ECCV 2024

2,387 papers

Denoising Vision Transformers

Jiawei Yang, Katie Z Luo, Jiefeng Li, Congyue Deng, Leonidas Guibas

Debiasing surgeon: fantastic weights and how to find them

Remi Nahon, Ivan Luiz De Moura Matos, Van-Tam Nguyen, Enzo Tartaglione

DiffusionPen: Towards Controlling the Style of Handwritten Text Generation

Konstantina Nikolaidou, George Retsinas, Giorgos Sfikas, Marcus Liwicki

InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Yi Wang, Kunchang Li, Xinhao Li, Jiashuo Yu, Yinan He

MagMax: Leveraging Model Merging for Seamless Continual Learning

Daniel Marczak, Bartlomiej Twardowski, Tomasz Trzcinski, Sebastian Cygert

SceneTeller: Language-to-3D Scene Generation

Basak Melis Ocal, Maxim Tatarchenko, Sezer Karaoglu, Theo Gevers

MoEAD: A Parameter-efficient Model for Multi-class Anomaly Detection

Shiyuan Meng, Wenchao Meng, Qihang Zhou, Shizhong Li, Weiye Hou

Energy-Clibrated VAE with Test Time Free Lunch

Yihong Luo, Siya Qiu, Xingjian Tao, Yujun Cai, Jing Tang

Weight Conditioning for Smooth Optimization of Neural Networks

Hemanth Saratchandran, Thomas X Wang, Simon Lucey

Synthesizing Environment-Specific People in Photographs

Mirela Ostrek, Carol O'Sullivan, Michael J. Black, Justus Thies

Vision-Language Dual-Pattern Matching for Out-of-Distribution Detection

Zihan Zhang, Zhuo Xu, Xiang Xiang

PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers

Ananthu Aniraj, Cassio F. Dantas, Dino Ienco, Diego Marcos

Learned Rate Control for Frame-Level Adaptive Neural Video Compression via Dynamic Neural Network

Chenhao Zhang, Wei Gao

CliffPhys: Camera-based Respiratory Measurement using Clifford Neural Networks

Omar Ghezzi, Giuseppe Boccignone, Giuliano Grossi, Raffaella Lanzarotti, Alessandro D'Amelio

UDA-Bench: Revisiting Common Assumptions in Unsupervised Domain Adaptation Using a Standardized Framework

Tarun Kalluri, Sreyas Ravichandran, Manmohan Chandraker

Stable Video Portraits

Mirela Ostrek, Justus Thies

Linking in Style: Understanding learned features in deep learning models

Maren Wehrheim, Pamela Osuna Vargas, Matthias Kaschube

Towards Certifiably Robust Face Recognition

Seunghun Paik, Dongsoo Kim, Chanwoo Hwang, Sunpill Kim, Jae Hong Seo

ExMatch: Self-guided Exploitation for Semi-Supervised Learning with Scarce Labeled Samples

Noo-ri Kim, Jin-Seop Lee, Jee-Hyong Lee

T2IShield: Defending Against Backdoors on Text-to-Image Diffusion Models

Zhongqi Wang, Jie Zhang, Shiguang Shan, Xilin Chen

Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning

Xinyuan Gao, Songlin Dong, Yuhang He, Qiang Wang, Yihong Gong

SelfGeo: Self-supervised and Geodesic-consistent Estimation of Keypoints on Deformable Shapes

Mohammad Zohaib, Luca Cosmo, Alessio Del Bue

VETRA: A Dataset for Vehicle Tracking in Aerial Imagery - New Challenges for Multi-Object Tracking

Jens Hellekes, Manuel Mühlhaus, Reza Bahmanyar, Seyed Majid Azimi, Franz Kurz

Pix2Gif: Motion-Guided Diffusion for GIF Generation

Hitesh Kandala, Jianfeng Gao, Jianwei Yang

Compact 3D Scene Representation via Self-Organizing Gaussian Grids

Wieland Morgenstern, Florian Barthel, Anna Hilsmann, Peter Eisert

Teach CLIP to Develop a Number Sense for Ordinal Regression

Yao DU, Qiang Zhai, Weihang Dai, Xiaomeng Li

Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation

Marco Mistretta, Alberto Baldrati, Marco Bertini, Andrew D. Bagdanov

Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection

Gaurav Bhatt, Leonid Sigal, James Ross

SCOD: From Heuristics to Theory

Vojtěch Franc, Jakub Paplhám, Daniel Průša

"Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts"

Jianhao Li, Tianyu Sun, Zhongdao Wang, Enze Xie, Bailan Feng

Make-Your-3D: Fast and Consistent Subject-Driven 3D Content Generation

Fangfu Liu, Hanyang Wang, Weiliang Chen, Haowen Sun, Yueqi Duan

Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation

Shoumeng Qiu, Jie Chen, Xinrun Li, Ru Wan, Xiangyang Xue

Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation

Shentong Mo, Enze Xie, Yue Wu, Junsong Chen, Matthias Niessner

Enhancing Source-Free Domain Adaptive Object Detection with Low-confidence Pseudo Label Distillation

