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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024
MolTC: Towards Molecular Relational Modeling In Language Models ACL 2024
ConCon-Chi: Concept-Context Chimera Benchmark for Personalized Vision-Language Tasks CVPR 2024
UniHuman: A Unified Model For Editing Human Images in the Wild CVPR 2024
PeVL: Pose-Enhanced Vision-Language Model for Fine-Grained Human Action Recognition CVPR 2024
Unified Lexical Representation for Interpretable Visual-Language Alignment NIPS 2024
Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks ACL 2024
MasonTigers@LT-EDI-2024: An Ensemble Approach Towards Detecting Homophobia and Transphobia in Social Media Comments EACL 2024
Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers NIPS 2024
Multichannel AV-wav2vec2: A Framework for Learning Multichannel Multi-Modal Speech Representation AAAI 2024
Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment AAAI 2024
Debiasing Multimodal Sarcasm Detection with Contrastive Learning AAAI 2024
Learning Task-Aware Language-Image Representation for Class-Incremental Object Detection AAAI 2024
Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks ACL 2024
Cross-Modal and Uni-Modal Soft-Label Alignment for Image-Text Retrieval AAAI 2024
Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities AAAI 2024
Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024
Multi-Modal Disordered Representation Learning Network for Description-Based Person Search AAAI 2024
ND-MRM: Neuronal Diversity Inspired Multisensory Recognition Model AAAI 2024
RedCore: Relative Advantage Aware Cross-Modal Representation Learning for Missing Modalities with Imbalanced Missing Rates AAAI 2024
XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning AAAI 2024
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness NIPS 2024
Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification AAAI 2024
Noise-Aware Image Captioning with Progressively Exploring Mismatched Words AAAI 2024