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Multi-Modal Learning

3,301 papers

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Papers

Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization ICML 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation ICML 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ICML 2022
Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022
Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts ICML 2022
C3-STISR: Scene Text Image Super-resolution with Triple Clues IJCAI 2022
MMT: Multi-way Multi-modal Transformer for Multimodal Learning IJCAI 2022
Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks IJCAI 2022
Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention INTERSPEECH 2022
Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR INTERSPEECH 2022
Separate What You Describe: Language-Queried Audio Source Separation INTERSPEECH 2022
Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition INTERSPEECH 2022
Context-aware Multimodal Fusion for Emotion Recognition INTERSPEECH 2022
A Multimodal Strategy for Singing Language Identification INTERSPEECH 2022
MAESTRO: Matched Speech Text Representations through Modality Matching INTERSPEECH 2022
Speaker recognition-assisted robust audio deepfake detection INTERSPEECH 2022
DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances INTERSPEECH 2022
CALM: Constrastive Cross-modal Speaking Style Modeling for Expressive Text-to-Speech Synthesis INTERSPEECH 2022
Toolbox for Multimodal Learn (scikit-multimodallearn) JMLR 2022
Multimodal Dialogue State Tracking NAACL 2022
GMN: Generative Multi-modal Network for Practical Document Information Extraction NAACL 2022
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling NAACL 2022
Imagination-Augmented Natural Language Understanding NAACL 2022
Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables NAACL 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022