{"total":147,"rows":[{"id":"2106.04538","title":"What Makes Multi-modal Learning Better than Single (Provably)","created":"2021-06-08","cited_by_count":153,"area":null},{"id":"2108.05542","title":"AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing","created":"2021-08-12","cited_by_count":131,"area":null},{"id":"2203.12221","title":"Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably)","created":"2022-03-23","cited_by_count":122,"area":null},{"id":"2210.04142","title":"Deep Clustering: A Comprehensive Survey","created":"2022-10-09","cited_by_count":78,"area":null},{"id":"2105.03654","title":"Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning","created":"2021-05-08","cited_by_count":76,"area":null},{"id":"2210.17292","title":"M$^3$Care: Learning with Missing Modalities in Multimodal Healthcare Data","created":"2022-10-28","cited_by_count":72,"area":null},{"id":"2104.14362","title":"From Distributed Machine Learning to Federated Learning: A Survey","created":"2021-04-29","cited_by_count":66,"area":null},{"id":"2305.01233","title":"On Uni-Modal Feature Learning in Supervised Multi-Modal Learning","created":"2023-05-02","cited_by_count":53,"area":null},{"id":"2402.05391","title":"Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey","created":"2024-02-08","cited_by_count":53,"area":null},{"id":"2404.18947","title":"Multimodal Fusion on Low-quality Data: A Comprehensive Survey","created":"2024-04-27","cited_by_count":49,"area":null},{"id":"2110.12764","title":"Contrastive Learning for Neural Topic Model","created":"2021-10-25","cited_by_count":48,"area":null},{"id":"2207.02127","title":"A survey of multimodal deep generative models","created":"2022-07-05","cited_by_count":47,"area":null},{"id":"2502.20056","title":"Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation","created":"2025-02-27","cited_by_count":42,"area":null},{"id":"2208.08040","title":"A Survey on Incomplete Multi-view Clustering","created":"2022-08-17","cited_by_count":31,"area":null},{"id":"2202.07145","title":"GAN-generated Faces Detection: A Survey and New Perspectives","created":"2022-02-15","cited_by_count":30,"area":null},{"id":"2304.01829","title":"A Survey on Vertical Federated Learning: From a Layered Perspective","created":"2023-04-04","cited_by_count":30,"area":null},{"id":"2102.03147","title":"Learning Conjoint Attentions for Graph Neural Nets","created":"2021-02-05","cited_by_count":26,"area":null},{"id":"2304.01429","title":"Learning from data with structured missingness","created":"2023-04-04","cited_by_count":24,"area":null},{"id":"2107.11508","title":"Imbalanced Big Data Oversampling: Taxonomy, Algorithms, Software, Guidelines and Future Directions","created":"2021-07-24","cited_by_count":21,"area":null},{"id":"2109.01657","title":"A Multi-view Multi-task Learning Framework for Multi-variate Time Series Forecasting","created":"2021-09-02","cited_by_count":21,"area":null},{"id":"2102.07751","title":"Deep Co-Attention Network for Multi-View Subspace Learning","created":"2021-02-15","cited_by_count":17,"area":null},{"id":"2311.03828","title":"Multi-view Information Integration and Propagation for Occluded Person Re-identification","created":"2023-11-07","cited_by_count":16,"area":null},{"id":"2106.09170","title":"A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams","created":"2021-06-16","cited_by_count":15,"area":null},{"id":"2109.00922","title":"Improving Multimodal fusion via Mutual Dependency Maximisation","created":"2021-08-31","cited_by_count":15,"area":null},{"id":"2108.11154","title":"Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation","created":"2021-08-25","cited_by_count":14,"area":null},{"id":"2105.01603","title":"Federated Multi-View Learning for Private Medical Data Integration and