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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

Visual Elements Mining as Prompts for Instruction Learning for Target-Oriented Multimodal Sentiment Classification EMNLP 2023
Toward Joint Language Modeling for Speech Units and Text EMNLP 2023
Measure Children’s Mindreading Ability with Machine Reading EMNLP 2023
Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023
Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection EMNLP 2023
Emotion Prompting for Speech Emotion Recognition INTERSPEECH 2023
Audio Retrieval with WavText5K and CLAP Training INTERSPEECH 2023
Cola: A Benchmark for Compositional Text-to-image Retrieval NIPS 2023
StressID: a Multimodal Dataset for Stress Identification NIPS 2023
DataComp: In search of the next generation of multimodal datasets NIPS 2023
MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data NIPS 2023
HAD-ANC: A Hybrid System Comprising an Adaptive Filter and Deep Neural Networks for Active Noise Control INTERSPEECH 2023
SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition INTERSPEECH 2023
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NIPS 2022
Analyzing Modality Robustness in Multimodal Sentiment Analysis NAACL 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes COLING 2022
Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations IJCNLP 2022
Everything at Once - Multi-Modal Fusion Transformer for Video Retrieval CVPR 2022
A Simple Multi-Modality Transfer Learning Baseline for Sign Language Translation CVPR 2022
Mutual Information-Driven Pan-Sharpening CVPR 2022
End-to-End Referring Video Object Segmentation With Multimodal Transformers CVPR 2022
Object-Aware Video-Language Pre-Training for Retrieval CVPR 2022
Modeling Motion With Multi-Modal Features for Text-Based Video Segmentation CVPR 2022
Learning Multi-View Aggregation in the Wild for Large-Scale 3D Semantic Segmentation CVPR 2022
Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation CVPR 2022