Multimodal Learning

Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models EMNLP 2024 Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models ACL 2024 Investigating Compositional Challenges in Vision-Language Models for Visual Grounding CVPR 2024 Investigating the Role of Attribute Context in Vision-Language Models for Object Recognition and Detection WACV 2024 Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks EMNLP 2024 INViTE: INterpret and Control Vision-Language Models with Text Explanations ICLR 2024 IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing EMNLP 2024 IPO: Interpretable Prompt Optimization for Vision-Language Models NeurIPS 2024 IReNe: Instant Recoloring of Neural Radiance Fields CVPR 2024 IruMozhi: Automatically classifying diglossia in Tamil NAACL 2024 Is a picture of a bird a bird? A mixed-methods approach to understanding diverse human perspectives and ambiguity in machine vision models COLING 2024 Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models NeurIPS 2024 Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024 Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024 It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition ICLR 2024 IUSTNLPLAB at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SemEval 2024 Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model CVPR 2024 Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models ICLR 2024 JDocQA: Japanese Document Question Answering Dataset for Generative Language Models COLING 2024 JeDi: Joint-Image Diffusion Models for Finetuning-Free Personalized Text-to-Image Generation CVPR 2024 Jetsons at FinNLP 2024: Towards Understanding the ESG Impact of a News Article Using Transformer-based Models COLING 2024 JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models SemEval 2024 Joint Composite Latent Space Bayesian Optimization ICML 2024 Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning NeurIPS 2024 Joint Multimodal Aspect Sentiment Analysis with Aspect Enhancement and Syntactic Adaptive Learning IJCAI 2024