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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation EMNLP 2022
An Anchor-based Relative Position Embedding Method for Cross-Modal Tasks EMNLP 2022
Character-centric Story Visualization via Visual Planning and Token Alignment EMNLP 2022
Evaluating and Improving Factuality in Multimodal Abstractive Summarization EMNLP 2022
Entity-centered Cross-document Relation Extraction EMNLP 2022
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning EMNLP 2022
SHARE: a System for Hierarchical Assistive Recipe Editing EMNLP 2022
Visual Consensus Modeling for Video-Text Retrieval AAAI 2022
Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection AAAI 2022
Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding AAAI 2022
Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning AAAI 2022
Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification AAAI 2022
MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022
DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior AAAI 2022
Cross-Modal Object Tracking: Modality-Aware Representations and a Unified Benchmark AAAI 2022
Action-Aware Embedding Enhancement for Image-Text Retrieval AAAI 2022
Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking AAAI 2022
SimIPU: Simple 2D Image and 3D Point Cloud Unsupervised Pre-training for Spatial-Aware Visual Representations AAAI 2022
Exploring Motion and Appearance Information for Temporal Sentence Grounding AAAI 2022
OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing AAAI 2022
SyncTalkFace: Talking Face Generation with Precise Lip-Syncing via Audio-Lip Memory AAAI 2022
TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022
One-Shot Talking Face Generation from Single-Speaker Audio-Visual Correlation Learning AAAI 2022
Rethinking the Two-Stage Framework for Grounded Situation Recognition AAAI 2022