Multimodal Learning

Plot2Code: A Comprehensive Benchmark for Evaluating Multi-modal Large Language Models in Code Generation from Scientific Plots NAACL 2025 Plug-and-Play Co-Occurring Face Attention for Robust Audio-Visual Speaker Extraction Interspeech 2025 Plug-and-Play Versatile Compressed Video Enhancement CVPR 2025 Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation ICCV 2025 p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay ICCV 2025 Podcast Outcasts: Understanding Rumble’s Podcast Dynamics NAACL 2025 Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding CVPR 2025 Point Cluster: A Compact Message Unit for Communication-Efficient Collaborative Perception ICLR 2025 Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models EMNLP 2025 POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025 PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models ICML 2025 PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding SemEval 2025 POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction IJCAI 2025 Ponder & Press: Advancing Visual GUI Agent towards General Computer Control ACL 2025 POPEN: Preference-Based Optimization and Ensemble for LVLM-Based Reasoning Segmentation CVPR 2025 Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset AAAI 2025 Pose-Based Sign Language Spotting via an End-to-End Encoder Architecture AACL 2025 PoseLLaVA: Pose Centric Multimodal LLM for Fine-Grained 3D Pose Manipulation AAAI 2025 Pose Priors from Language Models CVPR 2025 Position-Aware Guided Point Cloud Completion with CLIP Model AAAI 2025 POSTA: A Go-to Framework for Customized Artistic Poster Generation CVPR 2025 PosterSum: A Multimodal Benchmark for Scientific Poster Summarization IJCNLP 2025 Post-pre-training for Modality Alignment in Vision-Language Foundation Models CVPR 2025 Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025 PRACTIQ: A Practical Conversational Text-to-SQL dataset with Ambiguous and Unanswerable Queries NAACL 2025