Multimodal Learning

DCoT: Dual Chain-of-Thought Prompting for Large Multimodal Models ACML 2024 DCU ADAPT at WMT24: English to Low-resource Multi-Modal Translation Task EMNLP 2024 Debiasing Multimodal Sarcasm Detection with Contrastive Learning AAAI 2024 Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models ECCV 2024 DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning ICML 2024 Decomposing Semantic Shifts for Composed Image Retrieval AAAI 2024 DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection ICML 2024 Decouple Content and Motion for Conditional Image-to-Video Generation AAAI 2024 Deep Correlated Prompting for Visual Recognition with Missing Modalities NeurIPS 2024 DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NeurIPS 2024 Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species WACV 2024 DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NeurIPS 2024 Dense Connector for MLLMs NeurIPS 2024 DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection CVPR 2024 Detecting and Preventing Hallucinations in Large Vision Language Models AAAI 2024 DetectiveReDASers at HSD-2Lang 2024: A New Pooling Strategy with Cross-lingual Augmentation and Ensembling for Hate Speech Detection in Low-resource Languages EACL 2024 DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ NeurIPS 2024 DevBench: A multimodal developmental benchmark for language learning NeurIPS 2024 DeWinder: Single-Channel Wind Noise Reduction using Ultrasound Sensing Interspeech 2024 DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval AAAI 2024 DIEM: Decomposition-Integration Enhancing Multimodal Insights CVPR 2024 DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification WACV 2024 Differentiable Auxiliary Learning for Sketch Re-Identification AAAI 2024 Differentially Private Representation Learning via Image Captioning ICML 2024 Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs EMNLP 2024