ECCV 2024

2,387 papers

Motion and Structure from Event-based Normal Flow

Zhongyang Ren, Bangyan Liao, Delei Kong, Jinghang Li, Peidong Liu

Bayesian Self-Training for Semi-Supervised 3D Segmentation

Ozan Unal, Christos Sakaridis, Luc Van Gool

Look Around and Learn: Self-Training Object Detection by Exploration

Gianluca Scarpellini, Stefano Rosa, Pietro Morerio, Lorenzo Natale, Alessio Del Bue

On Pretraining Data Diversity for Self-Supervised Learning

Hasan Abed Al Kader Hammoud, Tuhin Das, Fabio Pizzati, Philip Torr, Adel Bibi

Beyond the Data Imbalance: Employing the Heterogeneous Datasets for Vehicle Maneuver Prediction

Hyeongseok Jeon, Sanmin Kim, Abi Rahman Syamil, Junsoo Kim, Dongsuk Kum

LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection

Sanmin Kim, Youngseok Kim, Sihwan Hwang, Hyeonjun Jeong, Dongsuk Kum

HowToCaption: Prompting LLMs to Transform Video Annotations at Scale

Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele

Gradient-Aware for Class-Imbalanced Semi-supervised Medical Image Segmentation

Wenbo Qi, Jiafei Wu, S. C. Chan

Gated Temporal Diffusion for Stochastic Long-term Dense Anticipation

Olga Zatsarynna, Emad Bahrami, Yazan Abu Farha, Gianpiero Francesca, Jürgen Gall

DMiT: Deformable Mipmapped Tri-Plane Representation for Dynamic Scenes

Jing-Wen Yang, Jia-Mu Sun, Yong-Liang Yang, jie Yang, Ying Shan

An Information Theoretical View for Out-Of-Distribution Detection

Hu Jinjing, Wenrui Liu, Hong Chang, Bingpeng MA, Shiguang Shan

EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose Estimation

Chenhongyi Yang, Anastasia Tkach, Shreyas Hampali, Linguang Zhang, Elliot J Crowley

SelfSwapper: Self-Supervised Face Swapping via Shape Agnostic Masked AutoEncoder

Jaeseong Lee, Junha Hyung, Sohyun Jeong, Jaegul Choo

OAT: Object-Level Attention Transformer for Gaze Scanpath Prediction

Yini Fang, Jingling Yu, Haozheng Zhang, Ralf van der Lans, Bertram E Shi

COMO: Compact Mapping and Odometry

Eric Dexheimer, Andrew Davison

SNeRV: Spectra-preserving Neural Representation for Video

Jina Kim, Jihoo Lee, Jewon Kang

Unlocking Attributes' Contribution to Successful Camouflage: A Combined Textual and Visual Analysis Strategy

Hong Zhang, Yixuan Lyu, Qian Yu, Hanyang Liu, Huimin Ma

Norface: Improving Facial Expression Analysis by Identity Normalization

Hanwei Liu, Rudong An, Zhimeng Zhang, Bowen Ma, Wei Zhang

GMT: Enhancing Generalizable Neural Rendering via Geometry-Driven Multi-Reference Texture Transfer

Youngho Yoon, Hyun-Kurl Jang, Kuk-Jin Yoon

CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection

Wuyang Li, Xinyu Liu, Jiayi Ma, Yixuan Yuan

WAS: Dataset and Methods for Artistic Text Segmentation

Xudong Xie, Yuzhe Li, Yang Liu, Zhifei Zhang, Zhaowen Wang

Dependency-aware Differentiable Neural Architecture Search

Buang Zhang, Xinle Wu, Hao Miao, Bin Yang, Chenjuan Guo

Labeled Data Selection for Category Discovery

Bingchen Zhao, Nico Lang, Serge Belongie, Oisin Mac Aodha

HERGen: Elevating Radiology Report Generation with Longitudinal Data

Fuying Wang, Shenghui Du, Lequan Yu

AdaDistill: Adaptive Knowledge Distillation for Deep Face Recognition

Fadi Boutros, Vitomir Struc, Naser Damer

Champ: Controllable and Consistent Human Image Animation with 3D Parametric Guidance

