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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets EMNLP 2021
Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models EMNLP 2021
The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color EMNLP 2021
Joint Multimedia Event Extraction from Video and Article EMNLP 2021
Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation EMNLP 2021
Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting CVPR 2021
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation CVPR 2021
Looking Into Your Speech: Learning Cross-Modal Affinity for Audio-Visual Speech Separation CVPR 2021
Predicting emergent linguistic compositions through time: Syntactic frame extension via multimodal chaining EMNLP 2021
Hitting your MARQ: Multimodal ARgument Quality Assessment in Long Debate Video EMNLP 2021
Structured Scene Memory for Vision-Language Navigation CVPR 2021
Robust Multimodal Vehicle Detection in Foggy Weather Using Complementary Lidar and Radar Signals CVPR 2021
RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words CVPR 2021
Towards Diverse Paragraph Captioning for Untrimmed Videos CVPR 2021
GLAVNet: Global-Local Audio-Visual Cues for Fine-Grained Material Recognition CVPR 2021
Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs CVPR 2021
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning CVPR 2021
Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net CVPR 2021
1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models SEMEVAL 2021
Human-Adversarial Visual Question Answering NIPS 2021
LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval WACV 2021
Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention WACV 2021
Multimodal Prototypical Networks for Few-Shot Learning WACV 2021
Vid2Int: Detecting Implicit Intention From Long Dialog Videos WACV 2021
The Laughing Machine: Predicting Humor in Video WACV 2021