Methods › Graphs › Graph Representation Learning › Contrastive Learning › Papers, page 34
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 34 of 51: papers 3,301 to 3,400 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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Relation-dependent Contrastive Learning with Cluster Sampling for Inductive Relation Prediction 22 Nov 2022 · 0 repositories · arXiv:2211.12266
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Supervised Contrastive Learning on Blended Images for Long-tailed Recognition 22 Nov 2022 · 0 repositories · arXiv:2211.11938
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Transformer Based Multi-Grained Features for Unsupervised Person Re-Identification 22 Nov 2022 · 1 repository · arXiv:2211.12280
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Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier 21 Nov 2022 · 0 repositories · arXiv:2211.11262
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CLAWSAT: Towards Both Robust and Accurate Code Models 21 Nov 2022 · 1 repository · arXiv:2211.11711
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Cross-Modal Contrastive Learning for Robust Reasoning in VQA 21 Nov 2022 · 1 repository · arXiv:2211.11190
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Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint 21 Nov 2022 · 1 repository · arXiv:2211.11448
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Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations 21 Nov 2022 · 4 repositories · arXiv:2211.11427Syntology 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) · 1 unverified (of 4 harvested samples)
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Open-Set Object Detection Using Classification-free Object Proposal and Instance-level Contrastive Learning 21 Nov 2022 · 0 repositories · arXiv:2211.11530
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TCBERT: A Technical Report for Chinese Topic Classification BERT 21 Nov 2022 · 0 repositories · arXiv:2211.11304
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UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition 21 Nov 2022 · 1 repository · arXiv:2211.11256
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Auto-Focus Contrastive Learning for Image Manipulation Detection 20 Nov 2022 · 0 repositories · arXiv:2211.10922
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Single-Pass Contrastive Learning Can Work for Both Homophilic and Heterophilic Graph 20 Nov 2022 · 1 repository · arXiv:2211.10890
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CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion 20 Nov 2022 · 1 repository · arXiv:2211.10960
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RHCO: A Relation-aware Heterogeneous Graph Neural Network with Contrastive Learning for Large-scale Graphs 20 Nov 2022 · 1 repository · arXiv:2211.11752
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Towards Generalizable Graph Contrastive Learning: An Information Theory Perspective 20 Nov 2022 · 0 repositories · arXiv:2211.10929
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Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure 19 Nov 2022 · 0 repositories · arXiv:2211.10738
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Contrastive Knowledge Graph Error Detection 18 Nov 2022 · 1 repository · arXiv:2211.10030
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Contrastive Positive Sample Propagation along the Audio-Visual Event Line 18 Nov 2022 · 1 repository · arXiv:2211.09980
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Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information 18 Nov 2022 · 0 repositories · arXiv:2211.10177
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FedSiam-DA: Dual-aggregated Federated Learning via Siamese Network under Non-IID Data 17 Nov 2022 · 0 repositories · arXiv:2211.09421
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Self-Supervised Visual Representation Learning via Residual Momentum 17 Nov 2022 · 0 repositories · arXiv:2211.09861
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An Efficient COarse-to-fiNE Alignment Framework @ Ego4D Natural Language Queries Challenge 2022 16 Nov 2022 · 0 repositories · arXiv:2211.08776
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Mitigating Urban-Rural Disparities in Contrastive Representation Learning with Satellite Imagery 16 Nov 2022 · 1 repository · arXiv:2211.08672
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Keep Your Friends Close & Enemies Farther: Debiasing Contrastive Learning with Spatial Priors in 3D Radiology Images 16 Nov 2022 · 0 repositories · arXiv:2211.08643
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DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography 15 Nov 2022 · 0 repositories · arXiv:2211.08119
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Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction 15 Nov 2022 · 1 repository · arXiv:2211.08238
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False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image 15 Nov 2022 · 2 repositories · arXiv:2211.07928
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Improved disentangled speech representations using contrastive learning in factorized hierarchical variational autoencoder 15 Nov 2022 · 0 repositories · arXiv:2211.08191
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Region Embedding with Intra and Inter-View Contrastive Learning 15 Nov 2022 · 1 repository · arXiv:2211.08975
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Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation 15 Nov 2022 · 0 repositories · arXiv:2211.08557
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Unveiling interpretable development-specific gene signatures in the developing human prefrontal cortex with ICGS 15 Nov 2022 · 1 repository · arXiv:2211.08096
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ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations 14 Nov 2022 · 0 repositories · arXiv:2211.07122
