Multimodal Learning

Omni-Chart-600K: A Comprehensive Dataset of Chart Types for Chart Understanding NAACL 2025 OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025 OmniCount: Multi-label Object Counting with Semantic-Geometric Priors AAAI 2025 OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning ICCV 2025 OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025 OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual Reasoning CVPR 2025 OmniFlatten: An End-to-end GPT Model for Seamless Voice Conversation ACL 2025 OmniFlow: Any-to-Any Generation with Multi-Modal Rectified Flows CVPR 2025 OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models ICCV 2025 OmniManip: Towards General Robotic Manipulation via Object-Centric Interaction Primitives as Spatial Constraints CVPR 2025 OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts CVPR 2025 Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks CVPR 2025 OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup ICLR 2025 OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities ICLR 2025 On Domain-Adaptive Post-Training for Multimodal Large Language Models EMNLP 2025 One_by_zero@DravidianLangTech 2025: A Multimodal Approach for Misogyny Meme Detection in Malayalam Leveraging Visual and Textual Features NAACL 2025 One-for-All Few-Shot Anomaly Detection via Instance-Induced Prompt Learning ICLR 2025 One Last Attention for Your Vision-Language Model ICCV 2025 One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering? EMNLP 2025 One Object, Multiple Lies: A Benchmark for Cross-task Adversarial Attack on Unified Vision-Language Models ICCV 2025 One-shot 3D Object Canonicalization based on Geometric and Semantic Consistency CVPR 2025 One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models AAAI 2025 One Wave To Explain Them All: A Unifying Perspective On Feature Attribution ICML 2025 Online Audio-Visual Autoregressive Speaker Extraction Interspeech 2025 Online Language Splatting ICCV 2025