Multimodal Learning

Flow as the Cross-domain Manipulation Interface CoRL 2024 FlowBotHD: History-Aware Diffuser Handling Ambiguities in Articulated Objects Manipulation CoRL 2024 FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NeurIPS 2024 FocalDreamer: Text-Driven 3D Editing via Focal-Fusion Assembly AAAI 2024 Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification ICLR 2024 FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture EMNLP 2024 Fora: A corpus and framework for the study of facilitated dialogue ACL 2024 FoSp: Focus and Separation Network for Early Smoke Segmentation AAAI 2024 Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding NeurIPS 2024 Framed Multi30K: A Frame-Based Multimodal-Multilingual Dataset COLING 2024 Frame-Wise Breath Detection with Self-Training: An Exploration of Enhancing Breath Naturalness in Text-to-Speech Interspeech 2024 FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion ICML 2024 FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition CVPR 2024 FreeDrag: Feature Dragging for Reliable Point-based Image Editing CVPR 2024 Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024 Frogs into princes: A generative model to understand the success of product descriptions COLING 2024 From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations CVPR 2024 From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment EMNLP 2024 From Language to Pixels: Task Recognition and Task Learning in LLMs EMNLP 2024 From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking EMNLP 2024 From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models EMNLP 2024 From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024 From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection NeurIPS 2024 From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models CVPR 2024 From Raw Video to Pedagogical Insights: A Unified Framework for Student Behavior Analysis AAAI 2024