{"total":14,"rows":[{"id":"2411.02837","title":"On the Comparison between Multi-modal and Single-modal Contrastive Learning","created":"2024-11-05","cited_by_count":10,"area":null},{"id":"2510.16335","title":"On the Provable Importance of Gradients for Language-Assisted Image Clustering","created":"2025-10-18","cited_by_count":8,"area":null},{"id":"2505.12473","title":"Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables","created":"2025-05-18","cited_by_count":7,"area":null},{"id":"2404.19228","title":"Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metric","created":"2024-04-30","cited_by_count":6,"area":null},{"id":"2406.03944","title":"Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples","created":"2024-06-06","cited_by_count":5,"area":null},{"id":"2602.00797","title":"Zero-Flow Encoders","created":"2026-01-31","cited_by_count":4,"area":null},{"id":"2506.03096","title":"FuseLIP: Multimodal Embeddings via Early Fusion of Discrete Tokens","created":"2025-06-03","cited_by_count":3,"area":null},{"id":"2410.09156","title":"On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning","created":"2024-10-11","cited_by_count":2,"area":null},{"id":"2510.15508","title":"Theoretical Refinement of CLIP by Utilizing Linear Structure of Optimal Similarity","created":"2025-10-17","cited_by_count":2,"area":null},{"id":"2412.03093","title":"Expanding Event Modality Applications through a Robust CLIP-Based Encoder","created":"2024-12-04","cited_by_count":1,"area":null},{"id":"2601.02927","title":"PrismVAU: Prompt-Refined Inference System for Multimodal Video Anomaly Understanding","created":"2026-01-06","cited_by_count":1,"area":null},{"id":"2512.14230","title":"Understanding the Gain from Data Filtering in Multimodal Contrastive Learning","created":"2025-12-16","cited_by_count":0,"area":null},{"id":"2605.11881","title":"Learning Subspace-Preserving Sparse Attention Graphs from Heterogeneous Multiview Data","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2608.13751","title":"CAST: Closed-form Analytic Semantic Transfer for Zero-Shot Classifier Extension","created":"2026-08-13","cited_by_count":0,"area":null}],"next_cursor":null}