Multimodal Learning

HyperMixer: Specializable Hypergraph Channel Mixing for Long-term Multivariate Time Series Forecasting AAAI 2025 I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025 I2VControl: Disentangled and Unified Video Motion Synthesis Control ICCV 2025 IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities AAAI 2025 Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 2025 IDseq: Decoupled and Sequentially Detecting and Grounding Multi-Modal Media Manipulation AAAI 2025 If I feel smart, I will do the right thing: Combining Complementary Multimodal Information in Visual Language Models COLING 2025 ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance ICCV 2025 Image Difference Captioning via Adversarial Preference Optimization EMNLP 2025 ImageEval 2025: The First Arabic Image Captioning Shared Task EMNLP 2025 Imagine, Verify, Execute: Memory-guided Agentic Exploration with Vision-Language Models CoRL 2025 IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement CVPR 2025 Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment CVPR 2025 IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025 ImpliHateVid: A Benchmark Dataset and Two-stage Contrastive Learning Framework for Implicit Hate Speech Detection in Videos ACL 2025 Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025 Improving Multimodal Learning Balance and Sufficiency through Data Remixing ICML 2025 Improving Zero-Shot Adversarial Robustness in Vision-Language Models by Closed-form Alignment of Adversarial Path Simplices ICML 2025 Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection ACL 2025 In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025 InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning EMNLP 2025 INFP: Audio-Driven Interactive Head Generation in Dyadic Conversations CVPR 2025 Insights into Climate Change Narratives: Emotional Alignment and Engagement Analysis on TikTok ACL 2025 InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption CVPR 2025 Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025