Vision Transformers for Dense Prediction

IEEE International Conference on Computer Vision (ICCV), 2021

24 March 2021

ArXiv (abs)PDF HTML HuggingFace (1 upvotes)Github (2138★)

Papers citing "Vision Transformers for Dense Prediction"

50 / 1,221 papers shown

Title
Label-Efficient Hyperspectral Image Classification via Spectral FiLM Modulation of Low-Level Pretrained Diffusion Features Yuzhen Hu Biplab Banerjee Saurabh Prasad 16 0 0 03 Dec 2025
Unique Lives, Shared World: Learning from Single-Life Videos Tengda Han Sayna Ebrahimi Dilara Gokay Li Yang Ku M. Ovsjanikov ... Daniel Zoran Viorica Patraucean João Carreira Andrew Zisserman Dima Damen 88 0 0 03 Dec 2025
MUT3R: Motion-aware Updating Transformer for Dynamic 3D Reconstruction Guole Shen Tianchen Deng Xingrui Qin Nailin Wang Jianyu Wang Yanbo Wang Yongtao Chen Hesheng Wang Jingchuan Wang ViT 104 0 0 03 Dec 2025
AVGGT: Rethinking Global Attention for Accelerating VGGT Xianbing Sun Zhikai Zhu Zhengyu Lou Bo Yang Jinyang Tang Liqing Zhang He Wang Jianfu Zhang ViT LRM 88 0 0 02 Dec 2025
FlashVGGT: Efficient and Scalable Visual Geometry Transformers with Compressed Descriptor Attention Zipeng Wang Dan Xu ViT 24 0 0 01 Dec 2025
Learning What Helps: Task-Aligned Context Selection for Vision Tasks Jingyu Guo Emir Konuk Fredrik Strand Christos Matsoukas Kevin Smith 32 0 0 29 Nov 2025
Shoe Style-Invariant and Ground-Aware Learning for Dense Foot Contact Estimation Daniel Sungho Jung Kyoung Mu Lee 80 0 0 27 Nov 2025
ColonAdapter: Geometry Estimation Through Foundation Model Adaptation for ColonoscopyIEEE Robotics and Automation Letters (IEEE RA-L), 2025 Zhiyi Jiang Yifu Wang Xuelian Cheng Zongyuan Ge 40 0 0 27 Nov 2025
Controllable 3D Object Generation with Single Image PromptInternational Conference on Pattern Recognition (ICPR), 2025 Jaeseok Lee Jaekoo Lee DiffM 73 1 0 27 Nov 2025
AMB3R: Accurate Feed-forward Metric-scale 3D Reconstruction with Backend Hengyi Wang Lourdes Agapito 77 0 0 25 Nov 2025
Training-Free Diffusion Priors for Text-to-Image Generation via Optimization-based Visual Inversion Samuele DellÉrba Andrew D. Bagdanov 104 0 0 25 Nov 2025
Vision-Language Enhanced Foundation Model for Semi-supervised Medical Image Segmentation Jiaqi Guo Mingzhen Li Hanyu Su Santiago López Lexiaozi Fan Daniel Kim Aggelos K. Katsaggelos VLM 216 0 0 24 Nov 2025
4D-VGGT: A General Foundation Model with SpatioTemporal Awareness for Dynamic Scene Geometry Estimation Haonan Wang Hanyu Zhou Haoyue Liu Luxin Yan 85 0 0 23 Nov 2025
Frequency-Adaptive Sharpness Regularization for Improving 3D Gaussian Splatting Generalization Youngsik Yun Dongjun Gu Youngjung Uh 120 0 0 22 Nov 2025
NoPe-NeRF++: Local-to-Global Optimization of NeRF with No Pose Prior D. Shi Shen Cao Bojian Wu Jinhui Guo Lubin Fan Renjie Chen Ligang Liu Jieping Ye 112 0 0 21 Nov 2025
MuM: Multi-View Masked Image Modeling for 3D Vision David Nordström Johan Edstedt Fredrik Kahl Georg Bökman 172 0 0 21 Nov 2025
