Multimodal Learning

Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs COLING 2024 DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding EMNLP 2024 DocFormerv2: Local Features for Document Understanding AAAI 2024 DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing EMNLP 2024 DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models EMNLP 2024 DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding ACL 2024 Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling NAACL 2024 Does CLIP Bind Concepts? Probing Compositionality in Large Image Models EACL 2024 Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models? EMNLP 2024 Domain Adaptation for Contrastive Audio-Language Models Interspeech 2024 Domain Aligned CLIP for Few-Shot Classification WACV 2024 Don’t Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models ACL 2024 Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation ACL 2024 Do Speaker-dependent Vowel Characteristics depend on Speech Style? Interspeech 2024 Do Text-to-Vis Benchmarks Test Real Use of Visualisations? EMNLP 2024 Do Vision and Language Encoders Represent the World Similarly? CVPR 2024 Do Vision-Language Models Understand Compound Nouns? NAACL 2024 Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval CVPR 2024 DPHMs: Diffusion Parametric Head Models for Depth-based Tracking CVPR 2024 Drag Your Noise: Interactive Point-based Editing via Diffusion Semantic Propagation CVPR 2024 Draw Step by Step: Reconstructing CAD Construction Sequences from Point Clouds via Multimodal Diffusion. CVPR 2024 DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments NeurIPS 2024 DreamComposer: Controllable 3D Object Generation via Multi-View Conditions CVPR 2024 Dreaming Out Loud: A Self-Synthesis Approach For Training Vision-Language Models With Developmentally Plausible Data CoNLL 2024 DreamLLM: Synergistic Multimodal Comprehension and Creation ICLR 2024