Multimodal Learning

Creative Problem Solving in Large Language and Vision Models - What Would it Take? EMNLP 2024 CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping ICLR 2024 CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection ICML 2024 CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues AAAI 2024 CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers ICML 2024 Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval AAAI 2024 Cross-Modal Denoising: A Novel Training Paradigm for Enhancing Speech-Image Retrieval Interspeech 2024 Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering AAAI 2024 Cross-modal Features Interaction-and-Aggregation Network with Self-consistency Training for Speech Emotion Recognition Interspeech 2024 Cross-Modal Match for Language Conditioned 3D Object Grounding AAAI 2024 Cross-Modal Projection in Multimodal LLMs Doesn’t Really Project Visual Attributes to Textual Space ACL 2024 Cross-modal Representation Flattening for Multi-modal Domain Generalization NeurIPS 2024 CTC-aligned Audio-Text Embedding for Streaming Open-vocabulary Keyword Spotting Interspeech 2024 C-TPT: Calibrated Test-Time Prompt Tuning for Vision-Language Models via Text Feature Dispersion ICLR 2024 CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection Interspeech 2024 CTSM: Combining Trait and State Emotions for Empathetic Response Model COLING 2024 CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies EMNLP 2024 CultureLLM: Incorporating Cultural Differences into Large Language Models NeurIPS 2024 CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts NeurIPS 2024 Curriculum Learning Meets Directed Acyclic Graph for Multimodal Emotion Recognition COLING 2024 Curriculum Masking in Vision-Language Pretraining to Maximize Cross Modal Interaction NAACL 2024 Customization Assistant for Text-to-Image Generation CVPR 2024 Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning NeurIPS 2024 CustomListener: Text-guided Responsive Interaction for User-friendly Listening Head Generation CVPR 2024 Custom wake word detection Interspeech 2024