Shenhao Zhu, Junming Leo Chen, Zuozhuo Dai, Zilong Dong, Yinghui Xu

Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network

Sukwon Yun, Jie Peng, Alexandro E Trevino, Chanyoung Park, Tianlong Chen

Six-Point Method for Multi-Camera Systems with Reduced Solution Space

Banglei Guan, Ji Zhao, Laurent Kneip

LineFit: A Geometric Approach for Fitting Line Segments in Images

Marion Boyer, David Youssefi, Florent Lafarge

Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape Data

Tuo Feng, Wenguan Wang, Ruijie Quan, Yi Yang

Temporal-Mapping Photography for Event Cameras

Yuhan Bao, Lei Sun, Yuqin Ma, Kaiwei Wang

SWinGS: Sliding Windows for Dynamic 3D Gaussian Splatting

Richard Shaw, Michal Nazarczuk, Jifei Song, Arthur Moreau, Sibi Catley-Chandar

HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation

Tianpei Zou, Sanqing Qu, Zhijun Li, Alois C. Knoll, 何良华

VEGS: View Extrapolation of Urban Scenes in 3D Gaussian Splatting using Learned Priors

Sungwon Hwang, Min-Jung Kim, Taewoong Kang, Jayeon Kang, Jaegul Choo

Distractor-Free Novel View Synthesis via Exploiting Memorization Effect in Optimization

Yukun Wang, Kunhong Li, Minglin Chen, Longguang Wang, Shunbo Zhou

Adaptive Parametric Activation

Konstantinos P Alexandridis, Jiankang Deng, Anh Nguyen, Shan Luo

Understanding and Mitigating Human-Labelling Errors in Supervised Contrastive Learning

Zijun Long, Lipeng Zhuang, George W Killick, Richard McCreadie, Gerardo Aragon-Camarasa

Leveraging scale- and orientation-covariant features for planar motion estimation

Marcus Valtonen Ornhag, Alberto Jaenal

Language-Assisted Skeleton Action Understanding for Skeleton-Based Temporal Action Segmentation

Haoyu Ji, Bowen Chen, Xinglong Xu, Weihong Ren, Zhiyong Wang

"BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion"

Bo-Kyeong Kim, Hyoung-Kyu Song, Thibault Castells, Shinkook Choi

Wavelet Convolutions for Large Receptive Fields

Shahaf E Finder, Roy Amoyal, Eran Treister, Oren Freifeld

SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization

Xixu Hu, Runkai Zheng, Jindong Wang, Cheuk Hang Leung, Qi Wu

CLEO: Continual Learning of Evolving Ontologies

Shishir Muralidhara, Saqib Bukhari, Georg Dr. Schneider, Didier Stricker, Rene Schuster

Flexible Distribution Alignment: Towards Long-tailed Semi-supervised Learning with Proper Calibration

Emanuel Sanchez Aimar, Nathaniel D Helgesen, Yonghao Xu, Marco Kuhlmann, Michael Felsberg

Delving Deep into Engagement Prediction of Short Videos

Dasong Li, Wenjie Li, Baili Lu, hongsheng Li, Sizhuo Ma

Retargeting Visual Data with Deformation Fields

Tim Elsner, Julia Berger, Tong Wu, Victor Czech, Lin Gao

Causality-inspired Discriminative Feature Learning in Triple Domains for Gait Recognition

Haijun Xiong, Bin Feng, Xinggang Wang, Wenyu Liu

cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process

Yihang Chen, Tsai Hor Chan, Guosheng Yin, Yuming Jiang, Lequan Yu

Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion

Linlan Huang, Xusheng Cao, Haori Lu, Xialei Liu

Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights

Yan Hao, Florent Forest, Olga Fink

Learning-based Axial Video Motion Magnification

Kwon Byung-Ki, Oh Hyun-Bin, Kim Jun-Seong, Hyunwoo Ha, Tae-Hyun Oh

Hetecooper: Feature Collaboration Graph for Heterogeneous Collaborative Perception

