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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

UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding ICCV 2023
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models NIPS 2023
ProbVLM: Probabilistic Adapter for Frozen Vison-Language Models ICCV 2023
Self-Supervised Distilled Learning for Multi-Modal Misinformation Identification WACV 2023
4M: Massively Multimodal Masked Modeling NIPS 2023
Generating Images with Multimodal Language Models NIPS 2023
Poirot at SemEval-2022 Task 5: Leveraging Graph Network for Misogynistic Meme Detection NAACL 2022
Circulant-interactive Transformer with Dimension-aware Fusion for Multimodal Sentiment Analysis ACML 2022
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model NAACL 2022
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NIPS 2022
Multi-modal Grouping Network for Weakly-Supervised Audio-Visual Video Parsing NIPS 2022
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching NIPS 2022
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning NIPS 2022
Poirot at SemEval-2022 Task 5: Leveraging Graph Network for Misogynistic Meme Detection SEMEVAL 2022
FETA: Towards Specializing Foundational Models for Expert Task Applications NIPS 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs NIPS 2022
QiNiAn at SemEval-2022 Task 5: Multi-Modal Misogyny Detection and Classification NAACL 2022
u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality NIPS 2022
Greedy modality selection via approximate submodular maximization UAI 2022
AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments NIPS 2022
VISCOSE - a Kanji Dictionary Enriched with VISual, COmpositional, and SEmantic Information AACL 2022
Text/Speech-Driven Full-Body Animation IJCAI 2022
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning NIPS 2022
Two-Stream Network for Sign Language Recognition and Translation NIPS 2022
Towards Versatile Embodied Navigation NIPS 2022