Ilhoon Yoon, Hyeongjun Kwon, Jin Kim, Junyoung Park, Hyunsung Jang

Learned Neural Physics Simulation for Articulated 3D Human Pose Reconstruction

Misha Andriluka, Baruch Tabanpour, Daniel Freeman, Cristian Sminchisescu

Identity-Consistent Diffusion Network for Grading Knee Osteoarthritis Progression in Radiographic Imaging

Wenhua Wu, Kun Hu, Wenxi Yue, Wei Li, Milena Simic

DualBEV: Unifying Dual View Transformation with Probabilistic Correspondences

Peidong Li, Wancheng Shen, Qihao Huang, Dixiao Cui

Unsupervised Representation Learning by Balanced Self Attention Matching

Daniel Shalam, Simon Korman

Retrieval Robust to Object Motion Blur

Rong Zou, Marc Pollefeys, Denys Rozumnyi

Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation Datasets

Qin Lei, Jiang Zhong, Qizhu Dai

Self-Supervised Underwater Caustics Removal and Descattering via Deep Monocular SLAM

Jonathan Sauder, Devis Tuia

Scene-Graph ViT: End-to-End Open-Vocabulary Visual Relationship Detection

Tim Salzmann, Markus Ryll, Alex Bewley, Matthias Minderer

TimeLens-XL: Real-time Event-based Video Frame Interpolation with Large Motion

Shi Guo, Yutian Chen, Tianfan Xue, Jinwei Gu, Yongrui Ma

Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection

Hu Cao, Zehua Zhang, Yan Xia, Xinyi Li, Jiahao Xia

Distilling Knowledge from Large-Scale Image Models for Object Detection

Gang Li, Wenhai Wang, Xiang Li, Ziheng Li, Jian Yang

Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning

Amandeep Kumar, Muhammad Awais, Sanath Narayan, Hisham Cholakkal, Salman Khan

A high-quality robust diffusion framework for corrupted dataset

Quan Dao, Binh Ta, Tung Pham, Anh Tran

T-CorresNet: Template Guided 3D Point Cloud Completion with Correspondence Pooling Query Generation Strategy

Fan Duan, Jiahao Yu, Li Chen

On the Topology Awareness and Generalization Performance of Graph Neural Networks

Junwei Su, Chuan Wu

DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition

Qi Wang, Zhou Xu, Yuming Lin, Jingtao Ye, hongsheng Li

Data Poisoning Quantization Backdoor Attack

Tran Huynh, Anh Tran, Khoa Doan, Tung Pham

Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion

Yu Cao, Shaogang Gong

OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection

Hu Zhang, xu jianhua, Tao Tang, Haiyang Sun, Xin Yu

R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model

Changhoon Kim, Kyle Min, Yezhou Yang

Zero-Shot Adaptation for Approximate Posterior Sampling of Diffusion Models in Inverse Problems

Yasar U Alcalar, Mehmet Akcakaya

ZeroI2V: Zero-Cost Adaptation of Pre-Trained Transformers from Image to Video

Xinhao Li, Yuhan Zhu, Limin Wang

Learning Natural Consistency Representation for Face Forgery Video Detection

Daichi Zhang, Zihao Xiao, Shikun Li, Fanzhao Lin, Jianmin Li

LLaVA-UHD: an LMM Perceiving any Aspect Ratio and High-Resolution Images

Zonghao Guo, Ruyi Xu, Yuan Yao, Junbo Cui, Zanlin Ni

FedTSA: A Cluster-based Two-Stage Aggregation Method for Model-heterogeneous Federated Learning

Boyu Fan, Chenrui Wu, Xiang Su, Pan Hui

Enhancing Cross-Subject fMRI-to-Video Decoding with Global-Local Functional Alignment

Chong Li, Xuelin Qian, Yun Wang, Jingyang Huo, Xiangyang Xue

Rasterized Edge Gradients: Handling Discontinuities Differentially

Stanislav Pidhorskyi, Tomas Simon, Gabriel Schwartz, He Wen, Yaser Sheikh

Generalized Coverage for More Robust Low-Budget Active Learning

Wonho Bae, Junhyug Noh, Danica J. Sutherland

Efficient Vision Transformers with Partial Attention

Xuan-Thuy Vo, Duy-Linh Nguyen, Adri Priadana, Kang-Hyun Jo

"Veil Privacy on Visual Data: Concealing Privacy for Humans, Unveiling for DNNs"

Shuchao Pang, Ruhao Ma, Bing Li, Yongbin Zhou, Yazhou Yao

LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement

Ye Yu, Fengxin Chen, Jun Yu, Zhen Kan

EMO: Emote Portrait Alive - Generating Expressive Portrait Videos with Audio2Video Diffusion Model under Weak Conditions

