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Multimodal Learning

1257 directly classified papers

Papers per year

Papers

Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval CVPR 2023
CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data CVPR 2023
VindLU: A Recipe for Effective Video-and-Language Pretraining CVPR 2023
Delivering Arbitrary-Modal Semantic Segmentation CVPR 2023
Improving Vision-and-Language Navigation by Generating Future-View Image Semantics CVPR 2023
Revisiting Temporal Modeling for CLIP-Based Image-to-Video Knowledge Transferring CVPR 2023
Pic2Word: Mapping Pictures to Words for Zero-Shot Composed Image Retrieval CVPR 2023
Visual Prediction Improves Zero-Shot Cross-Modal Machine Translation EMNLP 2023
D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023
A Multi-Modal Multilingual Benchmark for Document Image Classification EMNLP 2023
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition EMNLP 2023
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts EMNLP 2023
Scene Graph Enhanced Pseudo-Labeling for Referring Expression Comprehension EMNLP 2023
Scaling Vision-Language Models with Sparse Mixture of Experts EMNLP 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023
Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023
Seeing What You Miss: Vision-Language Pre-Training With Semantic Completion Learning CVPR 2023
Hierarchical Semantic Correspondence Networks for Video Paragraph Grounding CVPR 2023
Aligning Step-by-Step Instructional Diagrams to Video Demonstrations CVPR 2023
MemeCap: A Dataset for Captioning and Interpreting Memes EMNLP 2023
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023
ESPVR: Entity Spans Position Visual Regions for Multimodal Named Entity Recognition EMNLP 2023
Hierarchical Fusion for Online Multimodal Dialog Act Classification EMNLP 2023
MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023
Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification EMNLP 2023