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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

LIFT: Learning 4D LiDAR Image Fusion Transformer for 3D Object Detection CVPR 2022
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks CVPR 2022
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics AAAI 2022
BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling NIPS 2022
Multi-Lingual Acquisition on Multimodal Pre-training for Cross-modal Retrieval NIPS 2022
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations NIPS 2022
D-vlog: Multimodal Vlog Dataset for Depression Detection AAAI 2022
Finding Fallen Objects via Asynchronous Audio-Visual Integration CVPR 2022
Nice Perfume. How Long Did You Marinate in It? Multimodal Sarcasm Explanation AAAI 2022
More Than Words: In-the-Wild Visually-Driven Prosody for Text-to-Speech CVPR 2022
Interpretabilty of Speech Emotion Recognition modelled using Self-Supervised Speech and Text Pre-Trained Embeddings INTERSPEECH 2022
Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video INTERSPEECH 2022
CNN-based Audio Event Recognition for Automated Violence Classification and Rating for Prime Video Content INTERSPEECH 2022
End-to-End Audio-Visual Neural Speaker Diarization INTERSPEECH 2022
Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset EMNLP 2022
Grafting Pre-trained Models for Multimodal Headline Generation EMNLP 2022
FCGCL: Fine- and Coarse-Granularity Contrastive Learning for Speech Translation EMNLP 2022
Multimodal Knowledge Learning for Named Entity Disambiguation EMNLP 2022
Multilingual Multimodal Learning with Machine Translated Text EMNLP 2022
PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022
SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction EMNLP 2022
Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding EMNLP 2022
FigMemes: A Dataset for Figurative Language Identification in Politically-Opinionated Memes EMNLP 2022
Positional Encoding for Capturing Modality Specific Cadence for Emotion Detection INTERSPEECH 2022