Congzhang Shao, Guiyang Luo, Quan Yuan, Yifu Chen, Yilin Liu

DiffFAS: Face Anti-Spoofing via Generative Diffusion Models

Xinxu Ge, Xin Liu, Zitong Yu, Jingang Shi, Chun Qi

The Sky's the Limit: Relightable Outdoor Scenes via a Sky-pixel Constrained Illumination Prior and Outside-In Visibility

James A D Gardner, Evgenii Kashin, Bernhard Egger, William Smith

Adapt without Forgetting: Distill Proximity from Dual Teachers in Vision-Language Models

Mengyu Zheng, Yehui Tang, Zhiwei Hao, Kai Han, Yunhe Wang

VEON: Vocabulary-Enhanced Occupancy Prediction

Jilai Zheng, Pin Tang, Zhongdao Wang, Guoqing Wang, Xiangxuan Ren

The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation

Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi

Event-Aided Time-To-Collision Estimation for Autonomous Driving

Jinghang Li, Bangyan Liao, Xiuyuan Lu, Peidong Liu, Shaojie Shen

MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment

Anurag Das, Xinting Hu, Li Jiang, Bernt Schiele

ConDense: Consistent 2D-3D Pre-training for Dense and Sparse Features from Multi-View Images

Xiaoshuai Zhang, Zhicheng Wang, Howard Zhou, Soham Ghosh, Danushen L Gnanapragasam

"FARSE-CNN: Fully Asynchronous, Recurrent and Sparse Event-Based CNN"

Riccardo Santambrogio, Marco Cannici, Matteo Matteucci

Switch Diffusion Transformer: Synergizing Denoising Tasks with Sparse Mixture-of-Experts

Byeongjun Park, Hyojun Go, Jin-Young Kim, Sangmin Woo, Seokil Ham

DiscoMatch: Fast Discrete Optimisation for Geometrically Consistent 3D Shape Matching

Paul Roetzer, Ahmed Abbas, Dongliang Cao, Florian Bernard, Paul Swoboda

Multiscale Sliced Wasserstein Distances as Perceptual Color Difference Measures

Jiaqi He, Zhihua Wang, Leon Wang, Tsein-I Liu, Yuming Fang

Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation

Yuwen Pan, Rui Sun, Naisong Luo, Tianzhu Zhang, Yongdong Zhang

Label-free Neural Semantic Image Synthesis

Jiayi Wang, Kevin A Laube, Yumeng Li, Jan Hendrik Metzen, Shin-I Cheng

Camera Calibration using a Collimator System

Shunkun Liang, Banglei Guan, Zhenbao Yu, Pengju Sun, Yang Shang

TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation

Nikolai Kalischek, Torben Peters, Jan Dirk Wegner, Konrad Schindler

Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models

Samuele Poppi, Tobia Poppi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi

Accelerating Image Generation with Sub-path Linear Approximation Model

Chen Xu, Tianhui Song, Weixin Feng, Xubin Li, Tiezheng Ge

The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations

Anselm Haselhoff, Kevin Trelenberg, Fabian Küppers, Jonas Schneider

Diffusion Prior-Based Amortized Variational Inference for Noisy Inverse Problems

Sojin Lee, Dogyun Park, Inho Kong, Hyunwoo J. Kim

"Idling Neurons, Appropriately Lenient Workload During Fine-tuning Leads to Better Generalization"

Hongjing Niu, Hanting Li, Bin Li, Feng Zhao

SignGen: End-to-End Sign Language Video Generation with Latent Diffusion

Fan Qi, Yu Duan, Changsheng Xu, Huaiwen Zhang

FedVAD: Enhancing Federated Video Anomaly Detection with GPT-Driven Semantic Distillation

Fan Qi, Ruijie Pan, Huaiwen Zhang, Changsheng Xu

AvatarPose: Avatar-guided 3D Pose Estimation of Close Human Interaction from Sparse Multi-view Videos

