Instruct2See: Learning to Remove Any Obstructions Across Distributions

23 May 2025

Papers citing "Instruct2See: Learning to Remove Any Obstructions Across Distributions"

30 / 30 papers shown

Title
SAM 2: Segment Anything in Images and Videos Nikhila Ravi Valentin Gabeur Yuan-Ting Hu Ronghang Hu Chaitanya K. Ryali ... Nicolas Carion Chao-Yuan Wu Ross B. Girshick Piotr Dollár Christoph Feichtenhofer VLM MLLM 172 944 0 01 Aug 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 85 39 0 14 Jul 2024
Zero-shot Object Counting with Good Exemplars Huilin Zhu Jingling Yuan Zhengwei Yang Yu Guo Zheng Wang Xian Zhong Shengfeng He VLM 87 10 0 06 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 124 33 0 05 Jul 2024
UAV-Rain1k: A Benchmark for Raindrop Removal from UAV Aerial Imagery Wenhui Chang Hongming Chen Xin He Xiang Chen Liangduo Shen 55 7 0 08 Feb 2024
Neural Spline Fields for Burst Image Fusion and Layer Separation Ilya Chugunov David Shustin Ruyu Yan Chenyang Lei Felix Heide 65 12 0 21 Dec 2023
Gradpaint: Gradient-Guided Inpainting with Diffusion Models Asya Grechka Guillaume Couairon Matthieu Cord DiffM 113 13 0 18 Sep 2023
Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources Recovery Yuyan Zhou Dong Liang Songcan Chen Shengjian Huang Shuo Yang Chongyi Li 91 14 0 31 Aug 2023
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks Sixiang Chen Tian-Chun Ye Jinbin Bai Erkang Chen Jun Shi Lei Zhu 78 45 0 27 Aug 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 165 551 0 03 Apr 2023
Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior Yu Dai Yihang Luo Shangchen Zhou Chongyi Li Chen Change Loy 101 22 0 27 Mar 2023
Efficient Flow-Guided Multi-frame De-fencing Stavros Tsogkas Feng Zhang Allan D. Jepson Alex Levinshtein 58 2 0 25 Jan 2023
Dual-Pixel Raindrop Removal Yizhou Li Yusuke Monno Masatoshi Okutomi 82 6 0 24 Oct 2022
DiffEdit: Diffusion-based semantic image editing with mask guidance Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 151 515 0 20 Oct 2022
Flare7K: A Phenomenological Nighttime Flare Removal Dataset Yu Dai Chongyi Li Shangchen Zhou Ruicheng Feng Chen Change Loy 71 51 0 12 Oct 2022
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci Robert Legenstein DiffM 125 271 0 29 Jul 2022
MAT: Mask-Aware Transformer for Large Hole Image Inpainting Wenbo Li Zhe Lin Kun Zhou Lu Qi Yi Wang Jiaya Jia 142 320 0 29 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 571 4,435 0 28 Jan 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 213 2,280 0 18 Nov 2021
Resolution-robust Large Mask Inpainting with Fourier Convolutions Roman Suvorov Elizaveta Logacheva Anton Mashikhin Anastasia Remizova Arsenii Ashukha Aleksei Silvestrov Naejin Kong Harshith Goka Kiwoong Park Victor Lempitsky 136 873 0 15 Sep 2021
Blind Image Decomposition Junlin Han Weihao Li Pengfei Fang Chunyi Sun Jie Hong M. Armin L. Petersson Hongdong Li 91 38 0 25 Aug 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.1K 30,092 0 26 Feb 2021
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 177 1,690 0 01 Dec 2020
Learning to See Through Obstructions with Layered Decomposition Yu-Lun Liu Wei-Sheng Lai Ming-Hsuan Yang Yung-Yu Chuang Jia-Bin Huang 64 19 0 11 Aug 2020
Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting Yanhong Zeng Jianlong Fu Hongyang Chao B. Guo GAN SSeg 99 405 0 16 Apr 2019
Accurate and efficient video de-fencing using convolutional neural networks and temporal information Chen Du Byeongkeun Kang Zheng Xu Ji Dai Truong Thao Nguyen 87 20 0 28 Jun 2018
Single Image Reflection Separation with Perceptual Losses X. Zhang Ren Ng Qifeng Chen 106 323 0 14 Jun 2018
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 144 637 0 28 Nov 2017
DesnowNet: Context-Aware Deep Network for Snow Removal Yun-Fu Liu Da-Wei Jaw Shih-Chia Huang Lei Li 69 339 0 15 Aug 2017
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 209 1,013 0 25 Sep 2016