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multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

Multimodal Intent Discovery from Livestream Videos NAACL 2022
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features CVPR 2022
Neural Collaborative Graph Machines for Table Structure Recognition CVPR 2022
HOP: History-and-Order Aware Pre-Training for Vision-and-Language Navigation CVPR 2022
Multimodal Conversation Modelling for Topic Derailment Detection EMNLP 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings EMNLP 2022
Towards Better Semantic Understanding of Mobile Interfaces COLING 2022
A Survey on Multimodal Disinformation Detection COLING 2022
Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022
Egocentric Scene Understanding via Multimodal Spatial Rectifier CVPR 2022
Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations IJCNLP 2022
What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? IJCNLP 2022
Attribute-Based Progressive Fusion Network for RGBT Tracking AAAI 2022
Transformer-based Localization from Embodied Dialog with Large-scale Pre-training IJCNLP 2022
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech AAAI 2022
Worst of Both Worlds: Biases Compound in Pre-trained Vision-and-Language Models NAACL 2022
Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora IJCNLP 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval EMNLP 2022
LAION-5B: An open large-scale dataset for training next generation image-text models NIPS 2022
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks NIPS 2022
Detecting Dementia from Long Neuropsychological Interviews EMNLP 2022
Self-supervised Cross-modal Pretraining for Speech Emotion Recognition and Sentiment Analysis EMNLP 2022
A Multimodal Strategy for Singing Language Identification INTERSPEECH 2022
KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation NAACL 2022
GreaseVision: Rewriting the Rules of the Interface NAACL 2022