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Vision-Language Models

685 directly classified papers

Papers per year

Papers

DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023
Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP AAAI 2022
Learning To Prompt for Open-Vocabulary Object Detection With Vision-Language Model CVPR 2022
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing NIPS 2022
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks NIPS 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining NIPS 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NIPS 2022
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models NIPS 2022
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning NIPS 2022
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NIPS 2022
Contrastive Language-Image Pre-Training with Knowledge Graphs NIPS 2022
LAION-5B: An open large-scale dataset for training next generation image-text models NIPS 2022
Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark NIPS 2022
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks NIPS 2022
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NIPS 2022
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations NIPS 2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NIPS 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding NIPS 2022
When does CLIP generalize better than unimodal models? When judging human-centric concepts ACL 2022
Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks ACL 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022
Assessing Multilingual Fairness in Pre-trained Multimodal Representations ACL 2022
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training ACL 2022
Vision-Language Pretraining: Current Trends and the Future ACL 2022