Unified Language-driven Zero-shot Domain Adaptation

10 April 2024

Papers citing "Unified Language-driven Zero-shot Domain Adaptation"

33 / 33 papers shown

Title
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models Konstantinos Vilouras Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 88 2 0 19 Apr 2024
LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model Senqiao Yang Tianyuan Qu Xin Lai Zhuotao Tian Bohao Peng Shu Liu Jiaya Jia VLM 42 29 0 28 Dec 2023
LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding Senqiao Yang Jiaming Liu Ray Zhang Mingjie Pan Zoey Guo Xiaoqi Li Zehui Chen Peng Gao Yandong Guo Shanghang Zhang 3DV 58 63 0 21 Dec 2023
Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation Jiayin Ni Senqiao Yang Ran Xu Jiaming Liu Xiaoqi Li Wenyu Jiao Zehui Chen Yi Liu Shanghang Zhang TTA 44 7 0 24 Sep 2023
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation Bohao Peng Zhuotao Tian Xiaoyang Wu Chenyao Wang Shu Liu Jingyong Su Jiaya Jia 83 76 0 26 Mar 2023
Learning Context-aware Classifier for Semantic Segmentation Zhuotao Tian Jiequan Cui Li Jiang Xiaojuan Qi Xin Lai Yixin Chen Shu Liu Jiaya Jia 110 22 0 21 Mar 2023
Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions Theodoros Panagiotakopoulos Pier Luigi Dovesi Linus Harenstam-Nielsen Matteo Poggi CLL 39 18 0 21 Jul 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 230 3,458 0 29 Apr 2022
Continual Test-Time Domain Adaptation Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 79 412 0 25 Mar 2022
One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon Jong Chul Ye VLM 46 43 0 17 Mar 2022
Domain Adaptation via Prompt Learning Chunjiang Ge Rui Huang Mixue Xie Zihang Lai Shiji Song Shuang Li Gao Huang VPVLM VLM 45 146 0 14 Feb 2022
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation Xinyi Wu Zhenyao Wu Yuhang Lu Lili Ju Song Wang 47 23 0 09 Dec 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 60 458 0 29 Nov 2021
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation Li Jiang Shaoshuai Shi Zhuotao Tian Xin Lai Shu Liu Chi-Wing Fu Jiaya Jia SSL 3DPC 148 117 0 15 Oct 2021
PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior Mask Xiaoliu Luo Zhuotao Tian Taiping Zhang Bei Yu Yuan Yan Tang Jiaya Jia 63 37 0 28 Sep 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford Jan van Gemert 67 58 0 11 Aug 2021
Semi-supervised Semantic Segmentation with Directional Context-aware Consistency Xin Lai Zhuotao Tian Li Jiang Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 61 209 0 27 Jun 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 105 4,934 0 31 May 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 116 144 0 22 Apr 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 143 1,198 0 02 Mar 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 286 4,873 0 24 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 376 3,778 0 11 Feb 2021
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 46 891 0 11 Apr 2020
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 318 793 0 26 Aug 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Yunsheng Li Lu Yuan Nuno Vasconcelos SSeg 51 625 0 24 Apr 2019
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 95 1,535 0 28 Feb 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 98 2,985 0 08 Nov 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 238 11,941 0 04 Dec 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 214 2,835 0 20 Nov 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 40 3,123 0 06 Jul 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 484 11,540 0 06 Apr 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 307 9,418 0 28 May 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 163 5,163 0 10 Feb 2015