ICCV 2023

2,156 papers

PreSTU: Pre-Training for Scene-Text Understanding

Jihyung Kil, Soravit Changpinyo, Xi Chen, Hexiang Hu, Sebastian Goodman

Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine Perception

Xiaqing Pan, Nicholas Charron, Yongqian Yang, Scott Peters, Thomas Whelan

Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving

Thomas E. Huang, Yifan liu, Luc Van Gool, Fisher Yu

Exploring Model Transferability through the Lens of Potential Energy

Xiaotong Li, Zixuan Hu, Yixiao Ge, Ying Shan, Ling-Yu Duan

LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models

Chan Hee Song, Jiaman Wu, Clayton Washington, Brian M Sadler, Wei-Lun Chao

TransFace: Calibrating Transformer Training for Face Recognition from a Data-Centric Perspective

Jun Dan, Yang Liu, Haoyu Xie, Jiankang Deng, Haoran Xie

RLIPv2: Fast Scaling of Relational Language-Image Pre-Training

Hangjie Yuan, Shiwei Zhang, Xiang Wang, Samuel Albanie, Yining Pan

Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation

Wenyu Zhang, Li Shen, Chuan-Sheng Foo

Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts

Dongyoon Han, Junsuk Choe, Seonghyeok Chun, John Joon Young Chung, Minsuk Chang

Efficient Transformer-based 3D Object Detection with Dynamic Token Halting

Mao Ye, Gregory P. Meyer, Yuning Chai, Qiang Liu

Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders

Jie Cheng, Xiaodong Mei, Ming Liu

Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle

Song Guo, Lei Zhang, Xiawu Zheng, Yan Wang, Yuchao Li

Clustering based Point Cloud Representation Learning for 3D Analysis

Tuo Feng, Wenguan Wang, Xiaohan Wang, Yi Yang, Qinghua Zheng

SKiT: a Fast Key Information Video Transformer for Online Surgical Phase Recognition

Yang Liu, Jiayu Huo, Jingjing Peng, Rachel Sparks, Prokar Dasgupta

UniT3D: A Unified Transformer for 3D Dense Captioning and Visual Grounding

Zhenyu Chen, Ronghang Hu, Xinlei Chen, Matthias Nießner, Angel X. Chang

FreeDoM: Training-Free Energy-Guided Conditional Diffusion Model

Jiwen Yu, Yinhuai Wang, Chen Zhao, Bernard Ghanem, Jian Zhang

Counting Crowds in Bad Weather

Zhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Sy-Yen Kuo, Ming-Hsuan Yang

Reducing Training Time in Cross-Silo Federated Learning Using Multigraph Topology

Tuong Do, Binh X. Nguyen, Vuong Pham, Toan Tran, Erman Tjiputra

Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild

Sungchan Park, Eunyi You, Inhoe Lee, Joonseok Lee

Improving Equivariance in State-of-the-Art Supervised Depth and Normal Predictors

Yuanyi Zhong, Anand Bhattad, Yu-Xiong Wang, David Forsyth

STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural Videos

Anshul Shah, Benjamin Lundell, Harpreet Sawhney, Rama Chellappa

Out-of-Distribution Detection for Monocular Depth Estimation

Julia Hornauer, Adrian Holzbock, Vasileios Belagiannis

CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training

Yifang Yin, Wenmiao Hu, Zhenguang Liu, Guanfeng Wang, Shili Xiang

Rendering Humans from Object-Occluded Monocular Videos

Tiange Xiang, Adam Sun, Jiajun Wu, Ehsan Adeli, Li Fei-fei

CLNeRF: Continual Learning Meets NeRF

zhipeng cai, Matthias Müller

Audio-Visual Glance Network for Efficient Video Recognition

Muhammad Adi Nugroho, Sangmin Woo, Sumin Lee, Changick Kim

Deep Homography Mixture for Single Image Rolling Shutter Correction

Weilong Yan, Robby T. Tan, Bing Zeng, Shuaicheng Liu

SRFormer: Permuted Self-Attention for Single Image Super-Resolution

Yupeng Zhou, Zhen Li, Chun-Le Guo, Song Bai, Ming-Ming Cheng

FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models

Jianglong Ye, Naiyan Wang, Xiaolong Wang

Full-Body Articulated Human-Object Interaction

Nan Jiang, Tengyu Liu, Zhexuan Cao, Jieming Cui, Zhiyuan Zhang

ARNOLD: A Benchmark for Language-Grounded Task Learning with Continuous States in Realistic 3D Scenes

