CCF A类会议或期刊----近两年对比学习相关论文
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| 会议/期刊 | 论文 |
|---|---|
| sigmod2021 | Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals. |
| neurips2020 | Adversarial Self-Supervised Contrastive Learning. |
| neurips2020 | Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases. |
| neurips2020 | Learning Global Transparent Models consistent with Local Contrastive Explanations. |
| neurips2020 | Noise-Contrastive Estimation for Multivariate Point Processes. |
| neurips2020 | Graph Contrastive Learning with Augmentations. |
| neurips2020 | What Makes for Good Views for Contrastive Learning? |
| neurips2020 | Multi-label Contrastive Predictive Coding. |
| neurips2020 | Debiased Contrastive Learning. |
| neurips2020 | Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D. |
| neurips2020 | Soft Contrastive Learning for Visual Localization. |
| neurips2020 | LoCo: Local Contrastive Representation Learning. |
| neurips2020 | Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID. |
| neurips2020 | CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances. |
| neurips2020 | Contrastive learning of global and local features for medical image segmentation with limited annotations. |
| neurips2020 | Joint Contrastive Learning with Infinite Possibilities. |
| neurips2020 | Robust Pre-Training by Adversarial Contrastive Learning. |
| neurips2020 | Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning. |
| neurips2020 | Contrastive Learning with Adversarial Examples. |
| neurips2020 | Counterfactual Contrastive Learning for Weakly-Supervised Vision-Language Grounding. |
| neurips2020 | CoMIR: Contrastive Multimodal Image Representation for Registration. |
| neurips2020 | Supervised Contrastive Learning. |
| neurips2020 | Space-Time Correspondence as a Contrastive Random Walk. |
| neurips2020 | ContraGAN: Contrastive Learning for Conditional Image Generation. |
| neurips2020 | Hard Negative Mixing for Contrastive Learning. |
| kdd2021 | Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning. |
| kdd2021 | Contrastive Multi-View Multiplex Network Embedding with Applications to Robust Network Alignment. |
| kdd2021 | MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph. |
| kdd2021 | Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems. |
| kdd2020 | GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model’s Prediction. |
| kdd2020 | GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training. |
| ACMMM2021 | Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization. |
| ACMMM2021 | Few-shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning. |
| ACMMM2021 | Skeleton-Contrastive 3D Action Representation Learning. |
| ACMMM2021 | Cross-modal Self-Supervised Learning for Lip Reading: When Contrastive Learning meets Adversarial Training. |
| ACMMM2021 | CALLip: Lipreading using Contrastive and Attribute Learning. |
| ACMMM2021 | Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training. |
| ACMMM2021 | Video Representation Learning with Graph Contrastive Augmentation. |
| ACMMM2021 | Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning. |
| ACMMM2021 | Transferrable Contrastive Learning for Visual Domain Adaptation. |
| ACMMM2021 | Reproducibility Companion Paper: Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework. |
| ACMMM2021 | Contrastive Disentangled Meta-Learning for Signer-Independent Sign Language Translation. |
| ACMMM2021 | Dense Contrastive Visual-Linguistic Pretraining. |
| ACMMM2021 | Contrastive Learning for Cold-Start Recommendation. |
| ACMMM2021 | CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising. |
| ACMMM2020 | Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework. |
| AAAI2021 | PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning. |
| AAAI2021 | Gradient Regularized Contrastive Learning for Continual Domain Adaptation. |
| AAAI2021 | Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition. |
| AAAI2021 | Learning Invariant Representations using Inverse Contrastive Loss. |
| AAAI2021 | Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning. |
| AAAI2021 | Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation. |
| AAAI2021 | Contrastive Clustering. |
| AAAI2021 | Learning a Few-shot Embedding Model with Contrastive Learning. |
| AAAI2021 | Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning. |
| AAAI2021 | Contrastive Transformation for Self-supervised Correspondence Learning. |
| AAAI2021 | Contrastive Self-supervised Learning for Graph Classification. |
| AAAI2021 | LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding. |
| AAAI2021 | Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA. |
| AAAI2021 | A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection. |
| AAAI2021 | Contrastive Triple Extraction with Generative Transformer. |
| AAAI2021 | Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing. |
| AAAI2021 | Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract). |
| AAAI2021 | MOTIF-Driven Contrastive Learning of Graph Representations. |
