Multimodal Learning

Visible-Thermal UAV Tracking: A Large-Scale Benchmark and New Baseline CVPR 2022 Visio-Linguistic Brain Encoding COLING 2022 Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions ACL 2022 Vision-based System Identification and 3D Keypoint Discovery using Dynamics Constraints L4DC 2022 Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis ACL 2022 VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator ACL 2022 VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention CVPR 2022 VisToT: Vision-Augmented Table-to-Text Generation EMNLP 2022 Visual Abductive Reasoning CVPR 2022 Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning NeurIPS 2022 Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL 2022 Visual Consensus Modeling for Video-Text Retrieval AAAI 2022 Visual Emotion Representation Learning via Emotion-Aware Pre-training IJCAI 2022 Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction EMNLP 2022 Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ACL 2022 Visually-aware Acoustic Event Detection using Heterogeneous Graphs Interspeech 2022 Visually Grounded Interpretation of Noun-Noun Compounds in English ACL 2022 Visually Guided Sound Source Separation and Localization Using Self-Supervised Motion Representations WACV 2022 Visual Prompt Tuning for Few-Shot Text Classification COLING 2022 Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows COLING 2022 Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition AAAI 2022 Visual Sound Localization in the Wild by Cross-Modal Interference Erasing AAAI 2022 Visual Spatial Description: Controlled Spatial-Oriented Image-to-Text Generation EMNLP 2022 Visual Understanding of Complex Table Structures From Document Images WACV 2022 Visuo-Tactile Transformers for Manipulation CoRL 2022