Multimodal Learning

RegionGPT: Towards Region Understanding Vision Language Model CVPR 2024 RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding CVPR 2024 Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024 Relational Learning in Pre-Trained Models: A Theory from Hypergraph Recovery Perspective ICML 2024 RELI11D: A Comprehensive Multimodal Human Motion Dataset and Method CVPR 2024 ReMI: A Dataset for Reasoning with Multiple Images NeurIPS 2024 ReplaceAnything3D: Text-Guided Object Replacement in 3D Scenes with Compositional Scene Representations NeurIPS 2024 Representation Surgery for Multi-Task Model Merging ICML 2024 Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes EMNLP 2024 Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective NeurIPS 2024 Rethinking Multi-view Representation Learning via Distilled Disentangling CVPR 2024 Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation CVPR 2024 Rethinking Reverse Distillation for Multi-Modal Anomaly Detection AAAI 2024 Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point AAAI 2024 Retrieval-Augmented Egocentric Video Captioning CVPR 2024 Retrieval-enriched zero-shot image classification in low-resource domains EMNLP 2024 Retrieval Evaluation for Long-Form and Knowledge-Intensive Image–Text Article Composition EMNLP 2024 Revisiting motion information for RGB-Event tracking with MOT philosophy NeurIPS 2024 Revisiting Multimodal Transformers for Tabular Data with Text Fields ACL 2024 RGB-X Object Detection via Scene-Specific Fusion Modules WACV 2024 RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation NeurIPS 2024 Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models ICML 2024 Robust Noisy Correspondence Learning with Equivariant Similarity Consistency CVPR 2024 RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models NeurIPS 2024 RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024