Multimodal Learning

Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts EMNLP 2023 Language Is Not All You Need: Aligning Perception with Language Models NeurIPS 2023 Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition EMNLP 2023 Language Modelling with Pixels ICLR 2023 Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment NeurIPS 2023 LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data CVPR 2023 Large Dataset Generation of Synchronized Music Audio and Lyrics at Scale using Teacher-Student Paradigm Interspeech 2023 Large Language Models and Multimodal Retrieval for Visual Word Sense Disambiguation EMNLP 2023 Large Language Models are Temporal and Causal Reasoners for Video Question Answering EMNLP 2023 Large Language Models are Visual Reasoning Coordinators NeurIPS 2023 Large Language Models Effectively Leverage Document-level Context for Literary Translation, but Critical Errors Persist EMNLP 2023 Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes ACL 2023 LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models CVPR 2023 Latency Matters: Real-Time Action Forecasting Transformer CVPR 2023 Latent Field Discovery in Interacting Dynamical Systems with Neural Fields NeurIPS 2023 LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents WACV 2023 Layer-wise Fusion with Modality Independence Modeling for Multi-modal Emotion Recognition ACL 2023 Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023 LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder EMNLP 2023 L-CAD: Language-based Colorization with Any-level Descriptions using Diffusion Priors NeurIPS 2023 LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings NeurIPS 2023 Learnable Human Mesh Triangulation for 3D Human Pose and Shape Estimation WACV 2023 Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023 Learn and Sample Together: Collaborative Generation for Graphic Design Layout IJCAI 2023 Learning 3D Scene Priors With 2D Supervision CVPR 2023