Vision Transformers for Dense Prediction

24 March 2021

Papers citing "Vision Transformers for Dense Prediction"

50 / 982 papers shown

Title
DuckSegmentation: A segmentation model based on the AnYue Hemp Duck Dataset Ling Feng Tianyu Xie Wei Ma Ruijie Fu Y. Zhang Jun Li Bei Zhou 41 0 0 27 Mar 2025
The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs Jonathan Sauder Viktor Domazetoski G. Banc-Prandi Gabriela Perna Anders Meibom D. Tuia 50 0 0 25 Mar 2025
FUSE: Label-Free Image-Event Joint Monocular Depth Estimation via Frequency-Decoupled Alignment and Degradation-Robust Fusion Pihai Sun Junjun Jiang Yuanqi Yao Youyu Chen Wenbo Zhao Kui Jiang Xianming Liu MDE 41 0 0 25 Mar 2025
Semi-SD: Semi-Supervised Metric Depth Estimation via Surrounding Cameras for Autonomous Driving Yusen Xie Zhengmin Huang Shaojie Shen Jun Ma 43 0 0 25 Mar 2025
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial Images Yara AlaaEldin Francesca Odone MDE 49 0 0 23 Mar 2025
Co-op: Correspondence-based Novel Object Pose Estimation Sungphill Moon Hyeontae Son Dongcheol Hur Sangwook Kim 3DH 59 1 0 22 Mar 2025
ClaraVid: A Holistic Scene Reconstruction Benchmark From Aerial Perspective With Delentropy-Based Complexity Profiling Radu Beche Sergiu Nedevschi 125 0 0 22 Mar 2025
Pow3R: Empowering Unconstrained 3D Reconstruction with Camera and Scene Priors Wonbong Jang Philippe Weinzaepfel Vincent Leroy Lourdes Agapito Jérôme Revaud 46 0 0 21 Mar 2025
Radar-Guided Polynomial Fitting for Metric Depth Estimation Patrick Rim Hyoungseob Park Vadim Ezhov Jeffrey Moon Alex Wong MDE 44 0 0 21 Mar 2025
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 50 0 0 21 Mar 2025
Learning to Efficiently Adapt Foundation Models for Self-Supervised Endoscopic 3D Scene Reconstruction from Any Cameras Beilei Cui Long Bai Mobarakol Islam An-Chi Wang Z. Ma ... Feng Li Zhen Chen Zhongliang Jiang Nassir Navab Hongliang Ren MedIm 60 0 0 20 Mar 2025
QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge Xuan Shen Weize Ma Jing Liu Changdi Yang Rui Ding ... Wei Niu Yanzhi Wang Pu Zhao Jun Lin Jiuxiang Gu MQ 52 0 0 20 Mar 2025
GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation Zinqin Huang Gu Wang Chenyangguang Zhang Ruida Zhang Xiu Li Xiangyang Ji 46 0 0 19 Mar 2025
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene Shengqiong Wu Hao Fei Jingkang Yang X. Li Juncheng Li H. Zhang Tat-Seng Chua 48 0 0 19 Mar 2025
Bolt3D: Generating 3D Scenes in Seconds Stanislaw Szymanowicz Jason Y. Zhang P. Srinivasan Ruiqi Gao Arthur Brussee Aleksander Holynski Ricardo Martín Brualla Jonathan T. Barron Philipp Henzler 96 4 0 18 Mar 2025
SplatVoxel: History-Aware Novel View Streaming without Temporal Training Yiming Wang Lucy Chai Xuan Luo Michael Niemeyer Manuel Lagunas Stephen Lombardi Siyu Tang Tiancheng Sun 3DGS 56 0 0 18 Mar 2025
Deblur Gaussian Splatting SLAM Francesco Girlanda D. Rozumnyi Marc Pollefeys Martin R. Oswald 3DGS 50 0 0 16 Mar 2025
VGGT: Visual Geometry Grounded Transformer Jianyuan Wang Minghao Chen Nikita Karaev Andrea Vedaldi Christian Rupprecht David Novotny ViT 48 7 0 14 Mar 2025
Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis Chen Zhao Xuan Wang Tong Zhang Saqib Javed Mathieu Salzmann 3DGS 170 0 0 13 Mar 2025
TrackGS: Optimizing COLMAP-Free 3D Gaussian Splatting with Global Track Constraints D. Shi Shen Cao Lubin Fan Bojian Wu Jinhui Guo Renjie Chen Ligang Liu Jieping Ye 3DGS 68 0 0 13 Mar 2025
VicaSplat: A Single Run is All You Need for 3D Gaussian Splatting and Camera Estimation from Unposed Video Frames Zhiqi Li Chengrui Dong Yiming Chen Zhangchi Huang Peidong Liu 3DGS ViT 58 0 0 13 Mar 2025
Flow-NeRF: Joint Learning of Geometry, Poses, and Dense Flow within Unified Neural Representations Xunzhi Zheng Dan Xu AI4CE 46 0 0 13 Mar 2025
Knowledge Consultation for Semi-Supervised Semantic Segmentation Thuan Than Nhat-Anh Nguyen-Dang Dung Nguyen Salwa K. Al Khatib Ahmed Elhagry Hai T. Phan Yihui He Zhiqiang Shen Marios Savvides Dang T. Huynh VLM 53 0 0 12 Mar 2025
1LoRA: Summation Compression for Very Low-Rank Adaptation Alessio Quercia Zhuo Cao Arya Bangun Richard D. Paul Abigail Morrison Ira Assent Hanno Scharr 55 0 0 11 Mar 2025
