Multimodal Learning

A Multimodal Benchmark and Improved Architecture for Zero Shot Learning WACV 2024 A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis ECCV 2024 A Multimodal Framework for the Assessment of the Schizophrenia Spectrum Interspeech 2024 A Multimodal Framework to Detect Target Aware Aggression in Memes EACL 2024 A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation COLING 2024 A Multimodal Large Language Model “Foresees” Objects Based on Verb Information but Not Gender CoNLL 2024 A Multimodal, Multi-Task Adapting Framework for Video Action Recognition AAAI 2024 A Multi-Task Transformer Model for Fine-grained Labelling of Chest X-Ray Reports COLING 2024 Analysing relevance of Discourse Structure for Improved Mental Health Estimation EACL 2024 Analyzing and Mitigating Object Hallucination in Large Vision-Language Models ICLR 2024 Analyzing Key Factors Influencing Emotion Prediction Performance of VLLMs in Conversational Contexts EMNLP 2024 Analyzing Multimodal Features of Spontaneous Voice Assistant Commands for Mild Cognitive Impairment Detection Interspeech 2024 Android in the Zoo: Chain-of-Action-Thought for GUI Agents EMNLP 2024 An Effective Span-based Multimodal Named Entity Recognition with Consistent Cross-Modal Alignment COLING 2024 An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024 An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation ECCV 2024 An Empirical Study on Parameter-Efficient Fine-Tuning for MultiModal Large Language Models ACL 2024 An End-to-End Speech Summarization Using Large Language Model Interspeech 2024 An Examination of the Compositionality of Large Generative Vision-Language Models NAACL 2024 An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching NeurIPS 2024 An Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models ICLR 2024 An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning ICML 2024 An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance EMNLP 2024 Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding NeurIPS 2024 An Iterative Associative Memory Model for Empathetic Response Generation ACL 2024