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会议/期刊论文
sigmod2021Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals.
neurips2020Adversarial Self-Supervised Contrastive Learning.
neurips2020Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases.
neurips2020Learning Global Transparent Models consistent with Local Contrastive Explanations.
neurips2020Noise-Contrastive Estimation for Multivariate Point Processes.
neurips2020Graph Contrastive Learning with Augmentations.
neurips2020What Makes for Good Views for Contrastive Learning?
neurips2020Multi-label Contrastive Predictive Coding.
neurips2020Debiased Contrastive Learning.
neurips2020Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D.
neurips2020Soft Contrastive Learning for Visual Localization.
neurips2020LoCo: Local Contrastive Representation Learning.
neurips2020Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.
neurips2020CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances.
neurips2020Contrastive learning of global and local features for medical image segmentation with limited annotations.
neurips2020Joint Contrastive Learning with Infinite Possibilities.
neurips2020Robust Pre-Training by Adversarial Contrastive Learning.
neurips2020Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning.
neurips2020Contrastive Learning with Adversarial Examples.
neurips2020Counterfactual Contrastive Learning for Weakly-Supervised Vision-Language Grounding.
neurips2020CoMIR: Contrastive Multimodal Image Representation for Registration.
neurips2020Supervised Contrastive Learning.
neurips2020Space-Time Correspondence as a Contrastive Random Walk.
neurips2020ContraGAN: Contrastive Learning for Conditional Image Generation.
neurips2020Hard Negative Mixing for Contrastive Learning.
kdd2021Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning.
kdd2021Contrastive Multi-View Multiplex Network Embedding with Applications to Robust Network Alignment.
kdd2021MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph.
kdd2021Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems.
kdd2020GRACE: Generating Concise and Informative Contrastive Sample to Explain Neural Network Model’s Prediction.
kdd2020GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training.
ACMMM2021Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization.
ACMMM2021Few-shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning.
ACMMM2021Skeleton-Contrastive 3D Action Representation Learning.
ACMMM2021Cross-modal Self-Supervised Learning for Lip Reading: When Contrastive Learning meets Adversarial Training.
ACMMM2021CALLip: Lipreading using Contrastive and Attribute Learning.
ACMMM2021Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training.
ACMMM2021Video Representation Learning with Graph Contrastive Augmentation.
ACMMM2021Self-Contrastive Learning with Hard Negative Sampling for Self-supervised Point Cloud Learning.
ACMMM2021Transferrable Contrastive Learning for Visual Domain Adaptation.
ACMMM2021Reproducibility Companion Paper: Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework.
ACMMM2021Contrastive Disentangled Meta-Learning for Signer-Independent Sign Language Translation.
ACMMM2021Dense Contrastive Visual-Linguistic Pretraining.
ACMMM2021Contrastive Learning for Cold-Start Recommendation.
ACMMM2021CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising.
ACMMM2020Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework.
AAAI2021PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning.
AAAI2021Gradient Regularized Contrastive Learning for Continual Domain Adaptation.
AAAI2021Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition.
AAAI2021Learning Invariant Representations using Inverse Contrastive Loss.
AAAI2021Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning.
AAAI2021Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation.
AAAI2021Contrastive Clustering.
AAAI2021Learning a Few-shot Embedding Model with Contrastive Learning.
AAAI2021Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning.
AAAI2021Contrastive Transformation for Self-supervised Correspondence Learning.
AAAI2021Contrastive Self-supervised Learning for Graph Classification.
AAAI2021LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding.
AAAI2021Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA.
AAAI2021A Simple and Effective Self-Supervised Contrastive Learning Framework for Aspect Detection.
AAAI2021Contrastive Triple Extraction with Generative Transformer.
AAAI2021Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing.
AAAI2021Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract).
AAAI2021MOTIF-Driven Contrastive Learning of Graph Representations.
AAAI2021RADAR-X: An Interactive Interface Pairing Contrastive Explanations with Revised Plan Suggestions.
WWW2021Adversarial and Contrastive Variational Autoencoder for Sequential Recommendation.
WWW2021Contrastive Lexical Diffusion Coefficient: Quantifying the Stickiness of the Ordinary.
