Multimodal Learning

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models ICLR 2024 Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval EMNLP 2024 Comparison of Conventional Hybrid and CTC/Attention Decoders for Continuous Visual Speech Recognition COLING 2024 Complementary-Contradictory Feature Regularization Against Multimodal Overfitting WACV 2024 Composing Object Relations and Attributes for Image-Text Matching CVPR 2024 Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions AAAI 2024 Compositional 3D-aware Video Generation with LLM Director NeurIPS 2024 Compositional Chain-of-Thought Prompting for Large Multimodal Models CVPR 2024 Compositional Text-to-Image Generation with Dense Blob Representations ICML 2024 Computational Linguistics for Brain Encoding and Decoding: Principles, Practices and Beyond ACL 2024 Computational Meme Understanding: A Survey EMNLP 2024 ConceptFactory: Facilitate 3D Object Knowledge Annotation with Object Conceptualization NeurIPS 2024 Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024 Concept-skill Transferability-based Data Selection for Large Vision-Language Models EMNLP 2024 ConCon-Chi: Concept-Context Chimera Benchmark for Personalized Vision-Language Tasks CVPR 2024 Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment AAAI 2024 ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings ACL 2024 Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NeurIPS 2024 ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs NeurIPS 2024 Consistent3D: Towards Consistent High-Fidelity Text-to-3D Generation with Deterministic Sampling Prior CVPR 2024 Consistent Multimodal Generation via a Unified GAN Framework WACV 2024 Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge NeurIPS 2024 CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models EMNLP 2024 Content-Specific Humorous Image Captioning Using Incongruity Resolution Chain-of-Thought NAACL 2024 Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth CVPR 2024