Vision Transformers for Dense Prediction

IEEE International Conference on Computer Vision (ICCV), 2021

24 March 2021

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Papers citing "Vision Transformers for Dense Prediction"

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Title
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LayerLock: Non-collapsing Representation Learning with Progressive Freezing Goker Erdogan Nikhil Parthasarathy Catalin Ionescu Drew A. Hudson Alexander Lerchner Andrew Zisserman Mehdi S. M. Sajjadi João Carreira 112 0 0 12 Sep 2025
Loc $^2$ : Interpretable Cross-View Localization via Depth-Lifted Local Feature Matching Zimin Xia Chenghao Xu Alexandre Alahi MDE 232 0 0 11 Sep 2025
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Faster VGGT with Block-Sparse Global Attention Chung-Shien Brian Wang Christian Schmidt Jens Piekenbrinck Bastian Leibe ViT 110 6 0 08 Sep 2025
JRN-Geo: A Joint Perception Network based on RGB and Normal images for Cross-view Geo-localizationIEEE International Conference on Robotics and Automation (ICRA), 2025 Hongyu Zhou Y. Zhang Tingsong Huang Fawei Ge Man Qi X. Zhang Y. Zhang 104 0 0 06 Sep 2025
FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases Matteo Poggi Fabio Tosi 100 2 0 05 Sep 2025
From Editor to Dense Geometry Estimator Jiyuan Wang Chunyu Lin Lei-huan Sun Rongying Liu Lang Nie Mingxing Li K. Liao Xiangxiang Chu Yao-Min Zhao DiffM MDE 202 6 0 04 Sep 2025
DUViN: Diffusion-Based Underwater Visual Navigation via Knowledge-Transferred Depth Features Jinghe Yang Minh-Quan Le Mingming Gong Ye Pu 112 1 0 03 Sep 2025
Manipulation as in Simulation: Enabling Accurate Geometry Perception in Robots Minghuan Liu Zhengbang Zhu Xiaoshen Han Peng Hu Haotong Lin ... Xinghang Li Yong Yu Weinan Zhang Tao Kong Bingyi Kang 112 2 0 02 Sep 2025
RiverScope: High-Resolution River Masking Dataset Rangel Daroya Taylor Rowley Jonathan Flores Elisa Friedmann Fiona Bennitt ... Thomas E. Howard Yanqi Ye Audrey Turcotte Colin J. Gleason Subhransu Maji 88 1 0 02 Sep 2025
ViSTA-SLAM: Visual SLAM with Symmetric Two-view Association Ganlin Zhang Shenhan Qian Xi Wang Daniel Cremers 112 3 0 01 Sep 2025
ER-LoRA: Effective-Rank Guided Adaptation for Weather-Generalized Depth Estimation Weilong Yan Xin Zhang Robby T. Tan MDE 243 0 0 31 Aug 2025
SegDINO: An Efficient Design for Medical and Natural Image Segmentation with DINO-V3 Sicheng Yang Hongqiu Wang Zhaohu Xing Sixiang Chen Lei Zhu 188 3 0 31 Aug 2025
FastAvatar: Towards Unified Fast High-Fidelity 3D Avatar Reconstruction with Large Gaussian Reconstruction Transformers Yue Wu Yufan Wu Wen Li Y. Lu Kairui Feng Xuanhong Chen 3DGS 68 1 0 27 Aug 2025
SAIL-Recon: Large SfM by Augmenting Scene Regression with Localization Junyuan Deng Heng Li Tao Xie Weiqiang Ren Qian Zhang Ping Tan Xiaoyang Guo ViT 80 2 0 25 Aug 2025
HAMSt3R: Human-Aware Multi-view Stereo 3D Reconstruction Sara Rojas M. Armando Bernard Ghamen Philippe Weinzaepfel Vincent Leroy Grégory Rogez 3DH 65 3 0 22 Aug 2025
SAMFusion: Sensor-Adaptive Multimodal Fusion for 3D Object Detection in Adverse WeatherEuropean Conference on Computer Vision (ECCV), 2025 Edoardo Palladin Roland Dietze Praveen Narayanan Mario Bijelic Felix Heide 172 7 0 22 Aug 2025
Representation Learning with Adaptive Superpixel Coding Mahmoud Khalil Ahmad Khalil A. Ngom ViT 108 0 0 21 Aug 2025
SceneGen: Single-Image 3D Scene Generation in One Feedforward Pass Yanxu Meng Haoning Wu Ya Zhang Weidi Xie VGen 352 8 0 21 Aug 2025
Snap-Snap: Taking Two Images to Reconstruct 3D Human Gaussians in Milliseconds Jia Lu Taoran Yi Jiemin Fang Chen-Ning Yang Chuiyun Wu Wei Shen Wenyu Liu Qi Tian X. Wang 3DH 3DGS 145 1 0 20 Aug 2025
GasTwinFormer: A Hybrid Vision Transformer for Livestock Methane Emission Segmentation and Dietary Classification in Optical Gas Imaging Toqi Tahamid Sarker M. Embaby Taminul Islam A. AbuGhazaleh Khaled R Ahmed 68 0 0 20 Aug 2025