Ran Gong, Jiangyong Huang, Yizhou Zhao, Haoran Geng, Xiaofeng Gao

Uni-3D: A Universal Model for Panoptic 3D Scene Reconstruction

Xiang Zhang, Zeyuan Chen, Fangyin Wei, Zhuowen Tu

A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig

NerfAcc: Efficient Sampling Accelerates NeRFs

Ruilong Li, Hang Gao, Matthew Tancik, Angjoo Kanazawa

Human from Blur: Human Pose Tracking from Blurry Images

Yiming Zhao, Denys Rozumnyi, Jie Song, Otmar Hilliges, Marc Pollefeys

Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process

Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong

You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation

Nermin Samet, Oriane Siméoni, Gilles Puy, Georgy Ponimatkin, Renaud Marlet

CoTDet: Affordance Knowledge Prompting for Task Driven Object Detection

Jiajin Tang, Ge Zheng, Jingyi Yu, Sibei Yang

High Quality Entity Segmentation

Lu Qi, Jason Kuen, Tiancheng Shen, Jiuxiang Gu, Wenbo Li

MVPSNet: Fast Generalizable Multi-view Photometric Stereo

Dongxu Zhao, Daniel Lichy, Pierre-Nicolas Perrin, Jan-Michael Frahm, Soumyadip Sengupta

SHERF: Generalizable Human NeRF from a Single Image

Shoukang Hu, Fangzhou Hong, Liang Pan, Haiyi Mei, Lei Yang

Multi-Event Video-Text Retrieval

Gengyuan Zhang, Jisen Ren, Jindong Gu, Volker Tresp

Inter-Realization Channels: Unsupervised Anomaly Detection Beyond One-Class Classification

Declan McIntosh, Alexandra Branzan Albu

Multi-view Self-supervised Disentanglement for General Image Denoising

Hao Chen, Chenyuan Qu, Yu Zhang, Chen Chen, Jianbo Jiao

MV-Map: Offboard HD-Map Generation with Multi-view Consistency

Ziyang Xie, Ziqi Pang, Yu-Xiong Wang

PointDC: Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-Modal Distillation and Super-Voxel Clustering

Zisheng Chen, Hongbin Xu, Weitao Chen, Zhipeng Zhou, Haihong Xiao

SQAD: Automatic Smartphone Camera Quality Assessment and Benchmarking

Zilin Fang, Andrey Ignatov, Eduard Zamfir, Radu Timofte

HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation

Mingfei Han, Yali Wang, Zhihui Li, Lina Yao, Xiaojun Chang

OFVL-MS: Once for Visual Localization across Multiple Indoor Scenes

Tao Xie, Kun Dai, Siyi Lu, Ke Wang, Zhiqiang Jiang

FastViT: A Fast Hybrid Vision Transformer Using Structural Reparameterization

Pavan Kumar Anasosalu Vasu, James Gabriel, Jeff Zhu, Oncel Tuzel, Anurag Ranjan

Explore and Tell: Embodied Visual Captioning in 3D Environments

Anwen Hu, Shizhe Chen, Liang Zhang, Qin Jin

Unmasked Teacher: Towards Training-Efficient Video Foundation Models

Kunchang Li, Yali Wang, Yizhuo Li, Yi Wang, Yinan He

VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering

Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec

Tiled Multiplane Images for Practical 3D Photography

Numair Khan, Lei Xiao, Douglas Lanman

Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution

Zixiang Zhao, Jiangshe Zhang, Xiang Gu, Chengli Tan, Shuang Xu

Diverse Cotraining Makes Strong Semi-Supervised Segmentor

Yijiang Li, Xinjiang Wang, Lihe Yang, Litong Feng, Wayne Zhang

Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation

Cristiano Saltori, Aljosa Osep, Elisa Ricci, Laura Leal-Taixé

Frequency Guidance Matters in Few-Shot Learning

Hao Cheng, Siyuan Yang, Joey Tianyi Zhou, Lanqing Guo, Bihan Wen

Learning Point Cloud Completion without Complete Point Clouds: A Pose-Aware Approach

Jihun Kim, Hyeokjun Kweon, Yunseo Yang, Kuk-Jin Yoon

Label-Efficient Online Continual Object Detection in Streaming Video

Jay Zhangjie Wu, David Junhao Zhang, Wynne Hsu, Mengmi Zhang, Mike Zheng Shou

Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?

Hasan Abed Al Kader Hammoud, Ameya Prabhu, Ser-Nam Lim, Philip H.S. Torr, Adel Bibi

Efficient Neural Supersampling on a Novel Gaming Dataset

Antoine Mercier, Ruan Erasmus, Yashesh Savani, Manik Dhingra, Fatih Porikli

EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction

Han Cai, Junyan Li, Muyan Hu, Chuang Gan, Song Han

SiLK: Simple Learned Keypoints

Pierre Gleize, Weiyao Wang, Matt Feiszli

Adaptive Image Anonymization in the Context of Image Classification with Neural Networks

Nadiya Shvai, Arcadi Llanza Carmona, Amir Nakib

TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models

Liang Zhang, Nathaniel Xu, Pengfei Yang, Gaojie Jin, Cheng-Chao Huang

Transferable Adversarial Attack for Both Vision Transformers and Convolutional Networks via Momentum Integrated Gradients

