{"total":44,"rows":[{"id":"2402.19479","title":"Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers","created":"2024-02-29","cited_by_count":393,"area":null},{"id":"2306.10125","title":"Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects","created":"2023-06-16","cited_by_count":99,"area":null},{"id":"2212.05590","title":"PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery","created":"2022-12-11","cited_by_count":87,"area":null},{"id":"2303.14080","title":"Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data","created":"2023-03-24","cited_by_count":69,"area":null},{"id":"2111.11821","title":"Learning Representation for Clustering via Prototype Scattering and Positive Sampling","created":"2021-11-23","cited_by_count":58,"area":null},{"id":"2303.11302","title":"Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning","created":"2023-03-20","cited_by_count":47,"area":null},{"id":"2310.11048","title":"Understanding Contrastive Learning via Distributionally Robust Optimization","created":"2023-10-17","cited_by_count":21,"area":null},{"id":"2501.12766","title":"NExtLong: Toward Effective Long-Context Training without Long Documents","created":"2025-01-22","cited_by_count":20,"area":null},{"id":"2206.02457","title":"Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives","created":"2022-06-06","cited_by_count":16,"area":null},{"id":"2402.17238","title":"Does Negative Sampling Matter? A Review with Insights into its Theory and Applications","created":"2024-02-27","cited_by_count":15,"area":null},{"id":"2310.08069","title":"Rethinking Negative Pairs in Code Search","created":"2023-10-12","cited_by_count":14,"area":null},{"id":"2207.11163","title":"Adaptive Soft Contrastive Learning","created":"2022-07-22","cited_by_count":13,"area":null},{"id":"2305.18238","title":"Multi-behavior Self-supervised Learning for Recommendation","created":"2023-05-22","cited_by_count":11,"area":null},{"id":"2410.01727","title":"Automated Knowledge Concept Annotation and Question Representation Learning for Knowledge Tracing","created":"2024-10-02","cited_by_count":11,"area":null},{"id":"2208.04060","title":"GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language Pre-training","created":"2022-08-08","cited_by_count":10,"area":null},{"id":"2402.11816","title":"Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning","created":"2024-02-19","cited_by_count":9,"area":null},{"id":"2210.09597","title":"Soft-Labeled Contrastive Pre-training for Function-level Code Representation","created":"2022-10-18","cited_by_count":7,"area":null},{"id":"2310.09781","title":"Negative Sampling with Adaptive Denoising Mixup for Knowledge Graph Embedding","created":"2023-10-15","cited_by_count":7,"area":null},{"id":"2406.02978","title":"Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond","created":"2024-06-05","cited_by_count":5,"area":null},{"id":"2406.13424","title":"Towards a multimodal framework for remote sensing image change retrieval and captioning","created":"2024-06-19","cited_by_count":5,"area":null},{"id":"2503.17024","title":"A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets","created":"2025-03-21","cited_by_count":5,"area":null},{"id":"2407.12463","title":"Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation","created":"2024-07-17","cited_by_count":4,"area":null},{"id":"2503.14998","title":"Tables Guide Vision: Learning to See the Heart through Tabular Data","created":"2025-03-19","cited_by_count":4,"area":null},{"id":"2512.10955","title":"Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization","created":"2025-12-11","cited_by_count":4,"area":null},{"id":"2601.20131","title":"Taxonomy of the Retrieval System Framework: Pitfalls and Paradigms","created":"2026-01-27","cited_by_count":4,"area":null},{"id":"2212.07158","title":"Establishing a stronger baseline for lightweight contrastive models","created":"2022-12-14","cited_by_count":3,"area":null},{"id":"2302.13170","title":"Partial Label Learning for Emotion Recognition from EEG","created":"2023-02-25","cited_by_count":3,"area":null},{"id":"2306.15868","title":"GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation","created":"2023-06-28","cited_by_count":3,"area":null},{"id":"2408.16448","title":"Enhancing Sound Source Localization via False Negative Elimination","created":"2024-08-29","cited_by_count":3,"area":null},{"id":"2306.16122","title":"Semantic Positive Pairs for Enhancing Visual Representation Learning of Instance Discrimination Methods","created":"2023-06-28","cited_by_count":2,"area":null},{"id":"2207.10862","title":"Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility","created":"2022-07-22","cited_by_count":1,"area":null},{"id":"2210.09234","title":"Improving Contrastive Learning on Visually Homogeneous Mars Rover Images","created":"2022-10-17","cited_by_count":1,"area":null},{"id":"2304.13181","title":"Sample-Specific Debiasing for Better Image-Text Models","created":"2023-04-25","cited_by_count":1,"area":null},{"id":"2306.10315","title":"FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue","created":"2023-06-17","cited_by_count":1,"area":null},{"id":"2311.00358","title":"Rethinking Samples Selection for Contrastive Learning: Mining of Potential Samples","created":"2023-11-01","cited_by_count":1,"area":null},{"id":"2502.20612","title":"Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning","created":"2025-02-28","cited_by_count":1,"area":null},{"id":"2505.12499","title":"Rebalancing Contrastive Alignment with Bottlenecked Semantic Increments in Text-Video Retrieval","created":"2025-05-18","cited_by_count":1,"area":null},{"id":"2511.03004","title":"Learning with less: label-efficient land cover classification at very high spatial resolution using self-supervised deep learning","created":"2025-11-04","cited_by_count":1,"area":null},{"id":"2205.13159","title":"HIRL: A General Framework for Hierarchical Image Representation Learning","created":"2022-05-26","cited_by_count":0,"area":null},{"id":"2603.13669","title":"SHAMISA: SHAped Modeling of Implicit Structural Associations for Self-supervised No-Reference Image Quality Assessment","created":"2026-03-14","cited_by_count":0,"area":null},{"id":"2606.02352","title":"Multi-modal Video Representation Alignment for Robust Self-supervised Driver Distraction Detection","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2607.00428","title":"HyFL-CLIP: Hyperbolic Fine-Tuning of CLIP for Robust Long-Context Understanding","created":"2026-07-01","cited_by_count":0,"area":null},{"id":"2607.14995","title":"Multimodal Semantic-Aware Contrastive Learning For False Negative Mitigation in 3D Medical Imaging","created":"2026-07-16","cited_by_count":0,"area":null},{"id":"2608.02907","title":"Bayesian Data Reweighting Improves Multimodal Retrieval for Knowledge-Based Visual Question Answering","created":"2026-08-03","cited_by_count":0,"area":null}],"next_cursor":null}