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Vision-Language Models

685 directly classified papers

Papers per year

Papers

Hidden in Plain Sight: Evaluating Abstract Shape Recognition in Vision-Language Models NIPS 2024
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NIPS 2024
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NIPS 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
CALVIN: Improved Contextual Video Captioning via Instruction Tuning NIPS 2024
Homology Consistency Constrained Efficient Tuning for Vision-Language Models NIPS 2024
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NIPS 2024
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset NIPS 2024
Scaling Language-Image Pre-Training via Masking CVPR 2023
VindLU: A Recipe for Effective Video-and-Language Pretraining CVPR 2023
CLIPPING: Distilling CLIP-Based Models With a Student Base for Video-Language Retrieval CVPR 2023
Local 3D Editing via 3D Distillation of CLIP Knowledge CVPR 2023
REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory CVPR 2023
OpenScene: 3D Scene Understanding With Open Vocabularies CVPR 2023
Test of Time: Instilling Video-Language Models With a Sense of Time CVPR 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023
Unifying Vision, Text, and Layout for Universal Document Processing CVPR 2023
FashionSAP: Symbols and Attributes Prompt for Fine-Grained Fashion Vision-Language Pre-Training CVPR 2023
Side Adapter Network for Open-Vocabulary Semantic Segmentation CVPR 2023
Task Residual for Tuning Vision-Language Models CVPR 2023
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification CVPR 2023
All in One: Exploring Unified Video-Language Pre-Training CVPR 2023
Universal Instance Perception As Object Discovery and Retrieval CVPR 2023
Turning a CLIP Model Into a Scene Text Detector CVPR 2023
HierVL: Learning Hierarchical Video-Language Embeddings CVPR 2023