| AAAI2021 | RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions. |
| WWW2021 | Adversarial and Contrastive Variational Autoencoder for Sequential Recommendation. |
| WWW2021 | Contrastive Lexical Diffusion Coefficient: Quantifying the Stickiness of the Ordinary. |
| WWW2021 | CLEAR: Contrastive-Prototype Learning with Drift Estimation for Resource Constrained Stream Mining. |
| WWW2021 | Graph Contrastive Learning with Adaptive Augmentation. |
| WWW2021 | Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction. |
| WWW2021 | Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding. |
| WWW2020 | NCVis: Noise Contrastive Approach for Scalable Visualization. |
| SIGIR2021 | Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations. |
| SIGIR2021 | Video Corpus Moment Retrieval with Contrastive Learning. |
| SIGIR2021 | The World is Binary: Contrastive Learning for Denoising Next Basket Recommendation. |
| ICML2021 | Large-Margin Contrastive Learning with Distance Polarization Regularizer. |
| ICML2021 | Improved Contrastive Divergence Training of Energy-Based Models. |
| ICML2021 | Function Contrastive Learning of Transferable Meta-Representations. |
| ICML2021 | Self-Damaging Contrastive Learning. |
| ICML2021 | CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients. |
| ICML2021 | Decomposed Mutual Information Estimation for Contrastive Representation Learning. |
| ICML2021 | Understanding self-supervised learning dynamics without contrastive pairs. |
| ICML2021 | Towards Domain-Agnostic Contrastive Learning. |
| ICML2021 | Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning. |
| ICML2021 | Neighborhood Contrastive Learning Applied to Online Patient Monitoring. |
| ICML2021 | Graph Contrastive Learning Automated. |
| ICML2021 | Contrastive Learning Inverts the Data Generating Process. |
| ICML2020 | A Simple Framework for Contrastive Learning of Visual Representations. |
| ICML2020 | CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information. |
| ICML2020 | Representation Learning via Adversarially-Contrastive Optimal Transport. |
| ICML2020 | On Contrastive Learning for Likelihood-free Inference. |
| ICML2020 | Contrastive Multi-View Representation Learning on Graphs. |
| ICML2020 | Data-Efficient Image Recognition with Contrastive Predictive Coding. |
| ICML2020 | CURL: Contrastive Unsupervised Representations for Reinforcement Learning. |
| ICML2020 | Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere. |
| ICML2019 | A Contrastive Divergence for Combining Variational Inference and MCMC. |
| ICML2019 | A Theoretical Analysis of Contrastive Unsupervised Representation Learning. |
| CVPR2021 | Cross-Modal Contrastive Learning for Text-to-Image Generation. |
| CVPR2021 | Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification. |
| CVPR2021 | Mining Better Samples for Contrastive Learning of Temporal Correspondence. |
| CVPR2021 | Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss. |
| CVPR2021 | Joint Generative and Contrastive Learning for Unsupervised Person Re-Identification. |
| CVPR2021 | Contrastive Embedding for Generalized Zero-Shot Learning. |
| CVPR2021 | Understanding the Behaviour of Contrastive Loss. |
| CVPR2021 | Interventional Video Grounding With Dual Contrastive Learning. |
| CVPR2021 | Dense Contrastive Learning for Self-Supervised Visual Pre-Training. |
| CVPR2021 | Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner. |
| CVPR2021 | Jo-SRC: A Contrastive Approach for Combating Noisy Labels. |
| CVPR2021 | Spatiotemporal Contrastive Video Representation Learning. |
| CVPR2021 | Multimodal Contrastive Training for Visual Representation Learning. |
| CVPR2021 | Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. |
| CVPR2021 | FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding. |
| CVPR2021 | CLCC: Contrastive Learning for Color Constancy. |
| CVPR2021 | Fine-Grained Angular Contrastive Learning With Coarse Labels. |
| CVPR2021 | Complementary Relation Contrastive Distillation. |
| CVPR2021 | Contrastive Neural Architecture Search With Neural Architecture Comparators. |
| CVPR2021 | Spatio-temporal Contrastive Domain Adaptation for Action Recognition. |
| CVPR2021 | Shot Contrastive Self-Supervised Learning for Scene Boundary Detection. |
| CVPR2021 | Semi-Supervised Action Recognition With Temporal Contrastive Learning. |
| CVPR2021 | Contrastive Learning for Compact Single Image Dehazing. |
| CVPR2021 | Model-Contrastive Federated Learning. |
| CVPR2021 | Neighborhood Contrastive Learning for Novel Class Discovery. |
| CVPR2021 | COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction. |
| CVPR2021 | VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples. |
| CVPR2021 | CoCoNets: Continuous Contrastive 3D Scene Representations. |
| CVPR2021 | Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization. |
| CVPR2021 | Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation. |
| CVPR2021 | Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning. |