WWW2021CLEAR: Contrastive-Prototype Learning with Drift Estimation for Resource Constrained Stream Mining.
WWW2021Graph Contrastive Learning with Adaptive Augmentation.
WWW2021Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction.
WWW2021Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding.
WWW2020NCVis: Noise Contrastive Approach for Scalable Visualization.
SIGIR2021Self-Supervised Contrastive Learning for Code Retrieval and Summarization via Semantic-Preserving Transformations.
SIGIR2021Video Corpus Moment Retrieval with Contrastive Learning.
SIGIR2021The World is Binary: Contrastive Learning for Denoising Next Basket Recommendation.
ICML2021Large-Margin Contrastive Learning with Distance Polarization Regularizer.
ICML2021Improved Contrastive Divergence Training of Energy-Based Models.
ICML2021Function Contrastive Learning of Transferable Meta-Representations.
ICML2021Self-Damaging Contrastive Learning.
ICML2021CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients.
ICML2021Decomposed Mutual Information Estimation for Contrastive Representation Learning.
ICML2021Understanding self-supervised learning dynamics without contrastive pairs.
ICML2021Towards Domain-Agnostic Contrastive Learning.
ICML2021Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning.
ICML2021Neighborhood Contrastive Learning Applied to Online Patient Monitoring.
ICML2021Graph Contrastive Learning Automated.
ICML2021Contrastive Learning Inverts the Data Generating Process.
ICML2020A Simple Framework for Contrastive Learning of Visual Representations.
ICML2020CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information.
ICML2020Representation Learning via Adversarially-Contrastive Optimal Transport.
ICML2020On Contrastive Learning for Likelihood-free Inference.
ICML2020Contrastive Multi-View Representation Learning on Graphs.
ICML2020Data-Efficient Image Recognition with Contrastive Predictive Coding.
ICML2020CURL: Contrastive Unsupervised Representations for Reinforcement Learning.
ICML2020Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.
ICML2019A Contrastive Divergence for Combining Variational Inference and MCMC.
ICML2019A Theoretical Analysis of Contrastive Unsupervised Representation Learning.
CVPR2021Cross-Modal Contrastive Learning for Text-to-Image Generation.
CVPR2021Contrastive Learning Based Hybrid Networks for Long-Tailed Image Classification.
CVPR2021Mining Better Samples for Contrastive Learning of Temporal Correspondence.
CVPR2021Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss.
CVPR2021Joint Generative and Contrastive Learning for Unsupervised Person Re-Identification.
CVPR2021Contrastive Embedding for Generalized Zero-Shot Learning.
CVPR2021Understanding the Behaviour of Contrastive Loss.
CVPR2021Interventional Video Grounding With Dual Contrastive Learning.
CVPR2021Dense Contrastive Learning for Self-Supervised Visual Pre-Training.
CVPR2021Minimally Invasive Surgery for Sparse Neural Networks in Contrastive Manner.
CVPR2021Jo-SRC: A Contrastive Approach for Combating Noisy Labels.
CVPR2021Spatiotemporal Contrastive Video Representation Learning.
CVPR2021Multimodal Contrastive Training for Visual Representation Learning.
CVPR2021Distilling Audio-Visual Knowledge by Compositional Contrastive Learning.
CVPR2021FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding.
CVPR2021CLCC: Contrastive Learning for Color Constancy.
CVPR2021Fine-Grained Angular Contrastive Learning With Coarse Labels.
CVPR2021Complementary Relation Contrastive Distillation.
CVPR2021Contrastive Neural Architecture Search With Neural Architecture Comparators.
CVPR2021Spatio-temporal Contrastive Domain Adaptation for Action Recognition.
CVPR2021Shot Contrastive Self-Supervised Learning for Scene Boundary Detection.
CVPR2021Semi-Supervised Action Recognition With Temporal Contrastive Learning.
CVPR2021Contrastive Learning for Compact Single Image Dehazing.
CVPR2021Model-Contrastive Federated Learning.
CVPR2021Neighborhood Contrastive Learning for Novel Class Discovery.
CVPR2021COMPLETER: Incomplete Multi-View Clustering via Contrastive Prediction.
CVPR2021VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples.
CVPR2021CoCoNets: Continuous Contrastive 3D Scene Representations.
