modality gap

Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 Pull It Together: Reducing the Modality Gap in Contrastive Learning Interspeech 2025 Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025 Two Effects, One Trigger: On the Modality Gap, Object Bias, and Information Imbalance in Contrastive Vision-Language Models ICLR 2025 Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models EMNLP 2025 Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions EMNLP 2025 Accept the Modality Gap: An Exploration in the Hyperbolic Space CVPR 2024 An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation NAACL 2024 Bridge the Modality and Capability Gaps in Vision-Language Model Selection NeurIPS 2024 C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation CVPR 2024 CLIP-FSAC: Boosting CLIP for Few-Shot Anomaly Classification with Synthetic Anomalies IJCAI 2024 Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment AAAI 2024 Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data ICLR 2024 Differentiable Robot Rendering CoRL 2024 Diffusion-Inspired Truncated Sampler for Text-Video Retrieval NeurIPS 2024 Facilitating Multimodal Classification via Dynamically Learning Modality Gap NeurIPS 2024 Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP 2024 Generating More Audios for End-to-End Spoken Language Understanding IJCAI 2024 Learning Modality Knowledge Alignment for Cross-Modality Transfer ICML 2024 Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024 On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning AAAI 2024 Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation CVPR 2024 AdaTranS: Adapting with Boundary-based Shrinking for End-to-End Speech Translation EMNLP 2023 DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training ICLR 2023 Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-Identification CVPR 2023