conftrace_

multi-modal learning

1278 papers

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Also known as

MML

Co-occurring keywords

multimodal learning (4645) contrastive learning (4032) representation learning (6206) large language model (13587) video understanding (1658) visual question answering (1017) vision-language model (2348) attention mechanism (4001) transfer learning (5449) semantic segmentation (3186)

Papers

Audio-Adaptive Activity Recognition Across Video Domains CVPR 2022
Reading To Listen at the Cocktail Party: Multi-Modal Speech Separation CVPR 2022
Multi-View Transformer for 3D Visual Grounding CVPR 2022
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection CVPR 2022
Vision-Language Pre-Training With Triple Contrastive Learning CVPR 2022
TubeDETR: Spatio-Temporal Video Grounding With Transformers CVPR 2022
Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification IJCNLP 2022
Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022
Neural Attentive Circuits NIPS 2022
Cross-Linked Unified Embedding for cross-modality representation learning NIPS 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning NIPS 2022
Towards Effective Multi-Modal Interchanges in Zero-Resource Sounding Object Localization NIPS 2022
Complementary Attention Gated Network for Pedestrian Trajectory Prediction AAAI 2022
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents AAAI 2022
DarkVisionNet: Low-Light Imaging via RGB-NIR Fusion with Deep Inconsistency Prior AAAI 2022
Multi-Modal Perception Attention Network with Self-Supervised Learning for Audio-Visual Speaker Tracking AAAI 2022
Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid Fusion AAAI 2022
Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents AAAI 2022
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements? AAAI 2022
Bridging the Gap between Expression and Scene Text for Referring Expression Comprehension (Student Abstract) AAAI 2022
Memotion Analysis through the Lens of Joint Embedding (Student Abstract) AAAI 2022
Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classification (Extended Abstract) IJCAI 2022
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks IJCAI 2022
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022
Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ACL 2022