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Papers
Partially Matching Submap Helps: Uncertainty Modeling and Propagation for Text to Point Cloud Localization
ICCV 2025
Personalized Lip Reading: Adapting to Your Unique Lip Movements with Vision and Language
AAAI 2025
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale
ACL 2025
Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space
CVPR 2025
Unveiling the Mist over 3D Vision-Language Understanding: Object-centric Evaluation with Chain-of-Analysis
CVPR 2025
Vision and Language Synergy for Rehearsal Free Continual Learning
ICLR 2025
Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding
WACV 2025
VLDrive: Vision-Augmented Lightweight MLLMs for Efficient Language-grounded Autonomous Driving
ICCV 2025
Yo'Chameleon: Personalized Vision and Language Generation
CVPR 2025
3D Vision and Language Pretraining with Large-Scale Synthetic Data
IJCAI 2024
Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models
WACV 2024
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
CVPR 2024
CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
CVPR 2024
Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment
ACL 2024
ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation
ACL 2024
Contrastive Imitation Learning for Language-guided Multi-Task Robotic Manipulation
CoRL 2024
Cross-Modal Match for Language Conditioned 3D Object Grounding
AAAI 2024
Describing Images Fast and Slow: Quantifying and Predicting the Variation in Human Signals during Visuo-Linguistic Processes
EACL 2024
HEMM: Holistic Evaluation of Multimodal Foundation Models
NeurIPS 2024
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation
CVPR 2024
Improving Adversarial Robustness in Vision-Language Models with Architecture and Prompt Design
EMNLP 2024
Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction
ICLR 2024
Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks
ECCV 2024
Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment
CVPR 2024
MARPLE: A Benchmark for Long-Horizon Inference
NeurIPS 2024