CylinderDepth: Cylindrical Spatial Attention for Multi-View Consistent Self-Supervised Surround Depth Estimation Samer Abualhanud Christian Grannemann Max Mehltretter 124 0 0 20 Nov 2025
CuriGS: Curriculum-Guided Gaussian Splatting for Sparse View Synthesis Zijian Wu Mingfeng Jiang Zidian Lin Ying Song Hanjie Ma Qun Wu Dongping Zhang Guiyang Pu 3DGS 387 0 0 20 Nov 2025
Upsample Anything: A Simple and Hard to Beat Baseline for Feature Upsampling Minseok Seo Mark Hamilton Changick Kim 176 0 0 20 Nov 2025
LEGO-SLAM: Language-Embedded Gaussian Optimization SLAM Sibaek Lee Seongbo Ha Kyeongsu Kang Joonyeol Choi Seungjun Tak Hyeonwoo Yu 3DGS 115 0 0 20 Nov 2025
NoPo-Avatar: Generalizable and Animatable Avatars from Sparse Inputs without Human Poses Jing Wen Alexander Schwing Shenlong Wang 90 0 0 20 Nov 2025
RoMa v2: Harder Better Faster Denser Feature Matching Johan Edstedt David Nordström Yushan Zhang Georg Bökman Jonathan Astermark Viktor Larsson Anders Heyden Fredrik Kahl Mårten Wadenbäck Michael Felsberg 3DV 3DH 354 0 0 19 Nov 2025
EGSA-PT:Edge-Guided Spatial Attention with Progressive Training for Monocular Depth Estimation and Segmentation of Transparent Objects Gbenga Omotara Ramy M. A. Farag Seyed Mohamad Ali Tousi G.N. DeSouza MDE 240 0 0 18 Nov 2025
PAVE: An End-to-End Dataset for Production Autonomous Vehicle Evaluation Xiangyu Li C. Wang Yumao Liu Dengbo He J. Zhang Ke Ma 63 0 0 18 Nov 2025
Geometry Meets Light: Leveraging Geometric Priors for Universal Photometric Stereo under Limited Multi-Illumination Cues King-Man Tam Satoshi Ikehata Yuta Asano Zhaoyi An Rei Kawakami 68 0 0 17 Nov 2025
Depth Anything 3: Recovering the Visual Space from Any Views Haotong Lin Sili Chen Junhao Liew Donny Y. Chen Z. Li Guang Shi Jiashi Feng Bingyi Kang 3DV VLM MDE 543 7 0 13 Nov 2025
Navigating the Wild: Pareto-Optimal Visual Decision-Making in Image Space Durgakant Pushp Weizhe (Wesley) Chen Zheng Chen Chaomin Luo Jason M. Gregory Lantao Liu 72 0 0 11 Nov 2025
Sparse4DGS: 4D Gaussian Splatting for Sparse-Frame Dynamic Scene Reconstruction Changyue Shi Chuxiao Yang Xinyuan Hu Minghao Chen Wenwen Pan Yan Yang Jiajun Ding Zhou Yu Jun Yu 3DGS 100 1 0 10 Nov 2025
FlowFeat: Pixel-Dense Embedding of Motion Profiles Nikita Araslanov Anna Sonnweber Daniel Cremers MDE 322 1 0 10 Nov 2025
MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification Zijiang Yang Hanqing Chao Bokai Zhao Yelin Yang Yunshuo Zhang ... K. Yan Dakai Jin Minfeng Xu Yun Bian Hui Jiang 261 0 0 07 Nov 2025
GraspView: Active Perception Scoring and Best-View Optimization for Robotic Grasping in Cluttered Environments Shenglin Wang Mingtong Dai Jingxuan Su Lingbo Liu C. Chen X. Wu Guanbin Li 100 0 0 06 Nov 2025
Diffusion-Guided Mask-Consistent Paired Mixing for Endoscopic Image Segmentation Pengyu Jie Wanquan Liu Rui He Yihui Wen Deyu Meng Chenqiang Gao DiffM MedIm 204 0 0 05 Nov 2025
Densemarks: Learning Canonical Embeddings for Human Heads Images via Point Tracks Dmitrii Pozdeev Alexey Artemov A. Bhattarai Artem Sevastopolsky 3DH 226 0 0 04 Nov 2025
