Methods › General › Loss Functions › InfoNCE › Papers, page 3
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 3 of 5: papers 201 to 300 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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Extending Momentum Contrast with Cross Similarity Consistency Regularization 7 Jun 2022 · 0 repositories · arXiv:2206.04676
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Variable-rate hierarchical CPC leads to acoustic unit discovery in speech 5 Jun 2022 · 1 repository · arXiv:2206.02211Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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From t-SNE to UMAP with contrastive learning 3 Jun 2022 · 3 repositories · arXiv:2206.01816Syntology 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) · 1 unverified (of 7 harvested samples)
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Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination 3 Jun 2022 · 1 repository · arXiv:2206.01535Syntology official (archive's flag): 3 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 (of 5 harvested samples) · 5 pointer-only (licence)
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Integrating Prior Knowledge in Contrastive Learning with Kernel 3 Jun 2022 · 1 repository · arXiv:2206.01646Syntology official (archive's flag): 4 ran · 6 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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Do self-supervised speech models develop human-like perception biases? 31 May 2022 · 0 repositories · arXiv:2205.15819
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SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series 31 May 2022 · 1 repository · arXiv:2205.15875
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Embed to Control Partially Observed Systems: Representation Learning with Provable Sample Efficiency 26 May 2022 · 0 repositories · arXiv:2205.13476
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Naive Few-Shot Learning: Uncovering the fluid intelligence of machines 24 May 2022 · 0 repositories · arXiv:2205.12013
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Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition 20 May 2022 · 1 repository · arXiv:2205.10071
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Zero-Episode Few-Shot Contrastive Predictive Coding: Solving intelligence tests without prior training 4 May 2022 · 0 repositories · arXiv:2205.01924
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Thompson Sampling for Bandit Learning in Matching Markets 26 Apr 2022 · 1 repository · arXiv:2204.12048
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SceneTrilogy: On Human Scene-Sketch and its Complementarity with Photo and Text 25 Apr 2022 · 0 repositories · arXiv:2204.11964
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New Core-Guided and Hitting Set Algorithms for Multi-Objective Combinatorial Optimization 22 Apr 2022 · 0 repositories · arXiv:2204.10856
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Contrastive Test-Time Adaptation 21 Apr 2022 · 1 repository · arXiv:2204.10377Syntology official (archive's flag): 23 ran · 23 ran (of which 6 constructed an object rather than computing a result; 12 with no instrument failure: 4 honoured, 2 violated, 6 with no contract checked; 11 where Syntology's instrument failed) · 9 unverified (of 32 harvested samples) · 32 pointer-only (licence)
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Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning 15 Apr 2022 · 1 repository · arXiv:2204.07596Syntology 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) · 1 unverified (of 7 harvested samples)
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Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning 11 Apr 2022 · 1 repository · arXiv:2204.04813
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Representation Learning by Detecting Incorrect Location Embeddings 10 Apr 2022 · 1 repository · arXiv:2204.04788
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POS-BERT: Point Cloud One-Stage BERT Pre-Training 3 Apr 2022 · 1 repository · arXiv:2204.00989
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Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo 30 Mar 2022 · 2 repositories · arXiv:2203.17248Syntology community repositories only · 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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Probing phoneme, language and speaker information in unsupervised speech representations 30 Mar 2022 · 0 repositories · arXiv:2203.16193
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Pareto Set Learning for Neural Multi-objective Combinatorial Optimization 29 Mar 2022 · 1 repository · arXiv:2203.15386Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
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Self-Supervised Image Representation Learning with Geometric Set Consistency 29 Mar 2022 · 0 repositories · arXiv:2203.15361
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Robust Speaker Recognition with Transformers Using wav2vec 2.0 28 Mar 2022 · 0 repositories · arXiv:2203.15095
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Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation 25 Mar 2022 · 1 repository · arXiv:2203.13409
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On Understanding and Mitigating the Dimensional Collapse of Graph Contrastive Learning: a Non-Maximum Removal Approach 24 Mar 2022 · 0 repositories · arXiv:2203.12821
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Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization 23 Mar 2022 · 2 repositories · arXiv:2203.12265
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R3M: A Universal Visual Representation for Robot Manipulation 23 Mar 2022 · 1 repository · arXiv:2203.12601Syntology official (archive's flag): 5 ran · 5 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; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Hyperbolic Vision Transformers: Combining Improvements in Metric Learning 21 Mar 2022 · 2 repositories · arXiv:2203.10833Syntology 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 (of 6 harvested samples)
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DATA: Domain-Aware and Task-Aware Self-supervised Learning 17 Mar 2022 · 1 repository · arXiv:2203.09041Syntology 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 (of 2 harvested samples)
