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Contrastive Learning

Papers archive 2025-07-28

archive papers tagged: 6,661 · with a code link: 3,104 · where Syntology ran a sample: 920 (795 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (920 of 6,661 tagged: 795 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument)

Page 62 of 67: papers 6,101 to 6,200 of 6,661, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• SimCLAD: A Simple Framework for Contrastive Learning of Acronym Disambiguation
  29 Nov 2021 0 repositories listed
• UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection
  29 Nov 2021 0 repositories listed
• Weakly-supervised Generative Adversarial Networks for medical image classification
  29 Nov 2021 0 repositories listed
• Simple Contrastive Representation Adversarial Learning for NLP Tasks
  26 Nov 2021 0 repositories listed
• MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning
  24 Nov 2021 0 repositories listed
• CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning
  23 Nov 2021 0 repositories listed
• S-SimCSE: Sampled Sub-networks for Contrastive Learning of Sentence Embedding
  23 Nov 2021 0 repositories listed
• Approximate Bayesian Computation via Classification
  22 Nov 2021 0 repositories listed
• Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition
  22 Nov 2021 0 repositories listed
• Decentralized Unsupervised Learning of Visual Representations
  21 Nov 2021 0 repositories listed
• HoughCL: Finding Better Positive Pairs in Dense Self-supervised Learning
  21 Nov 2021 0 repositories listed
• Towards Graph Self-Supervised Learning with Contrastive Adjusted Zooming
  20 Nov 2021 0 repositories listed
• Combined Scaling for Zero-shot Transfer Learning
  19 Nov 2021 0 repositories listed
• DeepQR: Neural-based Quality Ratings for Learnersourced Multiple-Choice Questions
  19 Nov 2021 0 repositories listed
• Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning
  19 Nov 2021 0 repositories listed
• CSI: Contrastive Data Stratification for Interaction Prediction and its Application to Compound-Protein Interaction Prediction
  18 Nov 2021 0 repositories listed
• Pedestrian Detection by Exemplar-Guided Contrastive Learning
  17 Nov 2021 0 repositories listed
• A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition
  16 Nov 2021 0 repositories listed
• A Scalable Holistic approach for Age and Gender inference of Twitter Users
  16 Nov 2021 0 repositories listed
• A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings
  16 Nov 2021 0 repositories listed
• A Unified and Efficient Contrastive Learning Framework for Text Summarization
  16 Nov 2021 0 repositories listed
• Alleviating the Sparsity of Open Knowledge Graphs with Pretrained Contrastive Learning
  16 Nov 2021 0 repositories listed
• CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search
  16 Nov 2021 0 repositories listed
• ConTFV: A Contrastive Learning Framework for Table-based Fact Verification
  16 Nov 2021 0 repositories listed
• Contrastive Conditional Masked Language Model for Non-autoregressive Neural Machine Translation
  16 Nov 2021 0 repositories listed
• Contrastive Learning for Low Resource Machine Translation
  16 Nov 2021 0 repositories listed
• Control False Negative Instances In Contrastive Learning To ImproveLong-tailed Item Categorization
  16 Nov 2021 0 repositories listed
• Debiased Contrastive Learning of Unsupervised Sentence Representations
  16 Nov 2021 0 repositories listed
• Detect Low-Resource Rumors in Microblog Posts via Adversarial Contrastive Learning
  16 Nov 2021 0 repositories listed
• Enhancing the Nonlinear Mutual Dependencies in Transformers with Mutual Information
  16 Nov 2021 0 repositories listed
• Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning
  16 Nov 2021 0 repositories listed
• ICLEA: Interactive Contrastive Learning for Self-supervised Entity Alignment
  16 Nov 2021 0 repositories listed
• Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning
  16 Nov 2021 0 repositories listed
• Improving Neural Topic Models by Contrastive Learning with BERT
  16 Nov 2021 0 repositories listed
• KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier
  16 Nov 2021 0 repositories listed
• Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference
  16 Nov 2021 0 repositories listed
• Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets
  16 Nov 2021 0 repositories listed
• Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
  16 Nov 2021 0 repositories listed
• MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction
  16 Nov 2021 0 repositories listed
• More Than Just Attention: Improving Cross-Modal Attentions with Contrastive Constraints for Image-Text Matching
  16 Nov 2021 0 repositories listed
• Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity Matching
  16 Nov 2021 0 repositories listed
• Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
  16 Nov 2021 0 repositories listed
• Neighbour Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification
  16 Nov 2021 0 repositories listed
• Pose Recognition in the Wild: Animal pose estimation using Agglomerative Clustering and Contrastive Learning
  16 Nov 2021 0 repositories listed
• Prototypical Verbalizer for Prompt-based Few-shot Tuning
  16 Nov 2021 0 repositories listed
• ReadE: Learning Relation-Dependent Entity Representation for Knowledge Graph Completion
  16 Nov 2021 0 repositories listed
• Repo4QA: Answering Complex Coding Questions via Dense Retrieval on GitHub Repositories
  16 Nov 2021 0 repositories listed
• SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning
