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Multimodal Learning

1257 directly classified papers

Papers per year

Papers

Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? EMNLP 2022
GHAN: Graph-Based Hierarchical Aggregation Network for Text-Video Retrieval EMNLP 2022
Extending Phrase Grounding with Pronouns in Visual Dialogues EMNLP 2022
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering EMNLP 2022
Ring That Bell: A Corpus and Method for Multimodal Metaphor Detection in Videos EMNLP 2022
Do Decoding Algorithms Capture Discourse Structure in Multi-Modal Tasks? A Case Study of Image Paragraph Generation EMNLP 2022
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features EMNLP 2022
Divert More Attention to Vision-Language Tracking NIPS 2022
One-Shot Talking Face Generation from Single-Speaker Audio-Visual Correlation Learning AAAI 2022
LAVT: Language-Aware Vision Transformer for Referring Image Segmentation CVPR 2022
Neural Collaborative Graph Machines for Table Structure Recognition CVPR 2022
Learning Affordance Grounding From Exocentric Images CVPR 2022
Fine-Grained Semantically Aligned Vision-Language Pre-Training NIPS 2022
MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-text Matching NIPS 2022
Cross-Modal Object Tracking: Modality-Aware Representations and a Unified Benchmark AAAI 2022
A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract) AAAI 2022
Bridging the Gap between Expression and Scene Text for Referring Expression Comprehension (Student Abstract) AAAI 2022
Cross-Modal Mutual Learning for Audio-Visual Speech Recognition and Manipulation AAAI 2022
Edge-Aware Guidance Fusion Network for RGB–Thermal Scene Parsing AAAI 2022
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022
Weakly-Supervised Generation and Grounding of Visual Descriptions With Conditional Generative Models CVPR 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning IJCNLP 2022
DAVIS: Driver’s Audio-Visual Speech recognition INTERSPEECH 2022
GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching WACV 2022