| CVPR2021 | Sequence-to-Sequence Contrastive Learning for Text Recognition. |
| CVPR2021 | Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts. |
| CVPR2021 | CoLA: Weakly-Supervised Temporal Action Localization With Snippet Contrastive Learning. |
| CVPR2021 | Wasserstein Contrastive Representation Distillation. |
| CVPR2021 | DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network. |
| CVPR2020 | Context-Aware Group Captioning via Self-Attention and Contrastive Features. |
| CVPR2020 | Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning. |
| CVPR2020 | Flow Contrastive Estimation of Energy-Based Models. |
| CVPRW2021 | Dual Contrastive Learning for Unsupervised Image-to-Image Translation. |
| CVPRW2021 | Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding. |
| CVPRW2021 | Contrastive Domain Adaptation. |
| CVPRW2021 | Contrastive Learning Improves Model Robustness Under Label Noise. |
| CVPRW2021 | CoCon: Cooperative-Contrastive Learning. |
| CVPRW2021 | ILCOC: An Incremental Learning Framework Based on Contrastive One-Class Classifiers. |
| CVPRW2021 | Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning. |
| CVPRW2021 | CLIP-Art: Contrastive Pre-Training for Fine-Grained Art Classification. |
| CVPRW2021 | Contrastive Learning for Natural Language-Based Vehicle Retrieval. |
| CVPRW2021 | Contrastive Learning for Sports Video: Unsupervised Player Classification. |
| CVPRW2020 | AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification. |
| ICCV2021 | Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Single-Source Domain Generalization. |
| ICCV2021 | CMC-COV19D: Contrastive Mixup Classification for COVID-19 Diagnosis. |
| ICCV2021 | Zero-Shot Learning via Contrastive Learning on Dual Knowledge Graphs. |
| ICCV2021 | ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets. |
| ICCV2021 | Contrastive Feature Loss for Image Prediction. |
| ICCV2021 | Video Contrastive Learning with Global Context. |
| ICCV2019 | Transferable Contrastive Network for Generalized Zero-Shot Learning. |
| ACL2021 | Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. |
| ACL2021 | DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations. |
| ACL2021 | CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding. |
| ACL2021 | KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference. |
| ACL2021 | Self-Guided Contrastive Learning for BERT Sentence Representations. |
| ACL2021 | UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning. |
| ACL2021 | ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. |
| ACL2021 | ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer. |
| ACL2021 | xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering. |
| ACL2021 | CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction. |
| ACL2021 | CLEVE: Contrastive Pre-training for Event Extraction. |
| ACL2021 | UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning. |
| ACL2021 | Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning. |
| ACL2021 | SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization. |
| ACL2021 | Contrastive Attention for Automatic Chest X-ray Report Generation. |
| ACL2021 | Contrastive Fine-tuning Improves Robustness for Neural Rankers. |
| ACL2021 | Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder. |
| ACL2021 | Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene. |
| ACL2021 | Contrastive Aligned Joint Learning for Multilingual Summarization. |
| ACL2021 | Explaining NLP Models via Minimal Contrastive Editing (MiCE). |
| ACL2021 | Prompting Contrastive Explanations for Commonsense Reasoning Tasks. |
| ACL2020 | Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models. |
| ACL2020 | Contrastive Self-Supervised Learning for Commonsense Reasoning. |
| IJCAI2021 | Novelty Detection via Contrastive Learning with Negative Data Augmentation. |
| IJCAI2021 | Unsupervised Hashing with Contrastive Information Bottleneck. |
| IJCAI2021 | Towards Compact Single Image Super-Resolution via Contrastive Self-distillation. |
| IJCAI2021 | Masked Contrastive Learning for Anomaly Detection. |
| IJCAI2021 | Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning. |
| IJCAI2021 | Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation. |
| IJCAI2021 | CuCo: Graph Representation with Curriculum Contrastive Learning. |
| IJCAI2021 | Contrastive Model Invertion for Data-Free Knolwedge Distillation. |
| IJCAI2021 | RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning. |
| IJCAI2021 | Contrastive Losses and Solution Caching for Predict-and-Optimize. |
| IJCAI2021 | Graph Debiased Contrastive Learning with Joint Representation Clustering. |
| IJCAI2021 | CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction. |
| TPAMI2022 | Contrastive Adaptation Network for Single- and Multi-Source Domain Adaptation. |
| JMLR2021 | Contrastive Estimation Reveals Topic Posterior Information to Linear Models. |
| AI2021 | Using state abstractions to compute personalized contrastive explanations for AI agent behavior. |