Methods › Graphs › Graph Representation Learning › Contrastive Learning › Papers, page 33
Contrastive Learning
Papers archive 2025-07-28
archive papers tagged: 5,057 · with a code link: 2,344 · where Syntology ran a sample: 654 (568 with a run with no instrument failure, 86 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (654 of 5,057 tagged: 568 with a run with no instrument failure, 86 where every run was a failure of Syntology's instrument)
Page 33 of 51: papers 3,201 to 3,300 of 5,057, 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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Unsupervised Visible-Infrared Person Re-Identification via Progressive Graph Matching and Alternate Learning 1 Jan 2023 · 1 repository
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ViLEM: Visual-Language Error Modeling for Image-Text Retrieval 1 Jan 2023 · 0 repositories
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WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding 1 Jan 2023 · 0 repositories
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You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement 1 Jan 2023 · 0 repositories
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Deep Temporal Contrastive Clustering 29 Dec 2022 · 0 repositories · arXiv:2212.14366
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Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative Samples 28 Dec 2022 · 1 repository · arXiv:2212.13847
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TempCLR: Temporal Alignment Representation with Contrastive Learning 28 Dec 2022 · 1 repository · arXiv:2212.13738Syntology 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) · 2 unverified (of 5 harvested samples)
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Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos 27 Dec 2022 · 0 repositories · arXiv:2212.13495
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Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology 23 Dec 2022 · 1 repository · arXiv:2212.12105
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Restoring Vision in Hazy Weather with Hierarchical Contrastive Learning 22 Dec 2022 · 0 repositories · arXiv:2212.11473
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Understanding and Improving the Role of Projection Head in Self-Supervised Learning 22 Dec 2022 · 0 repositories · arXiv:2212.11491
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MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning 21 Dec 2022 · 0 repositories · arXiv:2212.10870
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Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing 21 Dec 2022 · 1 repository · arXiv:2212.10789Syntology 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning 21 Dec 2022 · 2 repositories · arXiv:2212.11187
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CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning 20 Dec 2022 · 1 repository · arXiv:2212.10341
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Contrastive Learning Reduces Hallucination in Conversations 20 Dec 2022 · 1 repository · arXiv:2212.10400
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Query-as-context Pre-training for Dense Passage Retrieval 19 Dec 2022 · 2 repositories · arXiv:2212.09598
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WACO: Word-Aligned Contrastive Learning for Speech Translation 19 Dec 2022 · 1 repository · arXiv:2212.09359
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Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding 19 Dec 2022 · 1 repository · arXiv:2212.09621
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Disentangling Learnable and Memorizable Data via Contrastive Learning for Semantic Communications 18 Dec 2022 · 0 repositories · arXiv:2212.09071
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On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning 18 Dec 2022 · 1 repository · arXiv:2212.09170
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Hyperbolic Hierarchical Contrastive Hashing 17 Dec 2022 · 0 repositories · arXiv:2212.08904
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Attentive Mask CLIP 16 Dec 2022 · 1 repository · arXiv:2212.08653
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CLIPPO: Image-and-Language Understanding from Pixels Only 15 Dec 2022 · 1 repository · arXiv:2212.08045
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NeRF-Art: Text-Driven Neural Radiance Fields Stylization 15 Dec 2022 · 1 repository · arXiv:2212.08070Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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Establishing a stronger baseline for lightweight contrastive models 14 Dec 2022 · 1 repository · arXiv:2212.07158
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MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning 14 Dec 2022 · 1 repository · arXiv:2212.07035
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Mitigating Negative Style Transfer in Hybrid Dialogue System 14 Dec 2022 · 1 repository · arXiv:2212.07183
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Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders 14 Dec 2022 · 0 repositories · arXiv:2212.07050
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Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot 14 Dec 2022 · 1 repository
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Understanding Zero-Shot Adversarial Robustness for Large-Scale Models 14 Dec 2022 · 2 repositories · arXiv:2212.07016
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A Machine Learning Enhanced Approach for Automated Sunquake Detection in Acoustic Emission Maps 13 Dec 2022 · 0 repositories · arXiv:2212.06717
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Boosting Semi-Supervised Learning with Contrastive Complementary Labeling 13 Dec 2022 · 0 repositories · arXiv:2212.06643
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Coarse-to-Fine Contrastive Learning on Graphs 13 Dec 2022 · 0 repositories · arXiv:2212.06423
