{"total":18,"rows":[{"id":"2411.07335","title":"Balancing Multimodal Training Through Game-Theoretic Regularization","created":"2024-11-11","cited_by_count":15,"area":null},{"id":"2506.11550","title":"Improving Multimodal Learning Balance and Sufficiency through Data Remixing","created":"2025-06-13","cited_by_count":8,"area":null},{"id":"2511.21331","title":"The More, the Merrier: Contrastive Fusion for Higher-Order Multimodal Alignment","created":"2025-11-26","cited_by_count":7,"area":null},{"id":"2510.24919","title":"Modality-Aware SAM: Sharpness-Aware-Minimization Driven Gradient Modulation for Harmonized Multimodal Learning","created":"2025-10-28","cited_by_count":2,"area":null},{"id":"2605.16165","title":"Second-Order Multi-Level Variance Correction for Modality Competition in Multimodal Models","created":"2026-05-15","cited_by_count":2,"area":null},{"id":"2510.14411","title":"Revisit Modality Imbalance at the Decision Layer","created":"2025-10-16","cited_by_count":1,"area":null},{"id":"2511.03488","title":"NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals","created":"2025-11-05","cited_by_count":1,"area":null},{"id":"2604.01833","title":"Language-Pretraining-Induced Bias: A Strong Foundation for General Vision Tasks","created":"2026-04-02","cited_by_count":1,"area":null},{"id":"2501.02564","title":"Balanced Multi-view Clustering","created":"2025-01-05","cited_by_count":0,"area":null},{"id":"2510.10986","title":"Mixup Helps Understanding Multimodal Video Better","created":"2025-10-13","cited_by_count":0,"area":null},{"id":"2511.00987","title":"Balanced Multimodal Learning via Mutual Information","created":"2025-11-02","cited_by_count":0,"area":null},{"id":"2605.28869","title":"Balancing Multimodal Learning through Label Space Reshaping","created":"2026-05-22","cited_by_count":0,"area":null},{"id":"2606.02221","title":"CORE-MTL: Rethinking Gradient Balancing via Causal Orthogonal Representations","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2606.09853","title":"SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2606.11614","title":"Information-Theoretic Decomposition for Multimodal Interaction Learning","created":"2026-06-10","cited_by_count":0,"area":null},{"id":"2607.09884","title":"ShapKO: Shapley-Adaptive Modality Knockout for Robust Multimodal Learning","created":"2026-07-10","cited_by_count":0,"area":null},{"id":"2608.24947","title":"CAT-GS: Balanced Multimodal Learning via Calibrated Gating and Fusion Surgery","created":"2026-08-24","cited_by_count":0,"area":null},{"id":"2609.35502","title":"Structured Latent Modeling for Supervised Multimodal Information Decomposition","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}