visual-language alignment

UFVideo: Towards Unified Fine-Grained Video Cooperative Understanding with Large Language Models CVPR 2026 FOR: Finetuning for Object Level Open Vocabulary Image Retrieval WACV 2025 Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025 Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025 Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025 Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025 Region-aware Difference Distilling with Attribute-guided Contrastive Regularization for Change Captioning AAAI 2025 Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024 CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer AAAI 2024 MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension EMNLP 2024 Osprey: Pixel Understanding with Visual Instruction Tuning CVPR 2024 Towards Efficient Visual-Language Alignment of the Q-Former for Visual Reasoning Tasks EMNLP 2024 Unified Lexical Representation for Interpretable Visual-Language Alignment NeurIPS 2024 Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering CVPR 2023 Learning to Taste: A Multimodal Wine Dataset NeurIPS 2023 Re-mine, Learn and Reason: Exploring the Cross-modal Semantic Correlations for Language-guided HOI detection ICCV 2023 Semantic-Conditional Diffusion Networks for Image Captioning CVPR 2023 Rethinking Multi-Modal Alignment in Multi-Choice VideoQA from Feature and Sample Perspectives EMNLP 2022 Learning To Segment Actions From Visual and Language Instructions via Differentiable Weak Sequence Alignment CVPR 2021 Probabilistic Embeddings for Cross-Modal Retrieval CVPR 2021 Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding EMNLP 2021 DEBUG: A Dense Bottom-Up Grounding Approach for Natural Language Video Localization EMNLP 2019