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Generative artificial intelligence-enabled dynamic detection of nicotine-related circuits 13 Dec 2022 · 0 repositories · arXiv:2212.06330
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On the Evolution of (Hateful) Memes by Means of Multimodal Contrastive Learning 13 Dec 2022 · 2 repositories · arXiv:2212.06573
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ALSO: Automotive Lidar Self-supervision by Occupancy estimation 12 Dec 2022 · 1 repository · arXiv:2212.05867
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Masked autoencoders are effective solution to transformer data-hungry 12 Dec 2022 · 1 repository · arXiv:2212.05677Syntology 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) · 1 pointer-only (licence)
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Momentum Contrastive Pre-training for Question Answering 12 Dec 2022 · 0 repositories · arXiv:2212.05762
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Feature-Level Debiased Natural Language Understanding 11 Dec 2022 · 1 repository · arXiv:2212.05421
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Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification 11 Dec 2022 · 1 repository · arXiv:2212.05606
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Untargeted Attack against Federated Recommendation Systems via Poisonous Item Embeddings and the Defense 11 Dec 2022 · 1 repository · arXiv:2212.05399
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Using Multiple Instance Learning to Build Multimodal Representations 11 Dec 2022 · 0 repositories · arXiv:2212.05561
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YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation 11 Dec 2022 · 1 repository · arXiv:2212.05566
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Contrastive View Design Strategies to Enhance Robustness to Domain Shifts in Downstream Object Detection 9 Dec 2022 · 0 repositories · arXiv:2212.04613
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MED-SE: Medical Entity Definition-based Sentence Embedding 9 Dec 2022 · 0 repositories · arXiv:2212.04734
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Self-Supervised Object Goal Navigation with In-Situ Finetuning 9 Dec 2022 · 0 repositories · arXiv:2212.05923
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Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning 9 Dec 2022 · 1 repository · arXiv:2212.04994
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Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning 8 Dec 2022 · 1 repository · arXiv:2212.04097
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Graph Matching with Bi-level Noisy Correspondence 8 Dec 2022 · 3 repositories · arXiv:2212.04085Syntology official (archive's flag): 7 ran · 7 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; 6 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Localized Contrastive Learning on Graphs 8 Dec 2022 · 0 repositories · arXiv:2212.04604
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GraphLearner: Graph Node Clustering with Fully Learnable Augmentation 7 Dec 2022 · 2 repositories · arXiv:2212.03559
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SimVTP: Simple Video Text Pre-training with Masked Autoencoders 7 Dec 2022 · 0 repositories · arXiv:2212.03490
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InternVideo: General Video Foundation Models via Generative and Discriminative Learning 6 Dec 2022 · 2 repositories · arXiv:2212.03191Syntology 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 (of 3 harvested samples)
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Neural Machine Translation with Contrastive Translation Memories 6 Dec 2022 · 1 repository · arXiv:2212.03140
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Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation 5 Dec 2022 · 0 repositories · arXiv:2212.02560
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Land Use Prediction using Electro-Optical to SAR Few-Shot Transfer Learning 4 Dec 2022 · 0 repositories · arXiv:2212.03084
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Contrastive Domain Adaptation for Time-Series via Temporal Mixup 3 Dec 2022 · 1 repository · arXiv:2212.01555Syntology official: not harvested · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation 2 Dec 2022 · 0 repositories · arXiv:2212.01103
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Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment 2 Dec 2022 · 1 repository · arXiv:2212.01096
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Self-supervised On-device Federated Learning from Unlabeled Streams 2 Dec 2022 · 0 repositories · arXiv:2212.01006
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Few-Shot Nested Named Entity Recognition 2 Dec 2022 · 0 repositories · arXiv:2212.00953
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MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series 2 Dec 2022 · 1 repository · arXiv:2212.01141
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Spectral Feature Augmentation for Graph Contrastive Learning and Beyond 2 Dec 2022 · 0 repositories · arXiv:2212.01026
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A General Purpose Supervisory Signal for Embodied Agents 1 Dec 2022 · 0 repositories · arXiv:2212.01186
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CL4CTR: A Contrastive Learning Framework for CTR Prediction 1 Dec 2022 · 1 repository · arXiv:2212.00522
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Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View 1 Dec 2022 · 0 repositories · arXiv:2212.00535
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Hyperbolic Contrastive Learning for Visual Representations beyond Objects 1 Dec 2022 · 1 repository · arXiv:2212.00653
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Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs 1 Dec 2022 · 1 repository · arXiv:2212.00785Syntology 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) · 3 unverified (of 8 harvested samples)
