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Multi-modal Classification
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
A Survey on Training-free Open-Vocabulary Semantic Segmentation
A Comparative Study of Human Activity Recognition: Motion, Tactile, and multi-modal Approaches
Multi-modal classification of forest biodiversity potential from 2D orthophotos and 3D airborne laser scanning point clouds
Multimodal Learning with Uncertainty Quantification based on Discounted Belief Fusion
Hateful Meme Detection through Context-Sensitive Prompting and Fine-Grained Labeling
Unified Generative and Discriminative Training for Multi-modal Large Language Models
Multimodal Quantum Natural Language Processing: A Novel Framework for using Quantum Methods to Analyse Real Data
Turbo your multi-modal classification with contrastive learning
FungiTastic: A multi-modal dataset and benchmark for image categorization
Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality
Robust Latent Representation Tuning for Image-text Classification
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE
Language Augmentation in CLIP for Improved Anatomy Detection on Multi-modal Medical Images
Joint-Individual Fusion Structure with Fusion Attention Module for Multi-Modal Skin Cancer Classification
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
GIST: Generating Image-Specific Text for Fine-grained Object Classification
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts
DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion
GLAMI-1M: A Multilingual Image-Text Fashion Dataset
Contrastive Audio-Visual Masked Autoencoder
UAVM: Towards Unifying Audio and Visual Models
Multi-Modal Hypergraph Diffusion Network with Dual Prior for Alzheimer Classification
On Modality Bias Recognition and Reduction
CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification
Multi-modal Sarcasm Detection and Humor Classification in Code-mixed Conversations
Cross-Modal Retrieval Augmentation for Multi-Modal Classification
Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!
Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm
Look, Read and Enrich. Learning from Scientific Figures and their Captions
Assessing Post Deletion in Sina Weibo: Multi-modal Classification of Hot Topics
What Makes Training Multi-Modal Classification Networks Hard?
Image and Encoded Text Fusion for Multi-Modal Classification
CuisineNet: Food Attributes Classification using Multi-scale Convolution Network
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