Terrain-Enhanced Resolution-aware Refinement Attention for Off-Road Segmentation Seongkyu Choi Jhonghyun An 73 0 0 03 Nov 2025
SPADE: Sparsity Adaptive Depth Estimator for Zero-Shot, Real-Time, Monocular Depth Estimation in Underwater Environments Hongjie Zhang Gideon Billings Stefan Williams MDE 140 0 0 29 Oct 2025
More Than Generation: Unifying Generation and Depth Estimation via Text-to-Image Diffusion Models Hongkai Lin Dingkang Liang Mingyang Du Xin Zhou X. Bai MoMe MDE VLM 447 0 0 27 Oct 2025
SwiftEmbed: Ultra-Fast Text Embeddings via Static Token Lookup for Real-Time Applications Edouard Lansiaux 113 0 0 27 Oct 2025
WaveMAE: Wavelet decomposition Masked Auto-Encoder for Remote Sensing Vittorio Bernuzzi Leonardo Rossi Tomaso Fontanini Massimo Bertozzi Andrea Prati 78 0 0 26 Oct 2025
IGGT: Instance-Grounded Geometry Transformer for Semantic 3D Reconstruction Hao Li Zhengyu Zou Fangfu Liu Xuanyang Zhang Fangzhou Hong ... Yushi Lan Manyuan Zhang Gang Yu Dingwen Zhang Ziwei Liu ViT 3DV 444 2 0 26 Oct 2025
Cross-view Localization and Synthesis -- Datasets, Challenges and Opportunities N. Xu R. Qin DiffM 131 0 0 26 Oct 2025
EndoSfM3D: Learning to 3D Reconstruct Any Endoscopic Surgery Scene using Self-supervised Foundation Model Changhao Zhang Matthew J. Clarkson Mobarak I. Hoque 104 0 0 25 Oct 2025
Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks Jieyuan Zhang Xiaolong Zhou Shuai Wang Wenjie Wei Hanwen Liu Qian Sun Malu Zhang Yang Yang Haizhou Li 132 0 0 24 Oct 2025
S3OD: Towards Generalizable Salient Object Detection with Synthetic Data Orest Kupyn Hirokatsu Kataoka Christian Rupprecht 104 1 0 24 Oct 2025
PLANA3R: Zero-shot Metric Planar 3D Reconstruction via Feed-Forward Planar Splatting Changkun Liu Bin Tan Zeran Ke Shangzhan Zhang Jiachen Liu Ming Qian Nan Xue Yujun Shen Tristan Braud 3DV 176 0 0 21 Oct 2025
Think with 3D: Geometric Imagination Grounded Spatial Reasoning from Limited Views Z. Chen M. Zhang Xinlei Yu Xufang Luo Mingze Sun Zihao Pan Yan Feng Peng Pei Xunliang Cai Ruqi Huang VGen LRM 124 7 0 21 Oct 2025
M2H: Multi-Task Learning with Efficient Window-Based Cross-Task Attention for Monocular Spatial Perception U.V.B.L Udugama G. Vosselman F. Nex 99 0 0 20 Oct 2025
Mapping Hidden Heritage: Self-supervised Pre-training for Archaeological Stone Wall Mapping in Historic Landscapes Using High-Resolution DEM Derivatives Zexian Huang Mashnoon Islam Brian Armstrong Billy Bell K. Khoshelham Martin Tomko 131 0 0 20 Oct 2025
Beyond RGB: Leveraging Vision Transformers for Thermal Weapon Segmentation Akhila Kambhatla Ahmed R Khaled ViT 60 0 0 19 Oct 2025
FreqPDE: Rethinking Positional Depth Embedding for Multi-View 3D Object Detection Transformers Haisheng Su Junjie Zhang Feixiang Song Sanping Zhou Wei Wu N. Zheng Junchi Yan ViT 3DPC 136 0 0 17 Oct 2025
SHARE: Scene-Human Aligned Reconstruction Joshua Li Brendan Chharawala Chang Shu Xue Bin Peng Pengcheng Xi 3DH 150 0 0 17 Oct 2025

All Papers

Vision Transformers for Dense Prediction

Papers citing "Vision Transformers for Dense Prediction"