Wenshuo Ma, Yidong Li, Xiaofeng Jia, Wei Xu

BEVPlace: Learning LiDAR-based Place Recognition using Bird's Eye View Images

Lun Luo, Shuhang Zheng, Yixuan Li, Yongzhi Fan, Beinan Yu

PHRIT: Parametric Hand Representation with Implicit Template

Zhisheng Huang, Yujin Chen, Di Kang, Jinlu Zhang, Zhigang Tu

Iterative Superquadric Recomposition of 3D Objects from Multiple Views

Stephan Alaniz, Massimiliano Mancini, Zeynep Akata

Unleashing Text-to-Image Diffusion Models for Visual Perception

Wenliang Zhao, Yongming Rao, Zuyan Liu, Benlin Liu, Jie Zhou

3D Instance Segmentation via Enhanced Spatial and Semantic Supervision

Salwa Al Khatib, Mohamed El Amine Boudjoghra, Jean Lahoud, Fahad Shahbaz Khan

Adding Conditional Control to Text-to-Image Diffusion Models

Lvmin Zhang, Anyi Rao, Maneesh Agrawala

CiteTracker: Correlating Image and Text for Visual Tracking

Xin Li, Yuqing Huang, Zhenyu He, Yaowei Wang, Huchuan Lu

Generalizable Neural Fields as Partially Observed Neural Processes

Jeffrey Gu, Kuan-Chieh Wang, Serena Yeung

Learning Foresightful Dense Visual Affordance for Deformable Object Manipulation

Ruihai Wu, Chuanruo Ning, Hao Dong

ReLeaPS : Reinforcement Learning-based Illumination Planning for Generalized Photometric Stereo

Jun Hoong Chan, Bohan Yu, Heng Guo, Jieji Ren, Zongqing Lu

Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack

Ningfei Wang, Yunpeng Luo, Takami Sato, Kaidi Xu, Qi Alfred Chen

Rethinking Safe Semi-supervised Learning: Transferring the Open-set Problem to A Close-set One

Qiankun Ma, Jiyao Gao, Bo Zhan, Yunpeng Guo, Jiliu Zhou

Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation for Panoramic Semantic Segmentation

Xu Zheng, Tianbo Pan, Yunhao Luo, Lin Wang

Mimic3D: Thriving 3D-Aware GANs via 3D-to-2D Imitation

Xingyu Chen, Yu Deng, Baoyuan Wang

Deep Multiview Clustering by Contrasting Cluster Assignments

Jie Chen, Hua Mao, Wai Lok Woo, Xi Peng

Environment Agnostic Representation for Visual Reinforcement Learning

Hyesong Choi, Hunsang Lee, Seongwon Jeong, Dongbo Min

Implicit Neural Representation for Cooperative Low-light Image Enhancement

Shuzhou Yang, Moxuan Ding, Yanmin Wu, Zihan Li, Jian Zhang

OnlineRefer: A Simple Online Baseline for Referring Video Object Segmentation

Dongming Wu, Tiancai Wang, Yuang Zhang, Xiangyu Zhang, Jianbing Shen

PARIS: Part-level Reconstruction and Motion Analysis for Articulated Objects

Jiayi Liu, Ali Mahdavi-Amiri, Manolis Savva

Temporal Enhanced Training of Multi-view 3D Object Detector via Historical Object Prediction

Zhuofan Zong, Dongzhi Jiang, Guanglu Song, Zeyue Xue, Jingyong Su

SurroundOcc: Multi-camera 3D Occupancy Prediction for Autonomous Driving

Yi Wei, Linqing Zhao, Wenzhao Zheng, Zheng Zhu, Jie Zhou

Unified Data-Free Compression: Pruning and Quantization without Fine-Tuning

Shipeng Bai, Jun Chen, Xintian Shen, Yixuan Qian, Yong Liu

Personalized Semantics Excitation for Federated Image Classification

Haifeng Xia, Kai Li, Zhengming Ding

Deep Multitask Learning with Progressive Parameter Sharing

Haosen Shi, Shen Ren, Tianwei Zhang, Sinno Jialin Pan

Probabilistic Precision and Recall Towards Reliable Evaluation of Generative Models

Dogyun Park, Suhyun Kim

Holistic Label Correction for Noisy Multi-Label Classification

Xiaobo Xia, Jiankang Deng, Wei Bao, Yuxuan Du, Bo Han

Accurate 3D Face Reconstruction with Facial Component Tokens

Tianke Zhang, Xuangeng Chu, Yunfei Liu, Lijian Lin, Zhendong Yang

Neural Characteristic Function Learning for Conditional Image Generation

Shengxi Li, Jialu Zhang, Yifei Li, Mai Xu, Xin Deng

Leveraging Inpainting for Single-Image Shadow Removal

Xiaoguang Li, Qing Guo, Rabab Abdelfattah, Di Lin, Wei Feng

Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement

Jiaxiang Tang, Hang Zhou, Xiaokang Chen, Tianshu Hu, Errui Ding

Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models

Baoshuo Kan, Teng Wang, Wenpeng Lu, Xiantong Zhen, Weili Guan

Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet

Yannic Neuhaus, Maximilian Augustin, Valentyn Boreiko, Matthias Hein

Joint Implicit Neural Representation for High-fidelity and Compact Vector Fonts

Chia-Hao Chen, Ying-Tian Liu, Zhifei Zhang, Yuan-Chen Guo, Song-Hai Zhang