ICCV 2023

2,156 papers

Noise-Aware Learning from Web-Crawled Image-Text Data for Image Captioning

Wooyoung Kang, Jonghwan Mun, Sungjun Lee, Byungseok Roh

OmniLabel: A Challenging Benchmark for Language-Based Object Detection

Samuel Schulter, Vijay Kumar B G, Yumin Suh, Konstantinos M. Dafnis, Zhixing Zhang

ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices

Chen Tang, Li Lyna Zhang, Huiqiang Jiang, Jiahang Xu, Ting Cao

DPM-OT: A New Diffusion Probabilistic Model Based on Optimal Transport

Zezeng Li, Shenghao Li, Zhanpeng Wang, Na Lei, Zhongxuan Luo

DINAR: Diffusion Inpainting of Neural Textures for One-Shot Human Avatars

David Svitov, Dmitrii Gudkov, Renat Bashirov, Victor Lempitsky

NeRF-LOAM: Neural Implicit Representation for Large-Scale Incremental LiDAR Odometry and Mapping

Junyuan Deng, Qi Wu, Xieyuanli Chen, Songpengcheng Xia, Zhen Sun

SOCS: Semantically-Aware Object Coordinate Space for Category-Level 6D Object Pose Estimation under Large Shape Variations

Boyan Wan, Yifei Shi, Kai Xu

The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion

Yujin Jeong, Wonjeong Ryoo, Seunghyun Lee, Dabin Seo, Wonmin Byeon

Improving CLIP Fine-tuning Performance

Yixuan Wei, Han Hu, Zhenda Xie, Ze Liu, Zheng Zhang

Revisiting Scene Text Recognition: A Data Perspective

Qing Jiang, Jiapeng Wang, Dezhi Peng, Chongyu Liu, LianWen Jin

CLIPTER: Looking at the Bigger Picture in Scene Text Recognition

Aviad Aberdam, David Bensaid, Alona Golts, Roy Ganz, Oren Nuriel

One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training

Jianshuo Dong, Han Qiu, Yiming Li, Tianwei Zhang, Yuanjie Li

Instance Neural Radiance Field

Yichen Liu, Benran Hu, Junkai Huang, Yu-Wing Tai, Chi-Keung Tang

MIMO-NeRF: Fast Neural Rendering with Multi-input Multi-output Neural Radiance Fields

Takuhiro Kaneko

In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval

Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne

Reconciling Object-Level and Global-Level Objectives for Long-Tail Detection

Shaoyu Zhang, Chen Chen, Silong Peng

Recovering a Molecule's 3D Dynamics from Liquid-phase Electron Microscopy Movies

Enze Ye, Yuhang Wang, Hong Zhang, Yiqin Gao, Huan Wang

Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation

Dongyoon Yang, Insung Kong, Yongdai Kim

SMMix: Self-Motivated Image Mixing for Vision Transformers

Mengzhao Chen, Mingbao Lin, ZhiHang Lin, Yuxin Zhang, Fei Chao

Spectral Graphormer: Spectral Graph-Based Transformer for Egocentric Two-Hand Reconstruction using Multi-View Color Images

Tze Ho Elden Tse, Franziska Mueller, Zhengyang Shen, Danhang Tang, Thabo Beeler

DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models

Shengqu Cai, Eric Ryan Chan, Songyou Peng, Mohamad Shahbazi, Anton Obukhov

Random Boxes Are Open-world Object Detectors

Yanghao Wang, Zhongqi Yue, Xian-Sheng Hua, Hanwang Zhang

Privacy Preserving Localization via Coordinate Permutations

Linfei Pan, Johannes L. Schonberger, Viktor Larsson, Marc Pollefeys

Lip2Vec: Efficient and Robust Visual Speech Recognition via Latent-to-Latent Visual to Audio Representation Mapping

Yasser Abdelaziz Dahou Djilali, Sanath Narayan, Haithem Boussaid, Ebtessam Almazrouei, Merouane Debbah

