0 repositories · arXiv:2106.02170
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Rethinking InfoNCE: How Many Negative Samples Do You Need? 27 May 2021 · 0 repositories · arXiv:2105.13003
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Backdoor Attacks on Self-Supervised Learning 21 May 2021 · 2 repositories · arXiv:2105.10123Syntology official (archive's flag): 9 ran · 11 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; 6 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 8 pointer-only (licence)
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Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding 11 May 2021 · 1 repository · arXiv:2105.05345
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Self-Supervised Learning with Swin Transformers 10 May 2021 · 6 repositories · arXiv:2105.04553
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Voice Conversion Based Speaker Normalization for Acoustic Unit Discovery 4 May 2021 · 0 repositories · arXiv:2105.01786
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VQCPC-GAN: Variable-Length Adversarial Audio Synthesis Using Vector-Quantized Contrastive Predictive Coding 4 May 2021 · 1 repository · arXiv:2105.01531
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The Zero Resource Speech Challenge 2021: Spoken language modelling 29 Apr 2021 · 0 repositories · arXiv:2104.14700
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MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding 26 Apr 2021 · 5 repositories · arXiv:2104.12763Syntology community repositories only · 7 ran (of which 4 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
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Aligned Contrastive Predictive Coding 24 Apr 2021 · 1 repository · arXiv:2104.11946Syntology 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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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NoiseVC: Towards High Quality Zero-Shot Voice Conversion 13 Apr 2021 · 0 repositories · arXiv:2104.06074
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An Empirical Study of Training Self-Supervised Vision Transformers 5 Apr 2021 · 9 repositories · arXiv:2104.02057Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Jigsaw Clustering for Unsupervised Visual Representation Learning 1 Apr 2021 · 1 repository · arXiv:2104.00323
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Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks 29 Mar 2021 · 0 repositories · arXiv:2103.15578
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HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval 28 Mar 2021 · 0 repositories · arXiv:2103.15049
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Abstracting the Sampling Behaviour of Stochastic Linear Periodic Event-Triggered Control Systems 25 Mar 2021 · 0 repositories · arXiv:2103.13839
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UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning 19 Mar 2021 · 1 repository · arXiv:2103.10773
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WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training 11 Mar 2021 · 2 repositories · arXiv:2103.06561
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VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples 10 Mar 2021 · 1 repository · arXiv:2103.05905Syntology 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 (of 1 harvested sample) · 1 pointer-only (licence)
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Deeply Unsupervised Patch Re-Identification for Pre-training Object Detectors 8 Mar 2021 · 0 repositories · arXiv:2103.04814
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Self-supervised Pretraining of Visual Features in the Wild 2 Mar 2021 · 1 repository · arXiv:2103.01988
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Contrastive Learning Inverts the Data Generating Process 17 Feb 2021 · 1 repository · arXiv:2102.08850Syntology official (archive's flag): 1 ran · 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) · 1 unverified (of 2 harvested samples)
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Contrastive Unsupervised Learning for Speech Emotion Recognition 12 Feb 2021 · 0 repositories · arXiv:2102.06357
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Supervised Momentum Contrastive Learning for Few-Shot Classification 26 Jan 2021 · 0 repositories · arXiv:2101.11058
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The Wireless Control Bus: Enabling Efficient Multi-hop Event-Triggered Control with Concurrent Transmissions 26 Jan 2021 · 0 repositories · arXiv:2101.10961
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SEED: Self-supervised Distillation For Visual Representation 12 Jan 2021 · 1 repository · arXiv:2101.04731Syntology 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 (of 1 harvested sample) · 1 pointer-only (licence)
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Consistent Instance Classification for Unsupervised Representation Learning 1 Jan 2021 · 0 repositories
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Learning Visual Representation from Human Interactions 1 Jan 2021 · 0 repositories
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MoCo-Pretraining Improves Representations and Transferability of Chest X-ray Models 1 Jan 2021 · 0 repositories
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Novelty Detection with Rotated Contrastive Predictive Coding 1 Jan 2021 · 0 repositories
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RealFormer: Transformer Likes Residual Attention 21 Dec 2020 · 5 repositories · arXiv:2012.11747
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Social NCE: Contrastive Learning of Socially-aware Motion Representations 21 Dec 2020 · 4 repositories · arXiv:2012.11717Syntology community repositories only · 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 (of 3 harvested samples) · 3 pointer-only (licence)
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ISD: Self-Supervised Learning by Iterative Similarity Distillation 16 Dec 2020 · 1 repository · arXiv:2012.09259
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A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddings 14 Dec 2020 · 0 repositories · arXiv:2012.07387
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Self-supervised Text-independent Speaker Verification using Prototypical Momentum Contrastive Learning 13 Dec 2020 · 1 repository · arXiv:2012.07178
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The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models 12 Dec 2020 · 1 repository · arXiv:2012.06908
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CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learning 11 Dec 2020 · 1 repository
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Contrastive Predictive Coding for Human Activity Recognition 9 Dec 2020 · 0 repositories · arXiv:2012.05333
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Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology 7 Dec 2020 · 0 repositories · arXiv:2012.03583
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Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning 4 Dec 2020 · 0 repositories · arXiv:2012.02733