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Contrastive learning for regression in multi-site brain age prediction 14 Nov 2022 · 1 repository · arXiv:2211.08326Syntology 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) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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Generative Aspect-Based Sentiment Analysis with Contrastive Learning and Expressive Structure 14 Nov 2022 · 1 repository · arXiv:2211.07743
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Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning 14 Nov 2022 · 1 repository · arXiv:2211.07591
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Information-guided pixel augmentation for pixel-wise contrastive learning 14 Nov 2022 · 0 repositories · arXiv:2211.07118
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RankCSE: Unsupervised Representation Learning via Learning to Rank 14 Nov 2022 · 1 repository
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The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images 14 Nov 2022 · 0 repositories · arXiv:2211.07254
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TriDoNet: A Triple Domain Model-driven Network for CT Metal Artifact Reduction 14 Nov 2022 · 0 repositories · arXiv:2211.07190
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Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning 13 Nov 2022 · 0 repositories · arXiv:2211.06843
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SCOTCH and SODA: A Transformer Video Shadow Detection Framework 13 Nov 2022 · 0 repositories · arXiv:2211.06885
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3D-Aware Encoding for Style-based Neural Radiance Fields 12 Nov 2022 · 0 repositories · arXiv:2211.06583
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Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning 12 Nov 2022 · 2 repositories · arXiv:2211.06612Syntology official (archive's flag): 7 ran · 7 ran (of which 3 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) · 11 unverified (of 18 harvested samples) · 15 pointer-only (licence)
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Self-Supervised Graph Structure Refinement for Graph Neural Networks 12 Nov 2022 · 1 repository · arXiv:2211.06545
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Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning 11 Nov 2022 · 0 repositories · arXiv:2211.06452
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English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings 11 Nov 2022 · 1 repository · arXiv:2211.06127Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 5 pointer-only (licence)
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Masked Contrastive Representation Learning 11 Nov 2022 · 0 repositories · arXiv:2211.06012
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Federated Unsupervised Visual Representation Learning via Exploiting General Content and Personal Style 11 Nov 2022 · 0 repositories · arXiv:2211.06470
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Contrastive Learning for Climate Model Bias Correction and Super-Resolution 10 Nov 2022 · 0 repositories · arXiv:2211.07555
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Equivariant Contrastive Learning for Sequential Recommendation 10 Nov 2022 · 1 repository · arXiv:2211.05290
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Mitigating Forgetting in Online Continual Learning via Contrasting Semantically Distinct Augmentations 10 Nov 2022 · 0 repositories · arXiv:2211.05347
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Self-supervised learning of audio representations using angular contrastive loss 10 Nov 2022 · 1 repository · arXiv:2211.05442
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Clinical Contrastive Learning for Biomarker Detection 9 Nov 2022 · 0 repositories · arXiv:2211.05092
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Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language 9 Nov 2022 · 0 repositories · arXiv:2211.05035
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ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation 9 Nov 2022 · 0 repositories · arXiv:2211.04861
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miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings 9 Nov 2022 · 2 repositories · arXiv:2211.04928
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Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning 8 Nov 2022 · 1 repository · arXiv:2211.03950
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Cross-view Graph Contrastive Representation Learning on Partially Aligned Multi-view Data 8 Nov 2022 · 0 repositories · arXiv:2211.04906
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Enhanced Low-resolution LiDAR-Camera Calibration Via Depth Interpolation and Supervised Contrastive Learning 8 Nov 2022 · 0 repositories · arXiv:2211.03932
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GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection 8 Nov 2022 · 1 repository · arXiv:2211.04208
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On Negative Sampling for Contrastive Audio-Text Retrieval 8 Nov 2022 · 0 repositories · arXiv:2211.04070
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Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions 7 Nov 2022 · 1 repository · arXiv:2211.03524
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Black-Box Attack against GAN-Generated Image Detector with Contrastive Perturbation 7 Nov 2022 · 1 repository · arXiv:2211.03509
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CLOP: Video-and-Language Pre-Training with Knowledge Regularizations 7 Nov 2022 · 0 repositories · arXiv:2211.03314
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Contrastive Classification and Representation Learning with Probabilistic Interpretation 7 Nov 2022 · 0 repositories · arXiv:2211.03646
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Contrastive Learning enhanced Author-Style Headline Generation 7 Nov 2022 · 1 repository · arXiv:2211.03305