GigaSLAM: Large-Scale Monocular SLAM with Hierachical Gaussian Splats K. Deng Jian Yang Shenlong Wang J. Xie 3DGS 45 0 0 11 Mar 2025
LBM: Latent Bridge Matching for Fast Image-to-Image Translation Clement Chadebec O. Tasar Sanjeev Sreetharan Benjamin Aubin 37 0 0 10 Mar 2025
Towards Ambiguity-Free Spatial Foundation Model: Rethinking and Decoupling Depth Ambiguity Xiaohao Xu Feng Xue X. Li Haowei Li S. M. I. Simon X. Yang T. Zhang Matthew Johnson-Roberson Xiaonan Huang 3DV 43 0 0 08 Mar 2025
Underlying Semantic Diffusion for Effective and Efficient In-Context Learning Zhong Ji Weilong Cao Yan Zhang Yanwei Pang Jungong Han X. Li DiffM VLM 42 0 0 06 Mar 2025
S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting Yecong Wan Mingwen Shao Yuanshuo Cheng W. Zuo 53 0 0 06 Mar 2025
EvidMTL: Evidential Multi-Task Learning for Uncertainty-Aware Semantic Surface Mapping from Monocular RGB Images Rohit Menon Nils Dengler Sicong Pan Gokul Krishna Chenchani Maren Bennewitz EDL 86 0 0 06 Mar 2025
COARSE: Collaborative Pseudo-Labeling with Coarse Real Labels for Off-Road Semantic Segmentation Aurelio Noca Xianmei Lei Jonathan Becktor J. Edlund Anna Sabel Patrick Spieler Curtis Padgett Alexandre Alahi Deegan Atha 50 0 0 05 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction? Chao Ning Wanshui Gan Weihao Xuan Naoto Yokoya 48 0 0 05 Mar 2025
SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion Xuan Zhu Jijun Xiang Xianqi Wang Longliang Liu Y. Wang H. Zhang Fei Guo Xin-She Yang 65 1 0 03 Mar 2025
Blind Augmentation: Calibration-free Camera Distortion Model Estimation for Real-time Mixed-reality Consistency Siddhant Prakash David R. Walton R. K. D. Anjos A. Steed Tobias Ritschel 34 0 0 03 Mar 2025
MUSt3R: Multi-view Network for Stereo 3D Reconstruction Yohann Cabon Lucas Stoffl L. Antsfeld G. Csurka Boris Chidlovskii Jérôme Revaud Vincent Leroy 3DGS 3DV 53 2 0 03 Mar 2025
Bridging Spectral-wise and Multi-spectral Depth Estimation via Geometry-guided Contrastive Learning Ukcheol Shin Kyunghyun Lee Jean Oh MDE 26 1 0 02 Mar 2025
Bring Your Own Grasp Generator: Leveraging Robot Grasp Generation for Prosthetic Grasping Giuseppe Stracquadanio Federico Vasile Elisa Maiettini Nicoló Boccardo Lorenzo Natale 29 0 0 01 Mar 2025
Back to the Future Cyclopean Stereo: a human perception approach combining deep and geometric constraints Sherlon Almeida da Silva Davi Geiger Luiz Velho Moacir Antonelli Ponti 38 0 0 28 Feb 2025
UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler Luigi Piccinelli Christos Sakaridis Y. Yang Mattia Segu Siyuan Li Wim Abbeloos Luc Van Gool MDE 41 6 0 27 Feb 2025
FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks Tanawan Premsri Parisa Kordjamshidi 43 1 0 25 Feb 2025
Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model Yaxuan Huang Xili Dai Jianan Wang Xianbiao Qi Yixing Yuan Xiangyu Yue 43 0 0 24 Feb 2025
Challenges of Multi-Modal Coreset Selection for Depth Prediction Viktor Moskvoretskii Narek Alvandian 39 0 0 20 Feb 2025
L4P: Low-Level 4D Vision Perception Unified Abhishek Badki Hang Su Bowen Wen Orazio Gallo VLM 78 1 0 18 Feb 2025
FLARE: Feed-forward Geometry, Appearance and Camera Estimation from Uncalibrated Sparse Views Shangzhan Zhang Jianyuan Wang Yinghao Xu Nan Xue Christian Rupprecht Xiaowei Zhou Yujun Shen Gordon Wetzstein 108 7 0 17 Feb 2025
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing Shutong Zhang 37 0 0 15 Feb 2025
CoL3D: Collaborative Learning of Single-view Depth and Camera Intrinsics for Metric 3D Shape Recovery Chenghao Zhang Lubin Fan Shen Cao Bojian Wu Jieping Ye 76 0 0 13 Feb 2025
Matrix3D: Large Photogrammetry Model All-in-One Yuanxun Lu Jingyang Zhang Tian Fang Jean-Daniel Nahmias Yanghai Tsin Long Quan Xun Cao Yao Yao Shiwei Li 108 4 0 11 Feb 2025
Revisiting Gradient-based Uncertainty for Monocular Depth Estimation Julia Hornauer Amir El-Ghoussani Vasileios Belagiannis UQCV 50 0 0 09 Feb 2025
Leveraging Stable Diffusion for Monocular Depth Estimation via Image Semantic Encoding Jingming Xia Guanqun Cao Guang Ma Yiben Luo Qinzhao Li John Oyekan MDE 54 0 0 01 Feb 2025
CheapNVS: Real-Time On-Device Narrow-Baseline Novel View Synthesis K. Georgiadis M. K. Yucel Albert Saà-Garriga ViT 50 1 0 24 Jan 2025