Analysis","created":"2021-05-04","cited_by_count":12,"area":null},{"id":"2302.14460","title":"Interpretable and intervenable ultrasonography-based machine learning models for pediatric appendicitis","created":"2023-02-28","cited_by_count":11,"area":null},{"id":"2102.09342","title":"FedMood: Federated Learning on Mobile Health Data for Mood Detection","created":"2021-02-06","cited_by_count":10,"area":null},{"id":"2210.01559","title":"Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis","created":"2022-10-02","cited_by_count":10,"area":null},{"id":"2404.15523","title":"Understanding Hyperbolic Metric Learning through Hard Negative Sampling","created":"2024-04-23","cited_by_count":10,"area":null},{"id":"2204.00665","title":"CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation","created":"2022-04-01","cited_by_count":9,"area":null},{"id":"2305.18888","title":"A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning","created":"2023-05-30","cited_by_count":9,"area":null},{"id":"2311.13718","title":"A Unified Approach to Count-Based Weakly-Supervised Learning","created":"2023-11-22","cited_by_count":9,"area":null},{"id":"2403.15422","title":"Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A Review","created":"2024-03-12","cited_by_count":9,"area":null},{"id":"2406.19602","title":"A Survey on Deep Clustering: From the Prior Perspective","created":"2024-06-28","cited_by_count":9,"area":null},{"id":"2105.07599","title":"Disentangled Variational Information Bottleneck for Multiview Representation Learning","created":"2021-05-17","cited_by_count":8,"area":null},{"id":"2109.09587","title":"Recommender systems based on graph embedding techniques: A comprehensive review","created":"2021-09-20","cited_by_count":8,"area":null},{"id":"2206.02583","title":"Consensus Learning for Cooperative Multi-Agent Reinforcement Learning","created":"2022-06-06","cited_by_count":8,"area":null},{"id":"2305.12011","title":"Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data","created":"2023-05-19","cited_by_count":8,"area":null},{"id":"2101.06763","title":"Multi-view Data Visualisation via Manifold Learning","created":"2021-01-17","cited_by_count":7,"area":null},{"id":"2104.08675","title":"Dual-View Distilled BERT for Sentence Embedding","created":"2021-04-18","cited_by_count":7,"area":null},{"id":"2210.05102","title":"Pre-Training Representations of Binary Code Using Contrastive Learning","created":"2022-10-11","cited_by_count":6,"area":null},{"id":"2302.05788","title":"Fairness-aware Multi-view Clustering","created":"2023-02-11","cited_by_count":6,"area":null},{"id":"2304.10282","title":"The Seven Worlds and Experiences of the Wireless Metaverse: Challenges and Opportunities","created":"2023-04-20","cited_by_count":6,"area":null},{"id":"2308.15605","title":"Benchmarks for Detecting Measurement Tampering","created":"2023-08-29","cited_by_count":6,"area":null},{"id":"2312.14763","title":"Enhanced Latent Multi-view Subspace Clustering","created":"2023-12-22","cited_by_count":6,"area":null},{"id":"2402.02357","title":"Multi-modal Causal Structure Learning and Root Cause Analysis","created":"2024-02-04","cited_by_count":6,"area":null},{"id":"2105.11549","title":"Deep Descriptive Clustering","created":"2021-05-24","cited_by_count":5,"area":null},{"id":"2108.04423","title":"Semi-supervised classification of radiology images with NoTeacher: A Teacher that is not Mean","created":"2021-08-10","cited_by_count":5,"area":null},{"id":"2209.07811","title":"Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity","created":"2022-09-16","cited_by_count":5,"area":null},{"id":"2302.07145","title":"Practical Cross-System Shilling Attacks with Limited Access to Data","created":"2023-02-14","cited_by_count":5,"area":null},{"id":"2302.13339","title":"MCoCo: Multi-level Consistency Collaborative Multi-view Clustering","created":"2023-02-26","cited_by_count":5,"area":null},{"id":"2310.06383","title":"What Makes for Robust Multi-Modal Models in the Face of Missing Modalities?","created":"2023-10-10","cited_by_count":5,"area":null},{"id":"2312.12021","title":"Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction","created":"2023-12-19","cited_by_count":5,"area":null},{"id":"2104.01716","title":"Quaternion Factorization Machines: A Lightweight Solution to Intricate Feature Interaction Modelling","created":"2021-04-05","cited_by_count":4,"area":null},{"id":"2107.01390","title":"Memory and attention in deep learning","created":"2021-07-03","cited_by_count":4,"area":null},{"id":"2209.13702","title":"Reasoning over Multi-view Knowledge Graphs","created":"2022-09-27","cited_by_count":4,"area":null},{"id":"2210.06795","title":"Subspace-Contrastive Multi-View Clustering","created":"2022-10-13","cited_by_count":4,"area":null},{"id":"2303.04366","title":"Semantically Consistent Multi-view Representation Learning","created":"2023-03-08","cited_by_count":4,"area":null},{"id":"2410.15108","title":"The shape of the brain's connections is predictive of cognitive performance: an explainable machine learning study","created":"2024-10-19","cited_by_count":4,"area":null},{"id":"2411.10224","title":"EVOKE: Elevating Chest X-ray Report Generation via Multi-View Contrastive Learning and Patient-Specific Knowledge","created":"2024-11-15","cited_by_count":4,"area":null},{"id":"2501.02786","title":"CCStereo: Audio-Visual Contextual and Contrastive Learning for Binaural Audio Generation","created":"2025-01-06","cited_by_count":4,"area":null},{"id":"2503.14024","title":"Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection","created":"2025-03-18","cited_by_count":4,"area":null},{"id":"2106.02792","title":"Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains","created":"2021-06-05","cited_by_count":3,"area":null},{"id":"2110.00385","title":"Neural Dependency Coding inspired Multimodal Fusion","created":"2021-09-28","cited_by_count":3,"area":null},{"id":"2112.02611","title":"Multi-View Active Learning for Short Text Classification in User-Generated Data","created":"2021-12-05","cited_by_count":3,"area":null},{"id":"2201.04726","title":"Multi-View Non-negative Matrix Factorization Discriminant Learning via Cross Entropy Loss","created":"2022-01-08","cited_by_count":3,"area":null},{"id":"2206.09548","title":"Variational Distillation for Multi-View Learning","created":"2022-06-20","cited_by_count":3,"area":null},{"id":"2406.15043","title":"Discovering Common Information in Multi-view Data","created":"2024-06-21","cited_by_count":3,"area":null},{"id":"2408.10292","title":"Leveraging Superfluous Information in Contrastive Representation Learning","created":"2024-08-19","cited_by_count":3,"area":null},{"id":"2412.07282","title":"HARP: Hesitation-Aware Reframing in Transformer Inference Pass","created":"2024-12-10","cited_by_count":3,"area":null},{"id":"2412.08973","title":"Is Contrastive Distillation Enough for Learning Comprehensive 3D Representations?","created":"2024-12-12","cited_by_count":3,"area":null},{"id":"2305.05374","title":"HybridNet: Dual-Branch Fusion of Geometrical and Topological Views for VLSI Congestion Prediction","created":"2023-05-07","cited_by_count":2,"area":null},{"id":"2310.07166","title":"Anchor-based Multi-view Subspace Clustering with Hierarchical Feature Descent","created":"2023-10-11","cited_by_count":2,"area":null},{"id":"2401.01048","title":"PAC-Bayesian Domain Adaptation Bounds for Multi-view learning","created":"2024-01-02","cited_by_count":2,"area":null},{"id":"2401.06251","title":"Semantic-Preserving Feature Partitioning for Multi-View Ensemble