Multimodal Learning

Wait, We Don’t Need to “Wait”! Removing Thinking Tokens Improves Reasoning Efficiency EMNLP 2025 Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning EMNLP 2025 Walk in Others’ Shoes with a Single Glance: Human-Centric Visual Grounding with Top-View Perspective Transformation ACL 2025 WalkVLM: Aid Visually Impaired People Walking by Vision Language Model ICCV 2025 WarpHE4D: Dense 4D Head Map toward Full Head Reconstruction ICCV 2025 Wasserstein Flow Matching: Generative Modeling Over Families of Distributions ICML 2025 Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments EMNLP 2025 Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models ICML 2025 Watch Video, Catch Keyword: Context-aware Keyword Attention for Moment Retrieval and Highlight Detection AAAI 2025 Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding EMNLP 2025 Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs NAACL 2025 Weakly-Supervised Movie Trailer Generation Driven by Multi-Modal Semantic Consistency IJCAI 2025 Weaver: Interweaving SQL and LLM for Table Reasoning EMNLP 2025 Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ACL 2025 Web Artifact Attacks Disrupt Vision Language Models ICCV 2025 WebInject: Prompt Injection Attack to Web Agents EMNLP 2025 WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation EMNLP 2025 WebQuality: A Large-scale Multi-modal Web Page Quality Assessment Dataset with Multiple Scoring Dimensions NAACL 2025 WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code ACL 2025 WeGen: A Unified Model for Interactive Multimodal Generation as We Chat CVPR 2025 Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metric ICLR 2025 We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025 What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025 What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models ICCV 2025 What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation NAACL 2025