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One-shot recognition of any material anywhere using contrastive learning with physics-based rendering 1 Dec 2022 · 1 repository · arXiv:2212.00648
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An Effective Deployment of Contrastive Learning in Multi-label Text Classification 1 Dec 2022 · 0 repositories · arXiv:2212.00552
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GENNAPE: Towards Generalized Neural Architecture Performance Estimators 30 Nov 2022 · 1 repository · arXiv:2211.17226Syntology 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 (of 8 harvested samples) · 8 pointer-only (licence)
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Normalized Contrastive Learning for Text-Video Retrieval 30 Nov 2022 · 1 repository · arXiv:2212.11790
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Textual Enhanced Contrastive Learning for Solving Math Word Problems 29 Nov 2022 · 1 repository · arXiv:2211.16022
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ARISE: Graph Anomaly Detection on Attributed Networks via Substructure Awareness 28 Nov 2022 · 0 repositories · arXiv:2211.15255
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Semi-Supervised Confidence-Level-based Contrastive Discrimination for Class-Imbalanced Semantic Segmentation 28 Nov 2022 · 1 repository · arXiv:2211.15066
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Task-Aware Asynchronous Multi-Task Model with Class Incremental Contrastive Learning for Surgical Scene Understanding 28 Nov 2022 · 1 repository · arXiv:2211.15327
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A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images 27 Nov 2022 · 1 repository · arXiv:2211.14715
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A Theoretical Study of Inductive Biases in Contrastive Learning 27 Nov 2022 · 0 repositories · arXiv:2211.14699
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A Unified Framework for Contrastive Learning from a Perspective of Affinity Matrix 26 Nov 2022 · 0 repositories · arXiv:2211.14516
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Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis 26 Nov 2022 · 1 repository · arXiv:2211.14506
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Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation 26 Nov 2022 · 2 repositories · arXiv:2211.14512Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples) · 1 pointer-only (licence)
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SliceMatch: Geometry-guided Aggregation for Cross-View Pose Estimation 26 Nov 2022 · 1 repository · arXiv:2211.14651
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Supervised Contrastive Prototype Learning: Augmentation Free Robust Neural Network 26 Nov 2022 · 0 repositories · arXiv:2211.14424
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Towards Better Document-level Relation Extraction via Iterative Inference 26 Nov 2022 · 1 repository · arXiv:2211.14470
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Unsupervised Wildfire Change Detection based on Contrastive Learning 26 Nov 2022 · 1 repository · arXiv:2211.14654
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Copy-Pasting Coherent Depth Regions Improves Contrastive Learning for Urban-Scene Segmentation 25 Nov 2022 · 1 repository · arXiv:2211.14074
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Contrastive pretraining for semantic segmentation is robust to noisy positive pairs 24 Nov 2022 · 0 repositories · arXiv:2211.13756
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Cross-domain Transfer of defect features in technical domains based on partial target data 24 Nov 2022 · 0 repositories · arXiv:2211.13662
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Few-shot Object Detection with Refined Contrastive Learning 24 Nov 2022 · 0 repositories · arXiv:2211.13495
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Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations 24 Nov 2022 · 1 repository · arXiv:2211.13466
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Pose-disentangled Contrastive Learning for Self-supervised Facial Representation 24 Nov 2022 · 1 repository · arXiv:2211.13490
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Self-supervised vision-language pretraining for Medical visual question answering 24 Nov 2022 · 2 repositories · arXiv:2211.13594Syntology official (archive's flag): 6 ran · 6 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; 5 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 3 pointer-only (licence)
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Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition 23 Nov 2022 · 1 repository · arXiv:2211.12712
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How do Cross-View and Cross-Modal Alignment Affect Representations in Contrastive Learning? 23 Nov 2022 · 0 repositories · arXiv:2211.13309
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Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning 23 Nov 2022 · 2 repositories · arXiv:2211.12878Syntology official (archive's flag): 3 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) · 3 pointer-only (licence)
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Prototypical Contrastive Learning and Adaptive Interest Selection for Candidate Generation in Recommendations 23 Nov 2022 · 0 repositories · arXiv:2211.12893
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Robust Mean Teacher for Continual and Gradual Test-Time Adaptation 23 Nov 2022 · 1 repository · arXiv:2211.13081
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Texts as Images in Prompt Tuning for Multi-Label Image Recognition 23 Nov 2022 · 1 repository · arXiv:2211.12739
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On Narrative Information and the Distillation of Stories 22 Nov 2022 · 1 repository · arXiv:2211.12423