Dynamic Point Fields

Sergey Prokudin, Qianli Ma, Maxime Raafat, Julien Valentin, Siyu Tang

Pretrained Language Models as Visual Planners for Human Assistance

Dhruvesh Patel, Hamid Eghbalzadeh, Nitin Kamra, Michael Louis Iuzzolino, Unnat Jain

Uncertainty-aware State Space Transformer for Egocentric 3D Hand Trajectory Forecasting

Wentao Bao, Lele Chen, Libing Zeng, Zhong Li, Yi Xu

AdaNIC: Towards Practical Neural Image Compression via Dynamic Transform Routing

Lvfang Tao, Wei Gao, Ge Li, Chenhao Zhang

Total-Recon: Deformable Scene Reconstruction for Embodied View Synthesis

Chonghyuk Song, Gengshan Yang, Kangle Deng, Jun-Yan Zhu, Deva Ramanan

Learning Vision-and-Language Navigation from YouTube Videos

Kunyang Lin, Peihao Chen, Diwei Huang, Thomas H. Li, Mingkui Tan

LAC - Latent Action Composition for Skeleton-based Action Segmentation

Di Yang, Yaohui Wang, Antitza Dantcheva, Quan Kong, Lorenzo Garattoni

Probabilistic Modeling of Inter- and Intra-observer Variability in Medical Image Segmentation

Arne Schmidt, Pablo Morales-Alvarez, Rafael Molina

GridMM: Grid Memory Map for Vision-and-Language Navigation

Zihan Wang, Xiangyang Li, Jiahao Yang, Yeqi Liu, Shuqiang Jiang

Semantics-Consistent Feature Search for Self-Supervised Visual Representation Learning

Kaiyou Song, Shan Zhang, Zimeng Luo, Tong Wang, Jin Xie

DDP: Diffusion Model for Dense Visual Prediction

Yuanfeng Ji, Zhe Chen, Enze Xie, Lanqing Hong, Xihui Liu

Fine-grained Visible Watermark Removal

Li Niu, Xing Zhao, Bo Zhang, Liqing Zhang

Learning Human Dynamics in Autonomous Driving Scenarios

Jingbo Wang, Ye Yuan, Zhengyi Luo, Kevin Xie, Dahua Lin

Concept-wise Fine-tuning Matters in Preventing Negative Transfer

Yunqiao Yang, Long-Kai Huang, Ying Wei

Essential Matrix Estimation using Convex Relaxations in Orthogonal Space

Arman Karimian, Roberto Tron

Improving Unsupervised Visual Program Inference with Code Rewriting Families

Aditya Ganeshan, R. Kenny Jones, Daniel Ritchie

ViperGPT: Visual Inference via Python Execution for Reasoning

Didac Suris, Sachit Menon, Carl Vondrick

BT^2: Backward-compatible Training with Basis Transformation

Yifei Zhou, Zilu Li, Abhinav Shrivastava, Hengshuang Zhao, Antonio Torralba

Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6D Object Pose Estimation

Jun Zhou, Kai Chen, Linlin Xu, Qi Dou, Jing Qin

Multi-weather Image Restoration via Domain Translation

Prashant W. Patil, Sunil Gupta, Santu Rana, Svetha Venkatesh, Subrahmanyam Murala

Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval

Yunquan Zhu, Xinkai Gao, Bo Ke, Ruizhi Qiao, Xing Sun

V3Det: Vast Vocabulary Visual Detection Dataset

Jiaqi Wang, Pan Zhang, Tao Chu, Yuhang Cao, Yujie Zhou

A Skeletonization Algorithm for Gradient-Based Optimization

Martin J. Menten, Johannes C. Paetzold, Veronika A. Zimmer, Suprosanna Shit, Ivan Ezhov

Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer Learning

Zhiwu Qing, Shiwei Zhang, Ziyuan Huang, Yingya Zhang, Changxin Gao

Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection

Xinzhu Ma, Yongtao Wang, Yinmin Zhang, Zhiyi Xia, Yuan Meng

Black-Box Unsupervised Domain Adaptation with Bi-Directional Atkinson-Shiffrin Memory

