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Multi-Modal Learning

3194 directly classified papers

Papers per year

Papers

FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025
Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives ICCV 2025
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization ICCV 2025
SemTalk: Holistic Co-speech Motion Generation with Frame-level Semantic Emphasis ICCV 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models ICCV 2025
DynImg: Key Frames with Visual Prompts are Good Representation for Multi-Modal Video Understanding ICCV 2025
OVG-HQ: Online Video Grounding with Hybrid-modal Queries ICCV 2025
V2PE: Improving Multimodal Long-Context Capability of Vision-Language Models with Variable Visual Position Encoding ICCV 2025
Hearing Hands: Generating Sounds from Physical Interactions in 3D Scenes CVPR 2025
YOLO-Count: Differentiable Object Counting for Text-to-Image Generation ICCV 2025
OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM ICCV 2025
Fix-CLIP: Dual-Branch Hierarchical Contrastive Learning via Synthetic Captions for Better Understanding of Long Text ICCV 2025
Balancing Task-invariant Interaction and Task-specific Adaptation for Unified Image Fusion ICCV 2025
ReMP-AD: Retrieval-enhanced Multi-modal Prompt Fusion for Few-Shot Industrial Visual Anomaly Detection ICCV 2025
EgoM2P: Egocentric Multimodal Multitask Pretraining ICCV 2025
ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning ICCV 2025
Cycle Consistency as Reward: Learning Image-Text Alignment without Human Preferences ICCV 2025
PanSt3R: Multi-view Consistent Panoptic Segmentation ICCV 2025
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation ICCV 2025
SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis CVPR 2025
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation CVPR 2025
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues CVPR 2025
Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D Motion CVPR 2025
Multimodal Neural Machine Translation: A Survey of the State of the Art EMNLP 2025
Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models EMNLP 2025