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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation AAAI 2023

Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023

Linking People across Text and Images Based on Social Relation Reasoning AAAI 2023

Multi-Modality Deep Network for Extreme Learned Image Compression AAAI 2023

Unifying Vision-Language Representation Space with Single-Tower Transformer AAAI 2023

Target-Free Text-Guided Image Manipulation AAAI 2023

Cross-Modal Label Contrastive Learning for Unsupervised Audio-Visual Event Localization AAAI 2023

AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work AAAI 2023

Persuasion Strategies in Advertisements AAAI 2023

Improving Image Captioning via Predicting Structured Concepts EMNLP 2023

Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis EMNLP 2023

Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms EMNLP 2023

Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation EMNLP 2023

A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding EMNLP 2023

Analyzing Modular Approaches for Visual Question Decomposition EMNLP 2023

Can Language Models Laugh at YouTube Short-form Videos? EMNLP 2023

Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining EMNLP 2023

Video-Helpful Multimodal Machine Translation EMNLP 2023

Standardizing Distress Analysis: Emotion-Driven Distress Identification and Cause Extraction (DICE) in Multimodal Online Posts EMNLP 2023

Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge EMNLP 2023

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding EMNLP 2023

Intuitive Multilingual Audio-Visual Speech Recognition with a Single-Trained Model EMNLP 2023

MuG: A Multimodal Classification Benchmark on Game Data with Tabular, Textual, and Visual Fields EMNLP 2023

Multimodal Automated Fact-Checking: A Survey EMNLP 2023

Mulan: A Multi-Level Alignment Model for Video Question Answering EMNLP 2023