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Unsupervised Anomaly Detection From Semantic Similarity Scores 1 Dec 2020 · 0 repositories · arXiv:2012.00461
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A Unified Mixture-View Framework for Unsupervised Representation Learning 26 Nov 2020 · 0 repositories · arXiv:2011.13356
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Intriguing Properties of Contrastive Losses 5 Nov 2020 · 3 repositories · arXiv:2011.02803
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Learning Visual Representations for Transfer Learning by Suppressing Texture 3 Nov 2020 · 1 repository · arXiv:2011.01901
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Joint Masked CPC and CTC Training for ASR 30 Oct 2020 · 1 repository · arXiv:2011.00093
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Improving Perceptual Quality by Phone-Fortified Perceptual Loss using Wasserstein Distance for Speech Enhancement 28 Oct 2020 · 1 repository · arXiv:2010.15174Syntology 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 (of 1 harvested sample)
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Abstracting the Traffic of Nonlinear Event-Triggered Control Systems 23 Oct 2020 · 0 repositories · arXiv:2010.12341
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Self-supervised Co-training for Video Representation Learning 19 Oct 2020 · 1 repository · arXiv:2010.09709Syntology official (archive's flag): 1 ran · 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 (of 1 harvested sample)
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For self-supervised learning, Rationality implies generalization, provably 16 Oct 2020 · 2 repositories · arXiv:2010.08508
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What Can You Learn from Your Muscles? Learning Visual Representation from Human Interactions 16 Oct 2020 · 1 repository · arXiv:2010.08539Syntology 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 (of 1 harvested sample) · 1 pointer-only (licence)
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Are all negatives created equal in contrastive instance discrimination? 13 Oct 2020 · 0 repositories · arXiv:2010.06682
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MoCo-CXR: MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models 11 Oct 2020 · 2 repositories · arXiv:2010.05352Syntology official: harvested, nothing 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) · 5 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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EqCo: Equivalent Rules for Self-supervised Contrastive Learning 5 Oct 2020 · 1 repository · arXiv:2010.01929
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Understanding Self-supervised Learning with Dual Deep Networks 1 Oct 2020 · 2 repositories · arXiv:2010.00578Syntology 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 (of 1 harvested sample) · 1 pointer-only (licence)
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Machine Learning in Event-Triggered Control: Recent Advances and Open Issues 27 Sep 2020 · 0 repositories · arXiv:2009.12783
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Removing the Background by Adding the Background: Towards Background Robust Self-supervised Video Representation Learning 12 Sep 2020 · 2 repositories · arXiv:2009.05769Syntology 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 (of 2 harvested samples) · 2 pointer-only (licence)
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A Framework For Contrastive Self-Supervised Learning And Designing A New Approach 31 Aug 2020 · 2 repositories · arXiv:2009.00104Syntology 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 (of 2 harvested samples)
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Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination 9 Aug 2020 · 2 repositories · arXiv:2008.03813Syntology official (archive's flag): 6 ran · 6 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; 2 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Uncovering the structure of clinical EEG signals with self-supervised learning 31 Jul 2020 · 2 repositories · arXiv:2007.16104Syntology 0 ran · 3 unverified (of 3 harvested samples)
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Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases 28 Jul 2020 · 0 repositories · arXiv:2007.13916
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Multi-label Contrastive Predictive Coding 20 Jul 2020 · 0 repositories · arXiv:2007.09852
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InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training 15 Jul 2020 · 4 repositories · arXiv:2007.07834
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Analysis of Predictive Coding Models for Phonemic Representation Learning in Small Datasets 8 Jul 2020 · 0 repositories · arXiv:2007.04205
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FLUID: A Unified Evaluation Framework for Flexible Sequential Data 6 Jul 2020 · 2 repositories · arXiv:2007.02519
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Parametric Instance Classification for Unsupervised Visual Feature Learning 25 Jun 2020 · 1 repository · arXiv:2006.14618
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CoMIR: Contrastive Multimodal Image Representation for Registration 11 Jun 2020 · 1 repository · arXiv:2006.06325
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What makes instance discrimination good for transfer learning? 11 Jun 2020 · 0 repositories · arXiv:2006.06606
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Embedding Task Knowledge into 3D Neural Networks via Self-supervised Learning 10 Jun 2020 · 0 repositories · arXiv:2006.05798
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3D Self-Supervised Methods for Medical Imaging 6 Jun 2020 · 1 repository · arXiv:2006.03829Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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On Mutual Information in Contrastive Learning for Visual Representations 27 May 2020 · 0 repositories · arXiv:2005.13149
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SCAN: Learning to Classify Images without Labels 25 May 2020 · 2 repositories · arXiv:2005.12320
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Vector-quantized neural networks for acoustic unit discovery in the ZeroSpeech 2020 challenge 19 May 2020 · 2 repositories · arXiv:2005.09409
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Prototypical Contrastive Learning of Unsupervised Representations 11 May 2020 · 2 repositories · arXiv:2005.04966Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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COBRA: Contrastive Bi-Modal Representation Algorithm 7 May 2020 · 1 repository · arXiv:2005.03687Syntology 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) · 2 unverified (of 4 harvested samples)
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Region-Based Self-Triggered Control for Perturbed and Uncertain Nonlinear Systems 1 May 2020 · 0 repositories · arXiv:2005.00473
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Vector Quantized Contrastive Predictive Coding for Template-based Music Generation 21 Apr 2020 · 1 repository · arXiv:2004.10120