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Weak Augmentation Guided Relational Self-Supervised Learning 16 Mar 2022 · 1 repository · arXiv:2203.08717Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Improving Word Translation via Two-Stage Contrastive Learning 15 Mar 2022 · 1 repository · arXiv:2203.08307Syntology official (archive's flag): 2 ran · 5 ran (of which 1 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) · 1 unverified (of 6 harvested samples) · 4 pointer-only (licence)
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InsCon:Instance Consistency Feature Representation via Self-Supervised Learning 15 Mar 2022 · 0 repositories · arXiv:2203.07688
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Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective 8 Mar 2022 · 1 repository · arXiv:2203.03871Syntology official (archive's flag): 5 ran · 5 ran (of which 4 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 (of 6 harvested samples) · 6 pointer-only (licence)
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SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models 4 Mar 2022 · 2 repositories · arXiv:2203.02167Syntology official (archive's flag): 1 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) · 3 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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ETCetera: beyond Event-Triggered Control 3 Mar 2022 · 0 repositories · arXiv:2203.01623
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Measuring Self-Supervised Representation Quality for Downstream Classification using Discriminative Features 3 Mar 2022 · 0 repositories · arXiv:2203.01881
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Integrating Contrastive Learning with Dynamic Models for Reinforcement Learning from Images 2 Mar 2022 · 1 repository · arXiv:2203.01810
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Word Segmentation on Discovered Phone Units with Dynamic Programming and Self-Supervised Scoring 24 Feb 2022 · 3 repositories · arXiv:2202.11929Syntology official (archive's flag): 5 ran · 17 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 4 honoured, 0 violated, 8 with no contract checked; 5 where Syntology's instrument failed) · 2 unverified (of 19 harvested samples) · 1 pointer-only (licence)
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Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning 22 Feb 2022 · 1 repository · arXiv:2202.11202Syntology official (archive's flag): 13 ran · 13 ran (of which 5 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 4 where Syntology's instrument failed) · 5 unverified (of 18 harvested samples)
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Formal Analysis of the Sampling Behaviour of Stochastic Event-Triggered Control 21 Feb 2022 · 0 repositories · arXiv:2202.10178
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S3T: Self-Supervised Pre-training with Swin Transformer for Music Classification 21 Feb 2022 · 1 repository · arXiv:2202.10139
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Vision-Language Pre-Training with Triple Contrastive Learning 21 Feb 2022 · 1 repository · arXiv:2202.10401Syntology 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 (of 2 harvested samples)
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VCVTS: Multi-speaker Video-to-Speech synthesis via cross-modal knowledge transfer from voice conversion 18 Feb 2022 · 0 repositories · arXiv:2202.09081
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Energy-Based Contrastive Learning of Visual Representations 10 Feb 2022 · 1 repository · arXiv:2202.04933Syntology official (archive's flag): 12 ran · 12 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Contrastive predictive coding for Anomaly Detection in Multi-variate Time Series Data 8 Feb 2022 · 0 repositories · arXiv:2202.03639
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Crafting Better Contrastive Views for Siamese Representation Learning 7 Feb 2022 · 1 repository · arXiv:2202.03278Syntology 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)
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OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework 7 Feb 2022 · 4 repositories · arXiv:2202.03052Syntology 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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Understanding Deep Contrastive Learning via Coordinate-wise Optimization 29 Jan 2022 · 1 repository · arXiv:2201.12680Syntology 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, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives 27 Jan 2022 · 1 repository · arXiv:2201.11736Syntology 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, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs 18 Jan 2022 · 1 repository · arXiv:2201.07344
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Self-Supervision and Multi-Task Learning: Challenges in Fine-Grained COVID-19 Multi-Class Classification from Chest X-rays 16 Jan 2022 · 0 repositories · arXiv:2201.06052
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SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples 16 Jan 2022 · 1 repository · arXiv:2201.05979
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Chaos and order in event-triggered control 12 Jan 2022 · 0 repositories · arXiv:2201.04462
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Robust Contrastive Learning against Noisy Views 12 Jan 2022 · 1 repository · arXiv:2201.04309Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Feature Extraction Framework based on Contrastive Learning with Adaptive Positive and Negative Samples 11 Jan 2022 · 0 repositories · arXiv:2201.03942
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On the Effectiveness of Sampled Softmax Loss for Item Recommendation 7 Jan 2022 · 0 repositories · arXiv:2201.02327
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Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation 17 Dec 2021 · 1 repository · arXiv:2112.09445Syntology 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) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Exploring the Equivalence of Siamese Self-Supervised Learning via A Unified Gradient Framework 9 Dec 2021 · 1 repository · arXiv:2112.05141
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InsCLR: Improving Instance Retrieval with Self-Supervision 2 Dec 2021 · 1 repository · arXiv:2112.01390
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Compressed Video Contrastive Learning 1 Dec 2021 · 0 repositories
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Detecting Extratropical Cyclones of the Northern Hemisphere with Single Shot Detector 1 Dec 2021 · 0 repositories · arXiv:2112.01283
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PreViTS: Contrastive Pretraining with Video Tracking Supervision 1 Dec 2021 · 0 repositories · arXiv:2112.00804