Feichi Lu, Zijian Dong, Jie Song, Otmar Hilliges

Improving image synthesis with diffusion-negative sampling

Alakh Desai, Nuno Vasconcelos

FocusDiffuser: Perceiving Local Disparities for Camouflaged Object Detection

Jianwei Zhao, Xin Li, Fan Yang, Qiang Zhai, Ao Luo

Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model

Danni Yang, Ruohan Dong, Jiayi Ji, Yiwei Ma, Haowei Wang

An Optimal Control View of LoRA and Binary Controller Design for Vision Transformers

Chi Zhang, Jingpu Cheng, Qianxiao Li

Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification

Yunlong Zhang, Honglin Li, Yuxuan Sun, Chenglu Zhu, Sunyi Zheng

Length-Aware Motion Synthesis via Latent Diffusion

Alessio Sampieri, Alessio Palma, Indro Spinelli, Fabio Galasso

Visual Text Generation in the Wild

Yuanzhi Zhu, Jiawei Liu, Feiyu Gao, Wenyu Liu, Xinggang Wang

Reliable and Efficient Concept Erasure of Text-to-Image Diffusion Models

Chao Gong, Kai Chen, Zhipeng Wei, Jingjing Chen, Yu-Gang Jiang

WRIM-Net: Wide-Ranging Information Mining Network for Visible-Infrared Person Re-Identification

Yonggan Wu, Ling-Chao Meng, Yuan Zichao, Sixian Chan, Hong-Qiang Wang

Deep Online Probability Aggregation Clustering

Yuxuan Yan, Na Lu, Ruofan Yan

HARIVO: Harnessing Text-to-Image Models for Video Generation

Mingi Kwon, Seoung Wug Oh, Yang Zhou, Joon-Young Lee, Difan Liu

Attention Beats Linear for Fast Implicit Neural Representation Generation

Shuyi Zhang, Ke Liu, Jingjun Gu, Xiaoxu Cai, Zhihua Wang

VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space

Guénolé Fiche, Simon Leglaive, Xavier Alameda-Pineda, Antonio Agudo, Francesc Moreno

V2X-Real: a Largs-Scale Dataset for Vehicle-to-Everything Cooperative Perception

Hao Xiang, Xin Xia, Zhaoliang Zheng, Runsheng Xu, Letian Gao

Dual-Decoupling Learning and Metric-Adaptive Thresholding for Semi-Supervised Multi-Label Learning

Jia-Hao Xiao, Ming-Kun Xie, Heng-Bo Fan, Gang Niu, Masashi Sugiyama

6DGS: 6D Pose Estimation from a Single Image and a 3D Gaussian Splatting Model

Matteo Bortolon, Theodore Tsesmelis, Stuart James, Fabio Poiesi, Alessio Del Bue

Real Appearance Modeling for More General Deepfake Detection

Jiahe Tian, Cai Yu, Xi Wang, Peng Chen, Zihao Xiao

Disentangled Clothed Avatar Generation from Text Descriptions

Jionghao Wang, Yuan Liu, Zhiyang Dou, Zhengming Yu, Yongqing Liang

Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution

Junxiong Lin, Yan Wang, Zeng Tao, Boyang Wang, Qing Zhao

Knowledge-enhanced Visual-Language Pretraining for Computational Pathology

Xiao Zhou, Xiaoman Zhang, Chaoyi Wu, Ya Zhang, Weidi Xie

Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection

Trinh Le Ba Khanh, Huy-Hung Nguyen, Long Hoang Pham, Duong Nguyen-Ngoc Tran, Jae Wook Jeon

Learning Non-Linear Invariants for Unsupervised Out-of-Distribution Detection

Lars Doorenbos, Raphael Sznitman, Pablo Márquez Neila

Beyond Viewpoint: Robust 3D Object Recognition under Arbitrary Views through Joint Multi-Part Representation

Linlong Fan, Ye Huang, Yanqi Ge, Wen Li, Lixin Duan

Neural Spectral Decomposition for Dataset Distillation

Shaolei Yang, Shen Cheng, Mingbo Hong, Haoqiang Fan, Xing Wei