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Multi-Modal Learning

1213 directly classified papers

Papers per year

Papers

Boosting Vision-Language Models with Transduction NIPS 2024
Listenable Maps for Zero-Shot Audio Classifiers NIPS 2024
MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset NIPS 2024
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NIPS 2024
LaSe-E2V: Towards Language-guided Semantic-aware Event-to-Video Reconstruction NIPS 2024
MambaTree: Tree Topology is All You Need in State Space Model NIPS 2024
Continual Audio-Visual Sound Separation NIPS 2024
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NIPS 2024
CultureLLM: Incorporating Cultural Differences into Large Language Models NIPS 2024
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms NIPS 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NIPS 2024
Boosting Weakly Supervised Referring Image Segmentation via Progressive Comprehension NIPS 2024
Omnipotent Distillation with LLMs for Weakly-Supervised Natural Language Video Localization: When Divergence Meets Consistency AAAI 2024
Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation AAAI 2024
Learning Multi-Modal Cross-Scale Deformable Transformer Network for Unregistered Hyperspectral Image Super-resolution AAAI 2024
Joint Demosaicing and Denoising for Spike Camera AAAI 2024
Context-I2W: Mapping Images to Context-Dependent Words for Accurate Zero-Shot Composed Image Retrieval AAAI 2024
Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification AAAI 2024
Uncertainty-Aware Yield Prediction with Multimodal Molecular Features AAAI 2024
FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis AAAI 2024
Transformer-Empowered Multi-Modal Item Embedding for Enhanced Image Search in E-commerce AAAI 2024
TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling AAAI 2024
Spatial-Temporal Augmentation for Crime Prediction (Student Abstract) AAAI 2024
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering ACL 2024