{"total":20,"rows":[{"id":"2412.16334","title":"DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment","created":"2024-12-20","cited_by_count":79,"area":null},{"id":"2406.10462","title":"CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation","created":"2024-06-15","cited_by_count":23,"area":null},{"id":"2410.09704","title":"EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation","created":"2024-10-13","cited_by_count":18,"area":null},{"id":"2507.22264","title":"SmartCLIP: Modular Vision-language Alignment with Identification Guarantees","created":"2025-07-29","cited_by_count":14,"area":null},{"id":"2504.10143","title":"On the Value of Cross-Modal Misalignment in Multimodal Representation Learning","created":"2025-04-14","cited_by_count":10,"area":null},{"id":"2504.08368","title":"FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations","created":"2025-04-11","cited_by_count":4,"area":null},{"id":"2508.14130","title":"EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition","created":"2025-08-19","cited_by_count":4,"area":null},{"id":"2503.04780","title":"MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model","created":"2025-02-23","cited_by_count":2,"area":null},{"id":"2505.11939","title":"FOCAL: Fine-Grained Optimal-Transport-Driven Contrastive Alignment of Language and ECGs with Waveform Enhancement","created":"2025-05-17","cited_by_count":2,"area":null},{"id":"2512.06662","title":"Personalized Image Descriptions from Attention Sequences","created":"2025-12-07","cited_by_count":2,"area":null},{"id":"2512.11141","title":"Learning complete and explainable visual representations from itemized text supervision","created":"2025-12-11","cited_by_count":2,"area":null},{"id":"2505.24088","title":"Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting","created":"2025-05-30","cited_by_count":1,"area":null},{"id":"2507.09961","title":"Text-Driven Causal Representation Learning for Source-Free Domain Generalization","created":"2025-07-14","cited_by_count":1,"area":null},{"id":"2510.04770","title":"Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning","created":"2025-10-06","cited_by_count":1,"area":null},{"id":"2602.02381","title":"Self-Supervised Learning from Structural Invariance","created":"2026-02-02","cited_by_count":1,"area":null},{"id":"2606.19584","title":"Language-Instructed Vision Embeddings for Controllable and Generalizable Perception","created":"2026-06-17","cited_by_count":1,"area":null},{"id":"2412.01725","title":"Attacks on multimodal models","created":"2024-12-02","cited_by_count":0,"area":null},{"id":"2507.21015","title":"Learning Transferable Facial Emotion Representations from Large-Scale Semantically Rich Captions","created":"2025-07-28","cited_by_count":0,"area":null},{"id":"2603.25722","title":"No Hard Negatives Required: Concept Centric Learning Leads to Compositionality without Degrading Zero-shot Capabilities of Contrastive Models","created":"2026-03-26","cited_by_count":0,"area":null},{"id":"2609.33353","title":"Focus and Supplement: Dual-Enhanced Vision Transformer for Multi-Class Anomaly Classification","created":"2026-09-27","cited_by_count":0,"area":null}],"next_cursor":null}