Jingyi Zhang, Jiaxing Huang, Xueying Jiang, Shijian Lu

Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation

Xiaoyu Liu, Wei Huang, Zhiwei Xiong, Shenglong Zhou, Yueyi Zhang

Adaptive Reordering Sampler with Neurally Guided MAGSAC

Tong Wei, Jiri Matas, Daniel Barath

DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution

Xiang Li, Jiangxin Dong, Jinhui Tang, Jinshan Pan

Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers

Shiyue Cao, Yueqin Yin, Lianghua Huang, Yu Liu, Xin Zhao

Boosting 3-DoF Ground-to-Satellite Camera Localization Accuracy via Geometry-Guided Cross-View Transformer

Yujiao Shi, Fei Wu, Akhil Perincherry, Ankit Vora, Hongdong Li

NeTO:Neural Reconstruction of Transparent Objects with Self-Occlusion Aware Refraction-Tracing

Zongcheng Li, Xiaoxiao Long, Yusen Wang, Tuo Cao, Wenping Wang

Atmospheric Transmission and Thermal Inertia Induced Blind Road Segmentation with a Large-Scale Dataset TBRSD

Junzhang Chen, Xiangzhi Bai

Geometry-guided Feature Learning and Fusion for Indoor Scene Reconstruction

Ruihong Yin, Sezer Karaoglu, Theo Gevers

OrthoPlanes: A Novel Representation for Better 3D-Awareness of GANs

Honglin He, Zhuoqian Yang, Shikai Li, Bo Dai, Wayne Wu

Learning Trajectory-Word Alignments for Video-Language Tasks

Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye

SAFE: Machine Unlearning With Shard Graphs

Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan

Out-of-Domain GAN Inversion via Invertibility Decomposition for Photo-Realistic Human Face Manipulation

Xin Yang, Xiaogang Xu, Yingcong Chen

PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images

Yingfei Liu, Junjie Yan, Fan Jia, Shuailin Li, Aqi Gao

Unsupervised Self-Driving Attention Prediction via Uncertainty Mining and Knowledge Embedding

Pengfei Zhu, Mengshi Qi, Xia Li, Weijian Li, Huadong Ma

GECCO: Geometrically-Conditioned Point Diffusion Models

Michał J Tyszkiewicz, Pascal Fua, Eduard Trulls

Recursive Video Lane Detection

Dongkwon Jin, Dahyun Kim, Chang-Su Kim

CrossLoc3D: Aerial-Ground Cross-Source 3D Place Recognition

Tianrui Guan, Aswath Muthuselvam, Montana Hoover, Xijun Wang, Jing Liang

V-FUSE: Volumetric Depth Map Fusion with Long-Range Constraints

Nathaniel Burgdorfer, Philippos Mordohai

Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection

Feng Liu, Xiaosong Zhang, Zhiliang Peng, Zonghao Guo, Fang Wan

IIEU: Rethinking Neural Feature Activation from Decision-Making

Sudong Cai

MOST: Multiple Object Localization with Self-Supervised Transformers for Object Discovery

Sai Saketh Rambhatla, Ishan Misra, Rama Chellappa, Abhinav Shrivastava

MST-compression: Compressing and Accelerating Binary Neural Networks with Minimum Spanning Tree

Quang Hieu Vo, Linh-Tam Tran, Sung-Ho Bae, Lok-Won Kim, Choong Seon Hong

Counterfactual-based Saliency Map: Towards Visual Contrastive Explanations for Neural Networks

xue wang, Zhibo Wang, Haiqin Weng, Hengchang Guo, Zhifei Zhang

Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters

Mateusz Michalkiewicz, Masoud Faraki, Xiang Yu, Manmohan Chandraker, Mahsa Baktashmotlagh

