{"total":15,"rows":[{"id":"2504.02122","title":"Overcoming Vocabulary Constraints with Pixel-level Fallback","created":"2025-04-02","cited_by_count":6,"area":null},{"id":"2601.18525","title":"Closing the Modality Gap Aligns Group-Wise Semantics","created":"2026-01-26","cited_by_count":5,"area":null},{"id":"2603.29080","title":"Is the Modality Gap a Bug or a Feature? A Robustness Perspective","created":"2026-03-30","cited_by_count":5,"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":"2505.23732","title":"EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast","created":"2025-05-29","cited_by_count":1,"area":null},{"id":"2601.21670","title":"Diverse via bounded Agreement: Geometric Regularization for Multimodal Fusion","created":"2026-01-29","cited_by_count":1,"area":null},{"id":"2602.20046","title":"Closing the gap in multimodal medical representation alignment","created":"2026-02-23","cited_by_count":1,"area":null},{"id":"2509.11054","title":"Rate-Distortion Limits for Multimodal Retrieval: Theory, Optimal Codes, and Finite-Sample Guarantees","created":"2025-09-14","cited_by_count":0,"area":null},{"id":"2509.24431","title":"Semantic Compression via Multimodal Representation Learning","created":"2025-09-29","cited_by_count":0,"area":null},{"id":"2512.13511","title":"Adapting MLLMs for Nuanced Video Retrieval","created":"2025-12-15","cited_by_count":0,"area":null},{"id":"2605.29628","title":"COMET: Concept Space Dissection of the Modality Gap in Audio-Text Multimodal Contrastive Embeddings","created":"2026-05-28","cited_by_count":0,"area":null},{"id":"2609.01103","title":"When Modality Gap Reduction Fails: Prediction-Level Hubness in CLIP","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.07540","title":"TeMo: Temperature Modulation for Multimodal Contrastive Learning","created":"2026-09-07","cited_by_count":0,"area":null},{"id":"2609.28086","title":"LAYERSCOPE: A Layerwise Characterization of Video and Multimodal Learned Representations","created":"2026-09-23","cited_by_count":0,"area":null},{"id":"2610.16135","title":"Omni-Modal LLMs Know More Than They Say","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}