ICCV 2023

2,156 papers

Efficiently Robustify Pre-Trained Models

Nishant Jain, Harkirat Behl, Yogesh Singh Rawat, Vibhav Vineet

LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models

Junyi Zhang, Jiaqi Guo, Shizhao Sun, Jian-Guang Lou, Dongmei Zhang

Learning to Upsample by Learning to Sample

Wenze Liu, Hao Lu, Hongtao Fu, Zhiguo Cao

Boosting Single Image Super-Resolution via Partial Channel Shifting

Xiaoming Zhang, Tianrui Li, Xiaole Zhao

DIME-FM : DIstilling Multimodal and Efficient Foundation Models

Ximeng Sun, Pengchuan Zhang, Peizhao Zhang, Hardik Shah, Kate Saenko

Overcoming Forgetting Catastrophe in Quantization-Aware Training

Ting-An Chen, De-Nian Yang, Ming-syan Chen

Unsupervised Video Deraining with An Event Camera

Jin Wang, Wenming Weng, Yueyi Zhang, Zhiwei Xiong

Dataset Quantization

Daquan Zhou, Kai Wang, Jianyang Gu, Xiangyu Peng, Dongze Lian

Unsupervised Open-Vocabulary Object Localization in Videos

Ke Fan, Zechen Bai, Tianjun Xiao, Dominik Zietlow, Max Horn

Dynamic Snake Convolution Based on Topological Geometric Constraints for Tubular Structure Segmentation

Yaolei Qi, Yuting He, Xiaoming Qi, yuan zhang, Guanyu Yang

NAPA-VQ: Neighborhood-Aware Prototype Augmentation with Vector Quantization for Continual Learning

Tamasha Malepathirana, Damith Senanayake, Saman Halgamuge

Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts

Sunghyun Park, Seunghan Yang, Jaegul Choo, Sungrack Yun

Sparse Instance Conditioned Multimodal Trajectory Prediction

Yonghao Dong, Le Wang, Sanping Zhou, Gang Hua

A Retrospect to Multi-prompt Learning across Vision and Language

Ziliang Chen, Xin Huang, Quanlong Guan, Liang Lin, Weiqi Luo

Skip-Plan: Procedure Planning in Instructional Videos via Condensed Action Space Learning

Zhiheng Li, Wenjia Geng, Muheng Li, Lei Chen, Yansong Tang

BaRe-ESA: A Riemannian Framework for Unregistered Human Body Shapes

Emmanuel Hartman, Emery Pierson, Martin Bauer, Nicolas Charon, Mohamed Daoudi

Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation

Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu

DARTH: Holistic Test-time Adaptation for Multiple Object Tracking

Mattia Segu, Bernt Schiele, Fisher Yu

DreamBooth3D: Subject-Driven Text-to-3D Generation

Amit Raj, Srinivas Kaza, Ben Poole, Michael Niemeyer, Nataniel Ruiz

A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions

Jiawei Lin, Jiaqi Guo, Shizhao Sun, Weijiang Xu, Ting Liu

Few-shot Continual Infomax Learning

Ziqi Gu, Chunyan Xu, Jian Yang, Zhen Cui

Test-time Personalizable Forecasting of 3D Human Poses

Qiongjie Cui, Huaijiang Sun, Jianfeng Lu, Weiqing Li, Bin Li

BlendFace: Re-designing Identity Encoders for Face-Swapping

Kaede Shiohara, Xingchao Yang, Takafumi Taketomi

MAPConNet: Self-supervised 3D Pose Transfer with Mesh and Point Contrastive Learning

Jiaze Sun, Zhixiang Chen, Tae-kyun Kim

Meta OOD Learning For Continuously Adaptive OOD Detection

Xinheng Wu, Jie Lu, Zhen Fang, Guangquan Zhang

TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts

Hanrong Ye, Dan Xu

ADAPT: Efficient Multi-Agent Trajectory Prediction with Adaptation

Görkay Aydemir, Adil Kaan Akan, Fatma Guney

Exploring Group Video Captioning with Efficient Relational Approximation

Wang Lin, Tao Jin, Ye Wang, Wenwen Pan, Linjun Li

MAP: Towards Balanced Generalization of IID and OOD through Model-Agnostic Adapters

Min Zhang, Junkun Yuan, Yue He, Wenbin Li, Zhengyu Chen

Sound Source Localization is All about Cross-Modal Alignment

Arda Senocak, Hyeonggon Ryu, Junsik Kim, Tae-Hyun Oh, Hanspeter Pfister

Spectrum-guided Multi-granularity Referring Video Object Segmentation

Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian

Adverse Weather Removal with Codebook Priors

Tian Ye, Sixiang Chen, Jinbin Bai, Jun Shi, Chenghao Xue

MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics

Qiushi Yang, Wuyang Li, Baopu Li, Yixuan Yuan

Long-range Multimodal Pretraining for Movie Understanding

Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron

Open-Vocabulary Object Detection With an Open Corpus

Jiong Wang, Huiming Zhang, Haiwen Hong, Xuan Jin, Yuan He

Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions

Gene Chou, Yuval Bahat, Felix Heide

ICD-Face: Intra-class Compactness Distillation for Face Recognition

Zhipeng Yu, Jiaheng Liu, Haoyu Qin, Yichao Wu, Kun Hu

VI-Net: Boosting Category-level 6D Object Pose Estimation via Learning Decoupled Rotations on the Spherical Representations