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Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding 7 Nov 2022 · 0 repositories · arXiv:2211.03348
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CRONOS: Colorization and Contrastive Learning for Device-Free NLoS Human Presence Detection using Wi-Fi CSI 7 Nov 2022 · 0 repositories · arXiv:2211.10354
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Graph Contrastive Learning with Implicit Augmentations 7 Nov 2022 · 1 repository · arXiv:2211.03710
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ProtoX: Explaining a Reinforcement Learning Agent via Prototyping 6 Nov 2022 · 2 repositories · arXiv:2211.03162
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Understanding the properties and limitations of contrastive learning for Out-of-Distribution detection 6 Nov 2022 · 0 repositories · arXiv:2211.03183
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Contrastive Learning for Diverse Disentangled Foreground Generation 4 Nov 2022 · 0 repositories · arXiv:2211.02707
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A 3D-Shape Similarity-based Contrastive Approach to Molecular Representation Learning 3 Nov 2022 · 0 repositories · arXiv:2211.02130
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Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification 3 Nov 2022 · 1 repository · arXiv:2211.01554Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Latent Prompt Tuning for Text Summarization 3 Nov 2022 · 0 repositories · arXiv:2211.01837
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MarginNCE: Robust Sound Localization with a Negative Margin 3 Nov 2022 · 0 repositories · arXiv:2211.01966
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Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization 3 Nov 2022 · 0 repositories · arXiv:2211.02077
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Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese 2 Nov 2022 · 1 repository · arXiv:2211.01335Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 3 pointer-only (licence)
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Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds 2 Nov 2022 · 0 repositories · arXiv:2211.01184
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On the Informativeness of Supervision Signals 2 Nov 2022 · 0 repositories · arXiv:2211.01407
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SLICER: Learning universal audio representations using low-resource self-supervised pre-training 2 Nov 2022 · 1 repository · arXiv:2211.01519
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Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity 2 Nov 2022 · 0 repositories · arXiv:2211.00837
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Invariant and consistent: Unsupervised representation learning for few-shot visual recognition 1 Nov 2022 · 0 repositories
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A picture of the space of typical learnable tasks 31 Oct 2022 · 2 repositories · arXiv:2210.17011
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SDCL: Self-Distillation Contrastive Learning for Chinese Spell Checking 31 Oct 2022 · 0 repositories · arXiv:2210.17168
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A simple, efficient and scalable contrastive masked autoencoder for learning visual representations 30 Oct 2022 · 1 repository · arXiv:2210.16870Syntology 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) · 2 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Adaptive Speech Quality Aware Complex Neural Network for Acoustic Echo Cancellation with Supervised Contrastive Learning 30 Oct 2022 · 0 repositories · arXiv:2210.16791
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Image-free Domain Generalization via CLIP for 3D Hand Pose Estimation 30 Oct 2022 · 0 repositories · arXiv:2210.16788
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Differentiable Data Augmentation for Contrastive Sentence Representation Learning 29 Oct 2022 · 1 repository · arXiv:2210.16536Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular Space 29 Oct 2022 · 0 repositories · arXiv:2210.16622
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Rare Wildlife Recognition with Self-Supervised Representation Learning 29 Oct 2022 · 1 repository · arXiv:2211.05636
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Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability 29 Oct 2022 · 1 repository · arXiv:2210.16636Syntology 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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cRedAnno+: Annotation Exploitation in Self-Explanatory Lung Nodule Diagnosis 28 Oct 2022 · 2 repositories · arXiv:2210.16097
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Improving the Modality Representation with Multi-View Contrastive Learning for Multimodal Sentiment Analysis 28 Oct 2022 · 0 repositories · arXiv:2210.15824
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VLT: Vision-Language Transformer and Query Generation for Referring Segmentation 28 Oct 2022 · 1 repository · arXiv:2210.15871Syntology 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) · 3 unverified (of 6 harvested samples)
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Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings 27 Oct 2022 · 1 repository · arXiv:2210.15332Syntology official (archive's flag): 7 ran · 7 ran (of which 3 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) · 4 unverified (of 11 harvested samples)
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Dictionary-Assisted Supervised Contrastive Learning 27 Oct 2022 · 1 repository · arXiv:2210.15172
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Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction 27 Oct 2022 · 0 repositories · arXiv:2210.15201
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Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning 27 Oct 2022 · 1 repository · arXiv:2210.15324