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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning EMNLP 2023
GC-Hunter at ImageArg Shared Task: Multi-Modal Stance and Persuasiveness Learning EMNLP 2023
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent NIPS 2023
Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting NIPS 2023
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval NIPS 2023
Cross-modal Active Complementary Learning with Self-refining Correspondence NIPS 2023
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought NIPS 2023
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark NIPS 2023
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models NIPS 2023
DataComp: In search of the next generation of multimodal datasets NIPS 2023
Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework NIPS 2023
Mass-Producing Failures of Multimodal Systems with Language Models NIPS 2023
Brain encoding models based on multimodal transformers can transfer across language and vision NIPS 2023
Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning NIPS 2023
Subject-driven Text-to-Image Generation via Apprenticeship Learning NIPS 2023
Latent Field Discovery in Interacting Dynamical Systems with Neural Fields NIPS 2023
Compressed Video Prompt Tuning NIPS 2023
Foundation Model is Efficient Multimodal Multitask Model Selector NIPS 2023
LOVM: Language-Only Vision Model Selection NIPS 2023
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces NIPS 2023
Visual Instruction Tuning NIPS 2023
DesCo: Learning Object Recognition with Rich Language Descriptions NIPS 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face NIPS 2023
What’s Left? Concept Grounding with Logic-Enhanced Foundation Models NIPS 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents NIPS 2023