MRN: Multiplexed Routing Network for Incremental Multilingual Text Recognition

Tianlun Zheng, Zhineng Chen, Bingchen Huang, Wei Zhang, Yu-Gang Jiang

Pre-Training-Free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning

Jizhe Zhou, Xiaochen Ma, Xia Du, Ahmed Y. Alhammadi, Wentao Feng

LDP-Feat: Image Features with Local Differential Privacy

Francesco Pittaluga, Bingbing Zhuang

NPC: Neural Point Characters from Video

Shih-Yang Su, Timur Bagautdinov, Helge Rhodin

Multi-Object Navigation with Dynamically Learned Neural Implicit Representations

Pierre Marza, Laetitia Matignon, Olivier Simonin, Christian Wolf

Yes, we CANN: Constrained Approximate Nearest Neighbors for Local Feature-Based Visual Localization

Dror Aiger, Andre Araujo, Simon Lynen

H3WB: Human3.6M 3D WholeBody Dataset and Benchmark

Yue Zhu, Nermin Samet, David Picard

A Sentence Speaks a Thousand Images: Domain Generalization through Distilling CLIP with Language Guidance

Zeyi Huang, Andy Zhou, Zijian Ling, Mu Cai, Haohan Wang

CORE: Co-planarity Regularized Monocular Geometry Estimation with Weak Supervision

Yuguang Li, Kai Wang, Hui Li, Seon-Min Rhee, Seungju Han

DPF-Net: Combining Explicit Shape Priors in Deformable Primitive Field for Unsupervised Structural Reconstruction of 3D Objects

Qingyao Shuai, Chi Zhang, Kaizhi Yang, Xuejin Chen

Global Features are All You Need for Image Retrieval and Reranking

Shihao Shao, Kaifeng Chen, Arjun Karpur, Qinghua Cui, Andre Araujo

MSI: Maximize Support-Set Information for Few-Shot Segmentation

Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic

Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's-Eye View

Jiayu Yang, Enze Xie, miaomiao Liu, Jose M. Alvarez

Robust Monocular Depth Estimation under Challenging Conditions

Stefano Gasperini, Nils Morbitzer, Hyunjun Jung, Nassir Navab, Federico Tombari

LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation

Amirreza Shaban, JoonHo Lee, Sanghun Jung, Xiangyun Meng, Byron Boots

IntentQA: Context-aware Video Intent Reasoning

Jiapeng Li, Ping Wei, Wenjuan Han, Lifeng Fan

4D Myocardium Reconstruction with Decoupled Motion and Shape Model

Xiaohan Yuan, Cong Liu, Yangang Wang

A Simple Recipe to Meta-Learn Forward and Backward Transfer

Edoardo Cetin, Antonio Carta, Oya Celiktutan

Text2Performer: Text-Driven Human Video Generation

Yuming Jiang, Shuai Yang, Tong Liang Koh, Wayne Wu, Chen Change Loy

ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation

Yuxiang Wei, Yabo Zhang, Zhilong Ji, Jinfeng Bai, Lei Zhang

DiffPose: SpatioTemporal Diffusion Model for Video-Based Human Pose Estimation

Runyang Feng, Yixing Gao, Tze Ho Elden Tse, Xueqing Ma, Hyung Jin Chang

SparseMAE: Sparse Training Meets Masked Autoencoders

Aojun Zhou, Yang Li, Zipeng Qin, Jianbo Liu, Junting Pan

TEMPO: Efficient Multi-View Pose Estimation, Tracking, and Forecasting

Rohan Choudhury, Kris M. Kitani, László A. Jeni

Teaching CLIP to Count to Ten

Roni Paiss, Ariel Ephrat, Omer Tov, Shiran Zada, Inbar Mosseri

Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object Detection

Chuxin Wang, Wenfei Yang, Tianzhu Zhang

FocalFormer3D: Focusing on Hard Instance for 3D Object Detection

Yilun Chen, Zhiding Yu, Yukang Chen, Shiyi Lan, Anima Anandkumar