CVPR

Selectively Dilated Convolution for Accuracy-Preserving Sparse Pillar-based Embedded 3D Object Detection

Seongmin Park, Minjae Lee, Junwon Choi, Jungwook Choi

Comments CVPR Workshop 2024 (The 7th Workshop on Efficient Deep Learning for Computer Vision)

Segment Anything Model for Grain Characterization in Hard Drive Design

Kai Nichols, Matthew Hauwiller, Nicholas Propes, Shaowei Wu, Stephanie Hernandez, Mike Kautzky

Comments This paper has been accepted by the International Workshop on Computer Vision for Materials Science in conjunction with the IEEE/CVF CVPR 2024

Sparse Global Matching for Video Frame Interpolation with Large Motion

Chunxu Liu, Guozhen Zhang, Rui Zhao, Limin Wang

Comments Accepted by CVPR 2024. Project page: https://sgm-vfi.github.io/

Zero-Shot Dual-Path Integration Framework for Open-Vocabulary 3D Instance Segmentation

Tri Ton, Ji Woo Hong, SooHwan Eom, Jun Yeop Shim, Junyeong Kim, Chang D. Yoo

Comments OpenSUN 3D: 2nd Workshop on Open-Vocabulary 3D Scene Understanding (CVPR 2024)

Single-image coherent reconstruction of objects and humans

Sarthak Batra, Partha P. Chakrabarti, Simon Hadfield, Armin Mustafa

Comments Accepted at AI for 3D Generation, CVPR Workshop

Identifying Important Group of Pixels using Interactions

Kosuke Sumiyasu, Kazuhiko Kawamoto, Hiroshi Kera

Comments CVPR 2024 (update: minor typos, new references, Eqs. (12) and (13))

PromptKD: Unsupervised Prompt Distillation for Vision-Language Models

Zheng Li, Xiang Li, Xinyi Fu, Xin Zhang, Weiqiang Wang, Shuo Chen, Jian Yang

Comments CVPR 2024. Project Page: https://zhengli97.github.io/PromptKD. Code: https://github.com/zhengli97/PromptKD

Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision~Boundary

Inês Gomes, Luís F. Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Luís Cunha, Moisés Santos

Comments To be published in the Responsible Generative AI workshop at CVPR

3D Reconstruction of Protein Structures from Multi-view AFM Images using Neural Radiance Fields (NeRFs)

Jaydeep Rade, Ethan Herron, Soumik Sarkar, Anwesha Sarkar, Adarsh Krishnamurthy

Journal ref CVPR 2024 Workshop Deep Learning for Geometric Computing

GenAD: Generalized Predictive Model for Autonomous Driving

Jiazhi Yang, Shenyuan Gao, Yihang Qiu, Li Chen, Tianyu Li, Bo Dai, Kashyap Chitta, Penghao Wu, Jia Zeng, Ping Luo, Jun Zhang, Andreas Geiger, Yu Qiao, Hongyang Li

Comments CVPR 2024 Highlight Paper. Dataset: https://github.com/OpenDriveLab/DriveAGI

OpenBias: Open-set Bias Detection in Text-to-Image Generative Models

Moreno D'Incà, Elia Peruzzo, Massimiliano Mancini, Dejia Xu, Vidit Goel, Xingqian Xu, Zhangyang Wang, Humphrey Shi, Nicu Sebe

Comments CVPR 2024 Highlight - Code: https://github.com/Picsart-AI-Research/OpenBias

Emotion Recognition Using Transformers with Masked Learning

Seongjae Min, Junseok Yang, Sangjun Lim, Junyong Lee, Sangwon Lee, Sejoon Lim

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024, pp. 4860-4865

Data-Driven Traffic Simulation for an Intersection in a Metropolis

Chengbo Zang, Mehmet Kerem Turkcan, Gil Zussman, Javad Ghaderi, Zoran Kostic

Comments CVPR 2024 Workshop POETS Oral

Vision Transformers: From Semantic Segmentation to Dense Prediction

Li Zhang, Jiachen Lu, Sixiao Zheng, Xinxuan Zhao, Xiatian Zhu, Yanwei Fu, Tao Xiang, Jianfeng Feng, Philip H. S. Torr

Comments Extended version of CVPR 2021 paper arXiv:2012.15840 Published on International Journal of Computer Vision (2024)

The Manga Whisperer: Automatically Generating Transcriptions for Comics

Ragav Sachdeva, Andrew Zisserman

Comments Accepted at CVPR'24

Neural Point Cloud Diffusion for Disentangled 3D Shape and Appearance Generation

Philipp Schröppel, Christopher Wewer, Jan Eric Lenssen, Eddy Ilg, Thomas Brox

Comments CVPR 2024. Project page: https://neural-point-cloud-diffusion.github.io/

AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One

Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov

Comments CVPR 2024 Version 3: CVPR Camera Ready, reconfigured full paper, table 1 is now more comprehensive Version 2: Added more acknowledgements and updated table 7 with more recent results. Ensured that the link in the abstract to our code is working properly Version 3: Fix broken hyperlinks

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024, pp. 12490-12500

GenNBV: Generalizable Next-Best-View Policy for Active 3D Reconstruction

Xiao Chen, Quanyi Li, Tai Wang, Tianfan Xue, Jiangmiao Pang

Comments CVPR 2024 accepted paper. Project page: http://gennbv.github.io/

Learning Signed Hyper Surfaces for Oriented Point Cloud Normal Estimation

Qing Li, Huifang Feng, Kanle Shi, Yue Gao, Yi Fang, Yu-Shen Liu, Zhizhong Han

Comments Accepted by TPAMI 2024 (extension) and CVPR 2023. Project page: https://leoqli.github.io/SHS-Net/. Code: https://github.com/LeoQLi/SHS-Net

Robustness of Visual Explanations to Common Data Augmentation

Lenka Tětková, Lars Kai Hansen

Comments Accepted to The 2nd Explainable AI for Computer Vision (XAI4CV) Workshop at CVPR 2023

FINER++: Building a Family of Variable-periodic Functions for Activating Implicit Neural Representation

Hao Zhu, Zhen Liu, Qi Zhang, Jingde Fu, Weibing Deng, Zhan Ma, Yanwen Guo, Xun Cao

Comments Extension of previous CVPR paper "FINER: Flexible spectral-bias tuning in implicit neural representation by variable-periodic activation functions". arXiv admin note: substantial text overlap with arXiv:2312.02434

ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models

Lukas Höllein, Aljaž Božič, Norman Müller, David Novotny, Hung-Yu Tseng, Christian Richardt, Michael Zollhöfer, Matthias Nießner

Comments Accepted to CVPR 2024, project page: https://lukashoel.github.io/ViewDiff/, video: https://www.youtube.com/watch?v=SdjoCqHzMMk, code: https://github.com/facebookresearch/ViewDiff

LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation

Kibum Kim, Kanghoon Yoon, Jaehyeong Jeon, Yeonjun In, Jinyoung Moon, Donghyun Kim, Chanyoung Park

Comments 8 pages; CVPR 2024

Journal ref CVPR (2024), 28306-28316

What's in a Name? Beyond Class Indices for Image Recognition

Kai Han, Xiaohu Huang, Yandong Li, Sagar Vaze, Jie Li, Xuhui Jia

Comments CVPR 2024 Workshop on Computer Vision in the Wild

STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition

Xiaoyu Zhu, Po-Yao Huang, Junwei Liang, Celso M. de Melo, Alexander Hauptmann

Comments CVPR 2023

Point Cloud Color Constancy

Xiaoyan Xing, Yanlin Qian, Sibo Feng, Yuhan Dong, Jiri Matas

Comments CVPR 2022

Frozen Feature Augmentation for Few-Shot Image Classification

Andreas Bär, Neil Houlsby, Mostafa Dehghani, Manoj Kumar

Comments CVPR 2024 (18 pages, main paper + supplementary material)

Holoported Characters: Real-time Free-viewpoint Rendering of Humans from Sparse RGB Cameras

Ashwath Shetty, Marc Habermann, Guoxing Sun, Diogo Luvizon, Vladislav Golyanik, Christian Theobalt

Comments Project page: https://vcai.mpi-inf.mpg.de/projects/holochar/ 8 pages, 2 tables and 8 figures; presented at Computer Vision and Pattern Recognition (CVPR) 2024

Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention at Vision Transformer Inference

Haoran You, Yunyang Xiong, Xiaoliang Dai, Bichen Wu, Peizhao Zhang, Haoqi Fan, Peter Vajda, Yingyan Celine Lin

Comments CVPR 2023 Camera Ready

Hybrid Functional Maps for Crease-Aware Non-Isometric Shape Matching

Lennart Bastian, Yizheng Xie, Nassir Navab, Zorah Lähner

Comments Presented at CVPR 2024. This version contains two additional figures in the main paper and generalization experiments in the appendix. Please cite the official IEEE CVPR publication

Journal ref In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition,pp. 3313-3323 (2024)