Multimodal Learning

Cross-Modal Center Loss for 3D Cross-Modal Retrieval CVPR 2021 Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting CVPR 2021 Cross Modal Focal Loss for RGBD Face Anti-Spoofing CVPR 2021 Cross-Modal Retrieval Augmentation for Multi-Modal Classification EMNLP 2021 CRSLab: An Open-Source Toolkit for Building Conversational Recommender System ACL 2021 CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations EMNLP 2021 Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation CVPR 2021 Data-QuestEval: A Referenceless Metric for Data-to-Text Semantic Evaluation EMNLP 2021 Deep Burst Super-Resolution CVPR 2021 Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing AAAI 2021 Deep Mutual Information Maximin for Cross-Modal Clustering AAAI 2021 Deep RGB-D Saliency Detection With Depth-Sensitive Attention and Automatic Multi-Modal Fusion CVPR 2021 Defending Multimodal Fusion Models Against Single-Source Adversaries CVPR 2021 Detecting Propaganda Techniques in Memes ACL 2021 Dialogue Situation Recognition for Everyday Conversation Using Multimodal Information Interspeech 2021 Dictionary-Guided Scene Text Recognition CVPR 2021 Discover Cross-Modality Nuances for Visible-Infrared Person Re-Identification CVPR 2021 Discrete-Continuous Action Space Policy Gradient-Based Attention for Image-Text Matching CVPR 2021 Divide-and-Conquer for Lane-Aware Diverse Trajectory Prediction CVPR 2021 Does Vision-and-Language Pretraining Improve Lexical Grounding? EMNLP 2021 Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels CVPR 2021 Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval AAAI 2021 E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning ACL 2021 EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT EMNLP 2021 Effect of Visual Extensions on Natural Language Understanding in Vision-and-Language Models EMNLP 2021