ROVR-Open-Dataset: A Large-Scale Depth Dataset for Autonomous Driving Xianda Guo Ruijun Zhang Yiqun Duan Ruilin Wang Matteo Poggi ... Mike Horton Yuan Si Long Chen Hao Zhao Long Chen 3DV MDE 230 0 0 19 Aug 2025
PhysGM: Large Physical Gaussian Model for Feed-Forward 4D Synthesis Chunji Lv Zequn Chen Donglin Di Weinan Zhang Hao Li Wei Chen Changsheng Li Changsheng Li 3DGS AI4CE 224 1 0 19 Aug 2025
Local Scale Equivariance with Latent Deep Equilibrium Canonicalizer Md Ashiqur Rahman Chiao-An Yang Michael N. Cheng Lim Jun Hao Jeremiah Jiang Teck-Yian Lim Raymond A. Yeh BDL 136 0 0 19 Aug 2025
Online 3D Gaussian Splatting Modeling with Novel View SelectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Byeonggwon Lee Junkyu Park Khang Truong Giang Soohwan Song 3DGS 3DV 173 1 0 19 Aug 2025
STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer Yushi Lan Yihang Luo Fangzhou Hong Shangchen Zhou Honghua Chen Zhaoyang Lyu Shuai Yang Bo Dai Chen Change Loy Xingang Pan ViT 3DPC 3DGS 141 11 0 14 Aug 2025
Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment Shi-Chen Zhang Yunheng Li Yu-Huan Wu Qibin Hou Ming-Ming Cheng SSeg 184 1 0 12 Aug 2025
TRIDE: A Text-assisted Radar-Image weather-aware fusion network for Depth Estimation Huawei Sun Zixu Wang Hao Feng Julius Ott Lorenzo Servadei Robert Wille 132 1 0 11 Aug 2025
Mem4D: Decoupling Static and Dynamic Memory for Dynamic Scene Reconstruction Xudong Cai S. Wang Peng Wang Yongcai Wang Zhaoxin Fan Zhaoxin Fan T. Zhang Jianrong Tao Yeying Jin Deying Li 177 2 0 11 Aug 2025
Learning an Implicit Physics Model for Image-based Fluid Simulation Emily Yue-Ting Jia Jiageng Mao Zhiyuan Gao Yajie Zhao Yue Wang 3DH VGen AI4CE 61 0 0 11 Aug 2025
Matrix-3D: Omnidirectional Explorable 3D World Generation Zhongqi Yang Wenhang Ge Yuqi Li J. Chen Haoyuan Li ... Eric Li Yang Liu Yikai Wang Hao Guo Yahui Zhou VGen 107 9 0 11 Aug 2025
VesselRW: Weakly Supervised Subcutaneous Vessel Segmentation via Learned Random Walk Propagation Ayaan Nooruddin Siddiqui Mahnoor Zaidi Ayesha Nazneen Shahbaz Priyadarshini Chatterjee Krishnan Menon Iyer 241 0 0 09 Aug 2025
Edge Detection for Organ Boundaries via Top Down Refinement and SubPixel Upsampling Aarav Mehta Priya Deshmukh Vikram Singh Siddharth Malhotra Krishnan Menon Iyer Tanvi Iyer MedIm 252 0 0 09 Aug 2025
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CF3: Compact and Fast 3D Feature Fields Hyunjoon Lee Joonkyu Min Jaesik Park 3DGS 173 1 0 07 Aug 2025
EndoMatcher: Generalizable Endoscopic Image Matcher via Multi-Domain Pre-training for Robot-Assisted Surgery Bingyu Yang Qingyao Tian Yimeng Geng Huai Liao Xinyan Huang Jiebo Luo Hongbin Liu MedIm 61 0 0 07 Aug 2025
AR as an Evaluation Playground: Bridging Metrics and Visual Perception of Computer Vision Models Ashkan Ganj Yiqin Zhao Tian Guo 84 0 0 06 Aug 2025
DET-GS: Depth- and Edge-Aware Regularization for High-Fidelity 3D Gaussian Splatting Zexu Huang Min Xu Stuart Perry 3DGS 159 0 0 06 Aug 2025
Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens Suchisrit Gangopadhyay Jung-Hee Kim Xien Chen Patrick Rim Hyoungseob Park Alex Wong MDE 309 1 0 06 Aug 2025
Monocular Depth Estimation with Global-Aware Discretization and Local Context Modeling Heng Wu Qian Zhang Guixu Zhang MDE 152 0 0 05 Aug 2025
Uni3R: Unified 3D Reconstruction and Semantic Understanding via Generalizable Gaussian Splatting from Unposed Multi-View Images Xiangyu Sun Haoyi Jiang Liu Liu Seungtae Nam Gyeongjin Kang ... Wei Sui Zhizhong Su Wenyu Liu Xinggang Wang Eunbyung Park 3DGS 266 5 0 05 Aug 2025
Deeply Dual Supervised learning for melanoma recognition Rujosh Polma Krishnan Menon Iyer 207 0 0 04 Aug 2025
Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images Philipp Wulff Felix Wimbauer Dominik Muhle Daniel Cremers MDE 144 0 0 04 Aug 2025