Jiehong Lin, Zewei Wei, Yabin Zhang, Kui Jia

PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification

Miaoge Li, Dongsheng Wang, Xinyang Liu, Zequn Zeng, Ruiying Lu

Nearest Neighbor Guidance for Out-of-Distribution Detection

Jaewoo Park, Yoon Gyo Jung, Andrew Beng Jin Teoh

RFLA: A Stealthy Reflected Light Adversarial Attack in the Physical World

Donghua Wang, Wen Yao, Tingsong Jiang, CHAO LI, Xiaoqian Chen

U-RED: Unsupervised 3D Shape Retrieval and Deformation for Partial Point Clouds

Yan Di, Chenyangguang Zhang, Ruida Zhang, Fabian Manhardt, Yongzhi Su

Scene as Occupancy

Wenwen Tong, Chonghao Sima, Tai WANG, Li Chen, Silei Wu

What Does a Platypus Look Like? Generating Customized Prompts for Zero-Shot Image Classification

Sarah Pratt, Ian Covert, Rosanne Liu, Ali Farhadi

Multi-Task Learning with Knowledge Distillation for Dense Prediction

Yangyang Xu, Yibo Yang, Lefei Zhang

Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport

Wentong Li, Yuqian Yuan, Song Wang, Jianke Zhu, Jianshu Li

Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions

Ayaan Haque, Matthew Tancik, Alexei A. Efros, Aleksander Holynski, Angjoo Kanazawa

Contactless Pulse Estimation Leveraging Pseudo Labels and Self-Supervision

Zhihua Li, Lijun Yin

Universal Domain Adaptation via Compressive Attention Matching

Didi Zhu, Yinchuan Li, Junkun Yuan, Zexi Li, Kun Kuang

PivotNet: Vectorized Pivot Learning for End-to-end HD Map Construction

Wenjie Ding, Limeng Qiao, Xi Qiu, Chi Zhang

Reconstructing Groups of People with Hypergraph Relational Reasoning

Buzhen Huang, Jingyi Ju, Zhihao Li, Yangang Wang

Normalizing Flows for Human Pose Anomaly Detection

Or Hirschorn, Shai Avidan

COOL-CHIC: Coordinate-based Low Complexity Hierarchical Image Codec

Théo Ladune, Pierrick Philippe, Félix Henry, Gordon Clare, Thomas Leguay

RealGraph: A Multiview Dataset for 4D Real-world Context Graph Generation

Haozhe Lin, Zequn Chen, Jinzhi Zhang, Bing Bai, Yu Wang

BiFF: Bi-level Future Fusion with Polyline-based Coordinate for Interactive Trajectory Prediction

Yiyao Zhu, Di Luan, Shaojie Shen

ParCNetV2: Oversized Kernel with Enhanced Attention

Ruihan Xu, Haokui Zhang, Wenze Hu, Shiliang Zhang, Xiaoyu Wang

WALDO: Future Video Synthesis Using Object Layer Decomposition and Parametric Flow Prediction

Guillaume Le Moing, Jean Ponce, Cordelia Schmid

MUter: Machine Unlearning on Adversarially Trained Models

Junxu Liu, Mingsheng Xue, Jian Lou, Xiaoyu Zhang, Li Xiong

Zero-Shot Composed Image Retrieval with Textual Inversion

Alberto Baldrati, Lorenzo Agnolucci, Marco Bertini, Alberto Del Bimbo

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models

Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang

Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning

Yinhe Liu, Sunan Shi, Junjue Wang, Yanfei Zhong

Unified Coarse-to-Fine Alignment for Video-Text Retrieval

Ziyang Wang, Yi-Lin Sung, Feng Cheng, Gedas Bertasius, Mohit Bansal

Imitator: Personalized Speech-driven 3D Facial Animation

Balamurugan Thambiraja, Ikhsanul Habibie, Sadegh Aliakbarian, Darren Cosker, Christian Theobalt

Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning

Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang

Membrane Potential Batch Normalization for Spiking Neural Networks

Yufei Guo, Yuhan Zhang, Yuanpei Chen, Weihang Peng, Xiaode Liu

GlobalMapper: Arbitrary-Shaped Urban Layout Generation

Liu He, Daniel Aliaga

S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields

Zeke Xie, Xindi Yang, Yujie Yang, Qi Sun, Yixiang Jiang

Hallucination Improves the Performance of Unsupervised Visual Representation Learning

