Multimodal Learning

ICU: Conquering Language Barriers in Vision-and-Language Modeling by Dividing the Tasks into Image Captioning and Language Understanding EMNLP 2023 IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023 Identifiability Results for Multimodal Contrastive Learning ICLR 2023 Identification of Multimodal Stance Towards Frames of Communication EMNLP 2023 IFSeg: Image-Free Semantic Segmentation via Vision-Language Model CVPR 2023 ImageBind: One Embedding Space To Bind Them All CVPR 2023 Image Manipulation via Multi-Hop Instructions - A New Dataset and Weakly-Supervised Neuro-Symbolic Approach EMNLP 2023 ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023 Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks ACL 2023 ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation EACL 2023 Imagine That! Abstract-to-Intricate Text-to-Image Synthesis with Scene Graph Hallucination Diffusion NeurIPS 2023 Imitator: Personalized Speech-driven 3D Facial Animation ICCV 2023 Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis NeurIPS 2023 Implicit Temporal Modeling with Learnable Alignment for Video Recognition ICCV 2023 Im-Promptu: In-Context Composition from Image Prompts NeurIPS 2023 Improved Contextualized Speech Representations for Tonal Analysis Interspeech 2023 Improved DeepFake Detection Using Whisper Features Interspeech 2023 Improved Visual Story Generation with Adaptive Context Modeling ACL 2023 Improving Audio-Text Retrieval via Hierarchical Cross-Modal Interaction and Auxiliary Captions Interspeech 2023 Improving Bilingual TTS Using Language And Phonology Embedding With Embedding Strength Modulator Interspeech 2023 Improving CLIP Training with Language Rewrites NeurIPS 2023 Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles CVPR 2023 Improving Cross-modal Alignment for Text-Guided Image Inpainting EACL 2023 Improving Cross-Modal Retrieval With Set of Diverse Embeddings CVPR 2023 Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context NeurIPS 2023