CVPR2021Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization.
CVPR2021Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation.
CVPR2021Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning.
CVPR2021Sequence-to-Sequence Contrastive Learning for Text Recognition.
CVPR2021Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts.
CVPR2021CoLA: Weakly-Supervised Temporal Action Localization With Snippet Contrastive Learning.
CVPR2021Wasserstein Contrastive Representation Distillation.
CVPR2021DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network.
CVPR2020Context-Aware Group Captioning via Self-Attention and Contrastive Features.
CVPR2020Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning.
CVPR2020Flow Contrastive Estimation of Energy-Based Models.
CVPRW2021Dual Contrastive Learning for Unsupervised Image-to-Image Translation.
CVPRW2021Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding.
CVPRW2021Contrastive Domain Adaptation.
CVPRW2021Contrastive Learning Improves Model Robustness Under Label Noise.
CVPRW2021CoCon: Cooperative-Contrastive Learning.
CVPRW2021ILCOC: An Incremental Learning Framework Based on Contrastive One-Class Classifiers.
CVPRW2021Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning.
CVPRW2021CLIP-Art: Contrastive Pre-Training for Fine-Grained Art Classification.
CVPRW2021Contrastive Learning for Natural Language-Based Vehicle Retrieval.
CVPRW2021Contrastive Learning for Sports Video: Unsupervised Player Classification.
CVPRW2020AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification.
ICCV2021Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Single-Source Domain Generalization.
ICCV2021CMC-COV19D: Contrastive Mixup Classification for COVID-19 Diagnosis.
ICCV2021Zero-Shot Learning via Contrastive Learning on Dual Knowledge Graphs.
ICCV2021ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets.
ICCV2021Contrastive Feature Loss for Image Prediction.
ICCV2021Video Contrastive Learning with Global Context.
ICCV2019Transferable Contrastive Network for Generalized Zero-Shot Learning.
ACL2021Contrastive Learning for Many-to-many Multilingual Neural Machine Translation.
ACL2021DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations.
ACL2021CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding.
ACL2021KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference.
ACL2021Self-Guided Contrastive Learning for BERT Sentence Representations.
ACL2021UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning.
ACL2021ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning.
ACL2021ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer.
ACL2021xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering.
ACL2021CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction.
ACL2021CLEVE: Contrastive Pre-training for Event Extraction.
ACL2021UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning.
ACL2021Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning.
ACL2021SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization.
ACL2021Contrastive Attention for Automatic Chest X-ray Report Generation.
ACL2021Contrastive Fine-tuning Improves Robustness for Neural Rankers.
ACL2021Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder.
ACL2021Bi-Granularity Contrastive Learning for Post-Training in Few-Shot Scene.
ACL2021Contrastive Aligned Joint Learning for Multilingual Summarization.
ACL2021Explaining NLP Models via Minimal Contrastive Editing (MiCE).
ACL2021Prompting Contrastive Explanations for Commonsense Reasoning Tasks.
ACL2020Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models.
ACL2020Contrastive Self-Supervised Learning for Commonsense Reasoning.
IJCAI2021Novelty Detection via Contrastive Learning with Negative Data Augmentation.
IJCAI2021Unsupervised Hashing with Contrastive Information Bottleneck.
IJCAI2021Towards Compact Single Image Super-Resolution via Contrastive Self-distillation.
IJCAI2021Masked Contrastive Learning for Anomaly Detection.
IJCAI2021Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning.
IJCAI2021Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation.
IJCAI2021CuCo: Graph Representation with Curriculum Contrastive Learning.
IJCAI2021Contrastive Model Invertion for Data-Free Knolwedge Distillation.
IJCAI2021RetCL: A Selection-based Approach for Retrosynthesis via Contrastive Learning.
IJCAI2021Contrastive Losses and Solution Caching for Predict-and-Optimize.
IJCAI2021Graph Debiased Contrastive Learning with Joint Representation Clustering.
IJCAI2021CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction.
TPAMI2022Contrastive Adaptation Network for Single- and Multi-Source Domain Adaptation.
JMLR2021Contrastive Estimation Reveals Topic Posterior Information to Linear Models.
AI2021Using state abstractions to compute personalized contrastive explanations for AI agent behavior.
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