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Papers
EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning
ACL 2023
Images in Language Space: Exploring the Suitability of Large Language Models for Vision & Language Tasks
ACL 2023
Multi-modal Action Chain Abductive Reasoning
ACL 2023
One does not fit all! On the Complementarity of Vision Encoders for Vision and Language Tasks
ACL 2023
Referring Image Segmentation via Joint Mask Contextual Embedding Learning and Progressive Alignment Network
EMNLP 2023
SINC: Self-Supervised In-Context Learning for Vision-Language Tasks
ICCV 2023
Task-Attentive Transformer Architecture for Continual Learning of Vision-and-Language Tasks Using Knowledge Distillation
EMNLP 2023
Towards Models that Can See and Read
ICCV 2023
Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks
CVPR 2023
E-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks
ICCV 2021
MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding
EMNLP 2021
What Does BERT with Vision Look At?
ACL 2020
DenseCap: Fully Convolutional Localization Networks for Dense Captioning
CVPR 2016