Multimodal Learning

GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning EMNLP 2025 GeoProg3D: Compositional Visual Reasoning for City-Scale 3D Language Fields ICCV 2025 GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training ICLR 2025 Ges3ViG : Incorporating Pointing Gestures into Language-Based 3D Visual Grounding for Embodied Reference Understanding CVPR 2025 GestureHYDRA: Semantic Co-speech Gesture Synthesis via Hybrid Modality Diffusion Transformer and Cascaded-Synchronized Retrieval-Augmented Generation ICCV 2025 GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery CVPR 2025 GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning WACV 2025 GGS: Generalizable Gaussian Splatting for Lane Switching in Autonomous Driving AAAI 2025 GG-SSMs: Graph-Generating State Space Models CVPR 2025 GGTalker: Talking Head Systhesis with Generalizable Gaussian Priors and Identity-Specific Adaptation ICCV 2025 GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts WACV 2025 GIA-MIC: Multimodal Emotion Recognition with Gated Interactive Attention and Modality-Invariant Learning Constraints Interspeech 2025 GigaHands: A Massive Annotated Dataset of Bimanual Hand Activities CVPR 2025 GIMMICK: Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking ACL 2025 GLEAM: Enhanced Transferable Adversarial Attacks for Vision-Language Pre-training Models via Global-Local Transformations ICCV 2025 GLEN: Generalized Focal Loss Ensemble of Low-Rank Networks for Calibrated Visual Question Answering AAAI 2025 GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them? EMNLP 2025 G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model ICLR 2025 Global and Local Entailment Learning for Natural World Imagery ICCV 2025 Global Attribute-Association Pattern Aggregation for Graph Fraud Detection AAAI 2025 Global-Local Tree Search in VLMs for 3D Indoor Scene Generation CVPR 2025 Global-Semantic Alignment Distillation for Partial Multi-view Classification AAAI 2025 GLOVER++: Unleashing the Potential of Affordance Learning from Human Behaviors for Robotic Manipulation CoRL 2025 GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation CVPR 2025 GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models AAAI 2025