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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare NIPS 2024
Dense Connector for MLLMs NIPS 2024
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting NIPS 2024
Learning Spatially-Aware Language and Audio Embeddings NIPS 2024
An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching NIPS 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models NIPS 2024
Multi-Object Hallucination in Vision Language Models NIPS 2024
PLIP: Language-Image Pre-training for Person Representation Learning NIPS 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning NIPS 2024
Grasp as You Say: Language-guided Dexterous Grasp Generation NIPS 2024
Cracking the Code of Juxtaposition: Can AI Models Understand the Humorous Contradictions NIPS 2024
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences NIPS 2024
MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NIPS 2024
MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations NIPS 2024
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models NIPS 2024
Why are Visually-Grounded Language Models Bad at Image Classification? NIPS 2024
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments NIPS 2024
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models NIPS 2024
ChatCam: Empowering Camera Control through Conversational AI NIPS 2024
Towards Robust Multimodal Sentiment Analysis with Incomplete Data NIPS 2024
Vript: A Video Is Worth Thousands of Words NIPS 2024
Aligning Audio-Visual Joint Representations with an Agentic Workflow NIPS 2024
Facilitating Multimodal Classification via Dynamically Learning Modality Gap NIPS 2024
Boosting Vision-Language Models with Transduction NIPS 2024
Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth NIPS 2024