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Vision-Language Models

685 directly classified papers

Papers per year

Papers

Improving CLIP Training with Language Rewrites NIPS 2023
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation NIPS 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology NIPS 2023
CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NIPS 2023
Cola: A Benchmark for Compositional Text-to-image Retrieval NIPS 2023
Test-Time Distribution Normalization for Contrastively Learned Visual-language Models NIPS 2023
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning NIPS 2023
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images NIPS 2023
LAVIS: A One-stop Library for Language-Vision Intelligence ACL 2023
Table and Image Generation for Investigating Knowledge of Entities in Pre-trained Vision and Language Models ACL 2023
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023
A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text ACL 2023
Character-Aware Models Improve Visual Text Rendering ACL 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning ACL 2023
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering ACL 2023
A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues ACL 2023
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023
Measuring Progress in Fine-grained Vision-and-Language Understanding ACL 2023
ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense EMNLP 2023
Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment EMNLP 2023
NLIP: Noise-Robust Language-Image Pre-training AAAI 2023
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment ACL 2023
VIPHY: Probing “Visible” Physical Commonsense Knowledge EMNLP 2023
MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023