Vision Transformers for Dense Prediction

24 March 2021

Papers citing "Vision Transformers for Dense Prediction"

50 / 982 papers shown

Title
Automated Distance Estimation for Wildlife Camera Trapping Peter Johanns T. Haucke Volker Steinhage 15 17 0 09 Feb 2022
Transformers in Self-Supervised Monocular Depth Estimation with Unknown Camera Intrinsics Arnav Varma Hemang Chawla Bahram Zonooz Elahe Arani ViT MDE 31 49 0 07 Feb 2022
GLPanoDepth: Global-to-Local Panoramic Depth Estimation Jia-Chi Bai Shuichang Lai Haoyu Qin Jie Guo Yanwen Guo ViT MDE 61 21 0 06 Feb 2022
StandardSim: A Synthetic Dataset For Retail Environments Cristina Mata Nick Locascio Mohammed Azeem Sheikh Kenny Kihara Daniel L. Fischetti 16 9 0 04 Feb 2022
Towards 3D Scene Reconstruction from Locally Scale-Aligned Monocular Video Depth Guangkai Xu Wei Yin Hao Chen Chunhua Shen Kai-Sheng Cheng Fengyu Wu Fengshang Zhao MDE 19 9 0 03 Feb 2022
AtmoDist: Self-supervised Representation Learning for Atmospheric Dynamics Sebastian Hoffmann C. Lessig AI4Cl 24 8 0 02 Feb 2022
A Comprehensive Study of Vision Transformers on Dense Prediction Tasks Kishaan Jeeveswaran Senthilkumar S. Kathiresan Arnav Varma Omar Magdy Bahram Zonooz Elahe Arani ViT 17 10 0 21 Jan 2022
Multi-view Monocular Depth and Uncertainty Prediction with Deep SfM in Dynamic Environments Christian Homeyer Oliver Lange Christoph Schnörr MDE 13 3 0 21 Jan 2022
GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding Yunhan Zhao Connelly Barnes Yuqian Zhou Eli Shechtman Sohrab Amirghodsi Charless C. Fowlkes 17 8 0 20 Jan 2022
Global-Local Path Networks for Monocular Depth Estimation with Vertical CutDepth Doyeon Kim Woonghyun Ka Pyunghwan Ahn Donggyu Joo S. Chun Junmo Kim MDE 11 124 0 19 Jan 2022
SwinUNet3D -- A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformers Alabi Bojesomo Hasan Al Marzouqi P. Liatsis ViT 26 6 0 17 Jan 2022
Domain Adaptation via Bidirectional Cross-Attention Transformer Xiyu Wang Pengxin Guo Yu Zhang ViT 14 19 0 15 Jan 2022
A Survey on RGB-D Datasets Alexandre Lopes Roberto Souza Hélio Pedrini 3DV MDE 24 33 0 15 Jan 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge J. Belongie V. Koltun René Ranftl VLM 43 600 0 10 Jan 2022
QuadTree Attention for Vision Transformers Shitao Tang Jiahui Zhang Siyu Zhu Ping Tan ViT 157 156 0 08 Jan 2022
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation Zhitong Xiong Wei Huang Jingtao Hu Xiao Xiang Zhu 11 19 0 30 Dec 2021
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction Jing Zhang Jianwen Xie Nick Barnes Ping Li ViT 35 90 0 27 Dec 2021
Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry Gwangbin Bae Ignas Budvytis R. Cipolla 3DV 4 59 0 15 Dec 2021
E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation Jie Zhu Huabin Huang Banghuai Li Leye Wang 25 14 0 14 Dec 2021
Stereoscopic Universal Perturbations across Different Architectures and Datasets Z. Berger Parth T. Agrawal Tianlin Liu Stefano Soatto A. Wong AAML 19 19 0 12 Dec 2021
DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition Yuxuan Liang Pan Zhou Roger Zimmermann Shuicheng Yan ViT 21 21 0 09 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 63 40 0 06 Dec 2021
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation Weixuan Sun Jing Zhang Zheyuan Liu Yiran Zhong Nick Barnes ViT 58 14 0 06 Dec 2021
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation Haobo Yuan Xiangtai Li Yibo Yang Guangliang Cheng Jing Zhang Yunhai Tong Lefei Zhang Dacheng Tao MDE 33 42 0 05 Dec 2021
Toward Practical Monocular Indoor Depth Estimation Cho-Ying Wu Jialiang Wang Michael Hall Ulrich Neumann Shuochen Su 3DV MDE 43 62 0 04 Dec 2021
Machine Learning Subsystem for Autonomous Collision Avoidance on a small UAS with Embedded GPU Nicholas Polosky Tyler Gwin Sean Furman Parth Barhanpurkar Jithin Jagannath 17 6 0 03 Dec 2021