Jing Wu, Jennifer Hobbs, NAIRA HOVAKIMYAN

Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning

Tiankang Su, Huihui Song, Dong Liu, Bo Liu, Qingshan Liu

CTVIS: Consistent Training for Online Video Instance Segmentation

Kaining Ying, Qing Zhong, Weian Mao, Zhenhua Wang, Hao Chen

E3Sym: Leveraging E(3) Invariance for Unsupervised 3D Planar Reflective Symmetry Detection

Ren-Wu Li, Ling-Xiao Zhang, Chunpeng Li, Yu-Kun Lai, Lin Gao

Few-Shot Video Classification via Representation Fusion and Promotion Learning

Haifeng Xia, Kai Li, Martin Renqiang Min, Zhengming Ding

SVDFormer: Complementing Point Cloud via Self-view Augmentation and Self-structure Dual-generator

Zhe Zhu, Honghua Chen, Xing He, Weiming Wang, Jing Qin

Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence

Yuhao Zhou, Mingjia Shi, Yuanxi Li, Yanan Sun, Qing Ye

Efficient LiDAR Point Cloud Oversegmentation Network

Le Hui, Linghua Tang, Yuchao Dai, Jin Xie, Jian Yang

Zero-guidance Segmentation Using Zero Segment Labels

Pitchaporn Rewatbowornwong, Nattanat Chatthee, Ekapol Chuangsuwanich, Supasorn Suwajanakorn

BlindHarmony: "Blind" Harmonization for MR Images via Flow Model

Hwihun Jeong, Heejoon Byun, Dong Un Kang, Jongho Lee

Fg-T2M: Fine-Grained Text-Driven Human Motion Generation via Diffusion Model

Yin Wang, Zhiying Leng, Frederick W. B. Li, Shun-Cheng Wu, Xiaohui Liang

Neural-PBIR Reconstruction of Shape, Material, and Illumination

Cheng Sun, Guangyan Cai, Zhengqin Li, Kai Yan, Cheng Zhang

Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields

Jonathan T. Barron, Ben Mildenhall, Dor Verbin, Pratul P. Srinivasan, Peter Hedman

Spatio-Temporal Crop Aggregation for Video Representation Learning

Sepehr Sameni, Simon Jenni, Paolo Favaro

NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space

Jiawei Yao, Chuming Li, Keqiang Sun, Yingjie Cai, Hao Li

Unleashing Vanilla Vision Transformer with Masked Image Modeling for Object Detection

Yuxin Fang, Shusheng Yang, Shijie Wang, Yixiao Ge, Ying Shan

4D Panoptic Segmentation as Invariant and Equivariant Field Prediction

Minghan Zhu, Shizhong Han, Hong Cai, Shubhankar Borse, Maani Ghaffari

A Large-Scale Outdoor Multi-Modal Dataset and Benchmark for Novel View Synthesis and Implicit Scene Reconstruction

Chongshan Lu, Fukun Yin, Xin Chen, Wen Liu, Tao Chen

Automatic Animation of Hair Blowing in Still Portrait Photos

Wenpeng Xiao, Wentao Liu, Yitong Wang, Bernard Ghanem, Bing Li

Chop & Learn: Recognizing and Generating Object-State Compositions

Nirat Saini, Hanyu Wang, Archana Swaminathan, Vinoj Jayasundara, Bo He

HiLo: Exploiting High Low Frequency Relations for Unbiased Panoptic Scene Graph Generation

Zijian Zhou, Miaojing Shi, Holger Caesar

MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices

Andranik Sargsyan, Shant Navasardyan, Xingqian Xu, Humphrey Shi

VADER: Video Alignment Differencing and Retrieval

Alexander Black, Simon Jenni, Tu Bui, Md. Mehrab Tanjim, Stefano Petrangeli

Gramian Attention Heads are Strong yet Efficient Vision Learners

Jongbin Ryu, Dongyoon Han, Jongwoo Lim

Object-aware Gaze Target Detection

Francesco Tonini, Nicola Dall'Asen, Cigdem Beyan, Elisa Ricci

Efficient Emotional Adaptation for Audio-Driven Talking-Head Generation

Yuan Gan, Zongxin Yang, Xihang Yue, Lingyun Sun, Yi Yang

MiniROAD: Minimal RNN Framework for Online Action Detection

Joungbin An, Hyolim Kang, Su Ho Han, Ming-Hsuan Yang, Seon Joo Kim

Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking

Ben Kang, Xin Chen, Dong Wang, Houwen Peng, Huchuan Lu

3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack

Yunbo Tao, Daizong Liu, Pan Zhou, Yulai Xie, Wei Du

Towards Improved Input Masking for Convolutional Neural Networks

Sriram Balasubramanian, Soheil Feizi

Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation

Sunandini Sanyal, Ashish Ramayee Asokan, Suvaansh Bhambri, Akshay Kulkarni, Jogendra Nath Kundu

Priority-Centric Human Motion Generation in Discrete Latent Space

Hanyang Kong, Kehong Gong, Dongze Lian, Michael Bi Mi, Xinchao Wang

Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion

Chunming He, Kai Li, Guoxia Xu, Yulun Zhang, Runze Hu