conftrace_

vision-language model

2348 papers

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Also known as

VLM VL MODEL VLMS

Co-occurring keywords

multimodal learning (4645) zero-shot learning (3650) vision language model (767) contrastive learning (4032) large language model (13587) visual question answering (1017) transfer learning (5449) few-shot learning (3398) knowledge distillation (3725) semantic segmentation (3186)

Papers

UAEM-ITAM at SemEval-2022 Task 5: Vision-Language Approach to Recognize Misogynous Content in Memes SEMEVAL 2022
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NIPS 2022
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization EMNLP 2022
Divert More Attention to Vision-Language Tracking NIPS 2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining NIPS 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NIPS 2022
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models NIPS 2022
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NIPS 2022
VLMbench: A Compositional Benchmark for Vision-and-Language Manipulation NIPS 2022
LAION-5B: An open large-scale dataset for training next generation image-text models NIPS 2022
Semantic Exploration from Language Abstractions and Pretrained Representations NIPS 2022
Patching open-vocabulary models by interpolating weights NIPS 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training NIPS 2022
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts NIPS 2022
CRIS: CLIP-Driven Referring Image Segmentation CVPR 2022
Lexi: Self-Supervised Learning of the UI Language EMNLP 2022
Playing Lottery Tickets with Vision and Language AAAI 2022
Focus! Relevant and Sufficient Context Selection for News Image Captioning EMNLP 2022
Controlling for Stereotypes in Multimodal Language Model Evaluation EMNLP 2022
Cross-modal Transfer Between Vision and Language for Protest Detection EMNLP 2022
Understanding Cross-modal Interactions in V&L Models that Generate Scene Descriptions EMNLP 2022
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture CVPR 2022
Mind Reader: Reconstructing complex images from brain activities NIPS 2022
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and Action CORL 2022
Semantically Distributed Robust Optimization for Vision-and-Language Inference ACL 2022