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Boosting Discriminative Visual Representation Learning with Scenario-Agnostic Mixup 30 Nov 2021 · 1 repository · arXiv:2111.15454
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Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning 26 Nov 2021 · 1 repository · arXiv:2111.13651
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Self-Distilled Self-Supervised Representation Learning 25 Nov 2021 · 1 repository · arXiv:2111.12958Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 3 pointer-only (licence)
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Non-Intrusive Binaural Speech Intelligibility Prediction from Discrete Latent Representations 24 Nov 2021 · 1 repository · arXiv:2111.12531
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RegionCL: Can Simple Region Swapping Contribute to Contrastive Learning? 24 Nov 2021 · 2 repositories · arXiv:2111.12309
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CSI: Contrastive Data Stratification for Interaction Prediction and its Application to Compound-Protein Interaction Prediction 18 Nov 2021 · 0 repositories · arXiv:2111.09467
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Enhancing the Nonlinear Mutual Dependencies in Transformers with Mutual Information 16 Nov 2021 · 0 repositories
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Improving Word Translation via Two-Stage Contrastive Learning 16 Nov 2021 · 1 repository
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Neural Capacity Estimators: How Reliable Are They? 14 Nov 2021 · 1 repository · arXiv:2111.07401
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Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels 10 Nov 2021 · 0 repositories · arXiv:2111.05643
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STC speaker recognition systems for the NIST SRE 2021 3 Nov 2021 · 0 repositories · arXiv:2111.02298
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Towards the Generalization of Contrastive Self-Supervised Learning 1 Nov 2021 · 1 repository · arXiv:2111.00743Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words 29 Oct 2021 · 1 repository · arXiv:2110.15909Syntology 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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Hyper-Representations: Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction 28 Oct 2021 · 1 repository · arXiv:2110.15288Syntology official (archive's flag): 9 ran · 9 ran (of which 6 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 1 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples) · 15 pointer-only (licence)
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Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning 27 Oct 2021 · 1 repository · arXiv:2110.14805Syntology 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 (of 3 harvested samples) · 3 pointer-only (licence)
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Self-supervised EEG Representation Learning for Automatic Sleep Staging 27 Oct 2021 · 1 repository · arXiv:2110.15278
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Bandits with Dynamic Arm-acquisition Costs 23 Oct 2021 · 0 repositories · arXiv:2110.12118
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CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP 21 Oct 2021 · 1 repository · arXiv:2110.11316Syntology official (archive's flag): 4 ran · 7 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; 6 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 4 pointer-only (licence)
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Decoupled Contrastive Learning 13 Oct 2021 · 4 repositories · arXiv:2110.06848Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 2 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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Towards High-fidelity Singing Voice Conversion with Acoustic Reference and Contrastive Predictive Coding 10 Oct 2021 · 0 repositories · arXiv:2110.04754
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SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition 8 Oct 2021 · 0 repositories · arXiv:2110.04187
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8-bit Optimizers via Block-wise Quantization 6 Oct 2021 · 3 repositories · arXiv:2110.02861
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Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding 5 Oct 2021 · 0 repositories · arXiv:2110.02345
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Motion-aware Contrastive Video Representation Learning via Foreground-background Merging 30 Sep 2021 · 1 repository · arXiv:2109.15130
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Computing the average inter-sample time of event-triggered control using quantitative automata 29 Sep 2021 · 0 repositories · arXiv:2109.14391
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Disentangling Properties of Contrastive Methods 29 Sep 2021 · 0 repositories
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ESCo: Towards Provably Effective and Scalable Contrastive Representation Learning 29 Sep 2021 · 0 repositories
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f-Mutual Information Contrastive Learning 29 Sep 2021 · 0 repositories
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Piecing and Chipping: An effective solution for the information-erasing view generation in Self-supervised Learning 29 Sep 2021 · 0 repositories
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Preference Conditioned Neural Multi-objective Combinatorial Optimization 29 Sep 2021 · 0 repositories
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Prototypical Contrastive Predictive Coding 29 Sep 2021 · 0 repositories
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Rethinking Temperature in Graph Contrastive Learning 29 Sep 2021 · 0 repositories
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Self supervised learning improves dMMR/MSI detection from histology slides across multiple cancers 13 Sep 2021 · 0 repositories · arXiv:2109.05819
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Smoothed Contrastive Learning for Unsupervised Sentence Embedding 9 Sep 2021 · 2 repositories · arXiv:2109.04321
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Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays 7 Sep 2021 · 1 repository · arXiv:2109.03233
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Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition 5 Sep 2021 · 0 repositories · arXiv:2109.02054
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Cross-token Modeling with Conditional Computation 5 Sep 2021 · 0 repositories · arXiv:2109.02008