Multimodal Learning

FairCLIP: Harnessing Fairness in Vision-Language Learning CVPR 2024 FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication CVPR 2024 FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs ICLR 2024 Fair Federated Learning with Biased Vision-Language Models ACL 2024 FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024 Faithful Chart Summarization with ChaTS-Pi ACL 2024 FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models EMNLP 2024 Familiar and Unfamiliar Speaker Identification in Speech and Singing Interspeech 2024 FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model EMNLP 2024 FastScene: Text-Driven Fast Indoor 3D Scene Generation via Panoramic Gaussian Splatting IJCAI 2024 Fast-Slow Test-Time Adaptation for Online Vision-and-Language Navigation ICML 2024 Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization ICML 2024 FAVOR: Full-Body AR-Driven Virtual Object Rearrangement Guided by Instruction Text AAAI 2024 FBK@IWSLT Test Suites Task: Gender Bias evaluation with MuST-SHE ACL 2024 FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning AAAI 2024 Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks AISTATS 2024 Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method NeurIPS 2024 Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation AAAI 2024 Federated Text-driven Prompt Generation for Vision-Language Models ICLR 2024 FedMBridge: Bridgeable Multimodal Federated Learning ICML 2024 FeedForward at SemEval-2024 Task 10: Trigger and sentext-height enriched emotion analysis in multi-party conversations SemEval 2024 FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024 Ferret: Refer and Ground Anything Anywhere at Any Granularity ICLR 2024 Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language AAAI 2024 Few-Shot Adversarial Prompt Learning on Vision-Language Models NeurIPS 2024