  16 Nov 2021 0 repositories listed
• Self-Supervised Contrastive Learning with Adversarial Perturbations for Robust Pretrained Language Models
  16 Nov 2021 0 repositories listed
• Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval
  16 Nov 2021 0 repositories listed
• Textual Entailment with Dynamic Contrastive Learning for Zero-shot NER
  16 Nov 2021 0 repositories listed
• Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue
  16 Nov 2021 0 repositories listed
• UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining
  16 Nov 2021 0 repositories listed
• UNICON: Unsupervised Intent Discovery via Semantic-level Contrastive Learning
  16 Nov 2021 0 repositories listed
• Unsupervised Domain Adaptation with Contrastive Learning for Cross-domain Chinese NER
  16 Nov 2021 0 repositories listed
• Utterance Rewriting with Contrastive Learning in Multi-turn Dialogue
  16 Nov 2021 0 repositories listed
• Learning Representations for Pixel-based Control: What Matters and Why?
  15 Nov 2021 0 repositories listed
• Metric-based multimodal meta-learning for human movement identification via footstep recognition
  15 Nov 2021 0 repositories listed
• Scaling Law for Recommendation Models: Towards General-purpose User Representations
  15 Nov 2021 0 repositories listed
• Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes
  13 Nov 2021 0 repositories listed
• Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning
  13 Nov 2021 0 repositories listed
• Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels
  10 Nov 2021 0 repositories listed
• SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval
  10 Nov 2021 0 repositories listed
• Dual Prototypical Contrastive Learning for Few-shot Semantic Segmentation
  9 Nov 2021 0 repositories listed
• Towards noise robust trigger-word detection with contrastive learning pre-task for fast on-boarding of new trigger-words
  6 Nov 2021 0 repositories listed
• Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices
  5 Nov 2021 0 repositories listed
• MixSiam: A Mixture-based Approach to Self-supervised Representation Learning
  4 Nov 2021 0 repositories listed
• Video Salient Object Detection via Contrastive Features and Attention Modules
  3 Nov 2021 0 repositories listed
• Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information
  1 Nov 2021 0 repositories listed
• Counter-Contrastive Learning for Language GANs
  1 Nov 2021 0 repositories listed
• Dialogue Response Generation via Contrastive Latent Representation Learning
  1 Nov 2021 0 repositories listed
• Effective Fine-Tuning Methods for Cross-lingual Adaptation
  1 Nov 2021 0 repositories listed
• Give the Truth: Incorporate Semantic Slot into Abstractive Dialogue Summarization
  1 Nov 2021 0 repositories listed
• KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning
  1 Nov 2021 0 repositories listed
• MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation
  1 Nov 2021 0 repositories listed
• Semi-supervised Intent Discovery with Contrastive Learning
  1 Nov 2021 0 repositories listed
• TransAug: Translate as Augmentation for Sentence Embeddings
  30 Oct 2021 0 repositories listed
• Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing
  28 Oct 2021 0 repositories listed
• Explicitly Modeling the Discriminability for Instance-Aware Visual Object Tracking
  28 Oct 2021 0 repositories listed
• Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
  28 Oct 2021 0 repositories listed
• InfoGCL: Information-Aware Graph Contrastive Learning
  28 Oct 2021 0 repositories listed
• RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification
  28 Oct 2021 0 repositories listed
• NIDA-CLIFGAN: Natural Infrastructure Damage Assessment through Efficient Classification Combining Contrastive Learning, Information Fusion and Generative Adversarial Networks
  27 Oct 2021 0 repositories listed
• SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata
  27 Oct 2021 0 repositories listed
• An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling
  26 Oct 2021 0 repositories listed
• Deeper-GXX: Deepening Arbitrary GNNs
  26 Oct 2021 0 repositories listed
• Towards More Generalizable One-shot Visual Imitation Learning
  26 Oct 2021 0 repositories listed
• CLLD: Contrastive Learning with Label Distance for Text Classification
  25 Oct 2021 0 repositories listed
• Contrastive Document Representation Learning with Graph Attention Networks
  20 Oct 2021 0 repositories listed
• Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling
  20 Oct 2021 0 repositories listed
• No One Representation to Rule Them All: Overlapping Features of Training Methods
  20 Oct 2021 0 repositories listed
• VLDeformer: Vision-Language Decomposed Transformer for Fast Cross-Modal Retrieval
  20 Oct 2021 0 repositories listed
• Improving Tail-Class Representation with Centroid Contrastive Learning
  19 Oct 2021 0 repositories listed
• Momentum Contrastive Autoencoder: Using Contrastive Learning for Latent Space Distribution Matching in WAE
  19 Oct 2021 0 repositories listed
• Contrastive Learning of Visual-Semantic Embeddings
  17 Oct 2021 0 repositories listed
• CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning
  16 Oct 2021 0 repositories listed
• Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding
  16 Oct 2021 0 repositories listed
• Towards EEG signals codification using contrastiveloss
  16 Oct 2021 0 repositories listed
• Self-supervised Contrastive Attributed Graph Clustering
  15 Oct 2021 0 repositories listed
• Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval
  14 Oct 2021 0 repositories listed