Learning","created":"2024-01-11","cited_by_count":2,"area":null},{"id":"2409.10075","title":"Steinmetz Neural Networks for Complex-Valued Data","created":"2024-09-16","cited_by_count":2,"area":null},{"id":"2501.13332","title":"Co-Learning Bayesian Optimization","created":"2025-01-23","cited_by_count":2,"area":null},{"id":"2506.03155","title":"Fusing Cross-Domain Knowledge from Multimodal Data to Solve Problems in the Physical World","created":"2025-05-20","cited_by_count":2,"area":null},{"id":"2506.12408","title":"PROTOCOL: Partial Optimal Transport-enhanced Contrastive Learning for Imbalanced Multi-view Clustering","created":"2025-06-14","cited_by_count":2,"area":null},{"id":"2604.02610","title":"Structure-Preserving Multi-View Embedding Using Gromov-Wasserstein Optimal Transport","created":"2026-04-03","cited_by_count":2,"area":null},{"id":"2606.03810","title":"Consistency Training Can Entrench Misalignment","created":"2026-06-02","cited_by_count":2,"area":null},{"id":"2104.11867","title":"Exploring Multi-dimensional Data via Subset Embedding","created":"2021-04-24","cited_by_count":1,"area":null},{"id":"2105.04984","title":"A Comparison of Multi-View Learning Strategies for Satellite Image-Based Real Estate Appraisal","created":"2021-05-11","cited_by_count":1,"area":null},{"id":"2108.00231","title":"Distributed Learning for Time-varying Networks: A Scalable Design","created":"2021-07-31","cited_by_count":1,"area":null},{"id":"2109.02344","title":"Information Theory-Guided Heuristic Progressive Multi-View Coding","created":"2021-09-06","cited_by_count":1,"area":null},{"id":"2201.01079","title":"Incomplete Multi-View Weak-Label Learning with Noisy Features and Imbalanced Labels","created":"2022-01-04","cited_by_count":1,"area":null},{"id":"2205.02507","title":"Explicit View-labels Matter: A Multifacet Complementarity Study of Multi-view Clustering","created":"2022-05-05","cited_by_count":1,"area":null},{"id":"2208.07196","title":"Determining HEDP Foams' Quality with Multi-View Deep Learning Classification","created":"2022-08-10","cited_by_count":1,"area":null},{"id":"2212.10197","title":"EIT: Enhanced Interactive Transformer","created":"2022-12-20","cited_by_count":1,"area":null},{"id":"2301.01038","title":"Heterogeneous Domain Adaptation and Equipment Matching: DANN-based Alignment with Cyclic Supervision (DBACS)","created":"2023-01-03","cited_by_count":1,"area":null},{"id":"2305.19726","title":"Learning Representations without Compositional Assumptions","created":"2023-05-31","cited_by_count":1,"area":null},{"id":"2305.19992","title":"A Nested Matrix-Tensor Model for Noisy Multi-view Clustering","created":"2023-05-31","cited_by_count":1,"area":null},{"id":"2307.01558","title":"Scalable variable selection for two-view learning tasks with projection operators","created":"2023-07-04","cited_by_count":1,"area":null},{"id":"2402.16383","title":"Self Supervised Correlation-based Permutations for Multi-View Clustering","created":"2024-02-26","cited_by_count":1,"area":null},{"id":"2404.17894","title":"Unpaired Multi-view Clustering via Reliable View Guidance","created":"2024-04-27","cited_by_count":1,"area":null},{"id":"2404.18976","title":"Foundations of Multisensory Artificial Intelligence","created":"2024-04-29","cited_by_count":1,"area":null},{"id":"2407.01247","title":"Multi-level Reliable Guidance for Unpaired Multi-view Clustering","created":"2024-07-01","cited_by_count":1,"area":null},{"id":"2410.22983","title":"Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering","created":"2024-10-30","cited_by_count":1,"area":null},{"id":"2411.06276","title":"Multi-View Majority Vote Learning Algorithms: Direct Minimization of PAC-Bayesian Bounds","created":"2024-11-09","cited_by_count":1,"area":null}],"next_cursor":"100"}