Object-aware Monocular Depth Prediction with Instance Convolutions Enis Simsar Evin Pınar Örnek Fabian Manhardt Helisa Dhamo Nassir Navab F. Tombari 3DH MDE 13 1 0 02 Dec 2021
3D Photo Stylization: Learning to Generate Stylized Novel Views from a Single Image Fangzhou Mu Jian Wang Yichen Wu Yin Li DiffM 3DH 17 46 0 30 Nov 2021
360MonoDepth: High-Resolution 360° Monocular Depth Estimation M. Rey-Area Mingze Yuan Christian Richardt MDE 13 71 0 30 Nov 2021
AdaViT: Adaptive Vision Transformers for Efficient Image Recognition Lingchen Meng Hengduo Li Bor-Chun Chen Shiyi Lan Zuxuan Wu Yu-Gang Jiang Ser-Nam Lim ViT 23 219 0 30 Nov 2021
PlantStereo: A Stereo Matching Benchmark for Plant Surface Dense Reconstruction Qingyun Wang Baojian Ma Wei Liu Ming Lou Mingchuan Zhou Huanyu Jiang Y. Ying 3DV 9 0 0 30 Nov 2021
Pyramid Adversarial Training Improves ViT Performance Charles Herrmann Kyle Sargent Lu Jiang Ramin Zabih Huiwen Chang Ce Liu Dilip Krishnan Deqing Sun ViT 18 56 0 30 Nov 2021
TransMVSNet: Global Context-aware Multi-view Stereo Network with Transformers Yikang Ding Wentao Yuan Qingtian Zhu Haotian Zhang Xiangyue Liu Yuanjiang Wang Xiao Liu ViT 21 178 0 29 Nov 2021
The Implicit Values of A Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement Ilya Chugunov Yuxuan Zhang Zhihao Xia Xuaner Cecilia Zhang Jiawen Chen Felix Heide 3DH MDE 22 14 0 26 Nov 2021
SWAT: Spatial Structure Within and Among Tokens Kumara Kahatapitiya Michael S. Ryoo 23 6 0 26 Nov 2021
Scene Representation Transformer: Geometry-Free Novel View Synthesis Through Set-Latent Scene Representations Mehdi S. M. Sajjadi H. Meyer Etienne Pot Urs M. Bergmann Klaus Greff ... Daniel Duckworth Alexey Dosovitskiy Jakob Uszkoreit Thomas Funkhouser Andrea Tagliasacchi ViT 35 184 0 25 Nov 2021
Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing Xiaoxue Chen Tianyu Liu Hao Zhao Guyue Zhou Ya-Qin Zhang 21 22 0 24 Nov 2021
Distortion Reduction for Off-Center Perspective Projection of Panoramas Chi-Han Peng Jiayao Zhang MDE 11 0 0 23 Nov 2021
Monocular Road Planar Parallax Estimation Haobo Yuan Teng Chen Wei Sui Jiafeng Xie Lefei Zhang Yuan Li Qian Zhang 10 4 0 22 Nov 2021
Topological Regularization for Dense Prediction Deqing Fu Bradley J. Nelson MDE 14 0 0 22 Nov 2021
Towards Comprehensive Monocular Depth Estimation: Multiple Heads Are Better Than One Shuwei Shao Ran Li Z. Pei Zhong Liu Weihai Chen Wentao Zhu Xingming Wu Baochang Zhang ViT MDE 23 11 0 16 Nov 2021
Beyond Mono to Binaural: Generating Binaural Audio from Mono Audio with Depth and Cross Modal Attention Kranti K. Parida Siddharth Srivastava Gaurav Sharma MDE 31 20 0 15 Nov 2021
Online Mutual Adaptation of Deep Depth Prediction and Visual SLAM S. Loo M. Shakeri S. Tang S. Mashohor Hong Zhang MDE 14 6 0 07 Nov 2021
Body Size and Depth Disambiguation in Multi-Person Reconstruction from Single Images Nicolas Ugrinovic Adria Ruiz Antonio Agudo Alberto Sanfeliu Francesc Moreno-Noguer 3DH 13 12 0 02 Nov 2021
Transformers for prompt-level EMA non-response prediction Supriya Nagesh Alexander Moreno Stephanie M Carpenter Jamie Yap Soujanya Chatterjee ... Santosh Kumar Cho Lam D. Wetter Inbal Nahum-Shani James M. Rehg 12 0 0 01 Nov 2021
HRFormer: High-Resolution Transformer for Dense Prediction Yuhui Yuan Rao Fu Lang Huang Weihong Lin Chao Zhang Xilin Chen Jingdong Wang ViT 24 226 0 18 Oct 2021
Learning multiplane images from single views with self-supervision Gustavo Sutter P. Carvalho D. Luvizon Antonio Joia Neto André G. C. Pacheco O. A. B. Penatti SSL 30 1 0 18 Oct 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 224 1,018 0 13 Oct 2021
Dense Uncertainty Estimation Jing Zhang Yuchao Dai Mochu Xiang Deng-Ping Fan Peyman Moghadam Mingyi He Christian J. Walder Kaihao Zhang Mehrtash Harandi Nick Barnes UQCV BDL 52 10 0 13 Oct 2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans Ainaz Eftekhar Alexander Sax Roman Bachmann Jitendra Malik Amir Zamir MedIm 33 288 0 11 Oct 2021