Linrui Tian, Qi Wang, Bang Zhang, Liefeng Bo

E3M: Zero-Shot Spatio-Temporal Video Grounding with Expectation-Maximization Multimodal Modulation

Peijun Bao, Zihao Shao, Wenhan Yang, Boon Poh Ng, Alex Kot

Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation

Guan Gui, Bin-Bin Gao, Jun Liu, Chengjie Wang, Yunsheng Wu

PFGS: High Fidelity Point Cloud Rendering via Feature Splatting

Jiaxu Wang, Zhang Ziyi, Junhao He, Renjing Xu

Boost Your NeRF: A Model-Agnostic Mixture of Experts Framework for High Quality and Efficient Rendering

Francesco Di Sario, Riccardo Renzulli, Marco Grangetto, Enzo Tartaglione

Implicit Neural Models to Extract Heart Rate from Video

Pradyumna Chari, Anirudh Bindiganavale Harish, Adnan Armouti, Alexander Vilesov, Sanjit Sarda

Inf-DiT: Upsampling any-resolution image with memory-efficient diffusion transformer.

Zhuoyi Yang, Heyang Jiang, Wenyi Hong, Jiayan Teng, Wendi Zheng

Paying More Attention to Images: A Training-Free Method for Alleviating Hallucination in LVLMs

Shi Liu, Kecheng Zheng, Wei Chen

Deep Reward Supervisions for Tuning Text-to-Image Diffusion Models

Xiaoshi Wu, Yiming Hao, Manyuan Zhang, Keqiang Sun, Zhaoyang Huang

SRPose: Two-view Relative Pose Estimation with Sparse Keypoints

Rui Yin, Yulun Zhang, Zherong Pan, Jianjun Zhu, Cheng Wang

Local and Global Flatness for Federated Domain Generalization

Hao Yan, Yuhong Guo

Integration of Global and Local Representations for Fine-grained Cross-modal Alignment

Seungwan Jin, Hoyoung Choi, Taehyung Noh, Kyungsik Han

Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning

Jihai Zhang, Xiang Lan, Xiaoye Qu, Yu Cheng, Mengling Feng

Efficient Training with Denoised Neural Weights

Yifan Gong, Zheng Zhan, Yanyu Li, Yerlan Idelbayev, Andrey Zharkov

LG-Gaze: Learning Geometry-aware Continuous Prompts for Language-Guided Gaze Estimation

Pengwei Yin, Jingjing Wang, Guanzhong Zeng, Di Xie, Jiang Zhu

PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control

Rishubh Parihar, Sachidanand VS, Sabariswaran Mani, Tejan Karmali, Venkatesh Babu Radhakrishnan

PosterLlama: Bridging Design Ability of Langauge Model to Content-Aware Layout Generation

Jaejung Seol, SeoJun Kim, Jaejun Yoo

Personalized Privacy Protection Mask Against Unauthorized Facial Recognition

Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Ling Liu

Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation

Zhilin Zhu, Xiaopeng Hong, Zhiheng Ma, Weijun Zhuang, Yaohui Ma

DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation

Jeongsol Kim, Geon Yeong Park, Jong Chul Ye

Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery

Chao Wang, Zhedong Zheng, Ruijie Quan, Yi Yang

PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation

Shaowei Liu, Zhongzheng Ren, Saurabh Gupta, Shenlong Wang

SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow

Yuanzhi Zhu, Xingchao Liu, Qiang Liu

DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception

Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li

Human Pose Recognition via Occlusion-Preserving Abstract Images

Saad Manzur, Wayne B Hayes

Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics

Woojin Cho, Jihyun Lee, Minjae Yi, Minje Kim, Taeyun Woo

Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense

Jeremy Styborski, Mingzhi Lyu, Yi Huang, Adams Kong

DiffSurf: A Transformer-based Diffusion Model for Generating and Reconstructing 3D Surfaces in Pose

Yusuke Yoshiyasu, Leyuan Sun

VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG

Yankun Xu, Junzhe Wang, Yun-Hsuan Chen, jie Yang, Wenjie Ming

Improving Hyperbolic Representations via Gromov-Wasserstein Regularization

Yifei Yang, WonJun Lee, Dongmian Zou, Gilad Lerman

Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment

Yuxiao Chen, Kai Li, Wentao Bao, Deep Patel, Yu Kong

SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher

Trung Tuan Dao, Thuan Hoang Nguyen, Thanh Van Le, Duc H Vu, Khoi Nguyen

Motion Keyframe Interpolation for Any Human Skeleton using Point Cloud-based Human Motion Data Homogenisation

Clinton A Mo, Kun Hu, Chengjiang Long, Dong Yuan, Zhiyong Wang

PALM: Predicting Actions through Language Models

Sanghwan Kim, Daoji Huang, Yongqin Xian, Otmar Hilliges, Luc Van Gool

Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats

Mingyang Xie, Haoming Cai, Sachin Shah, Yiran Xu, Brandon Y. Feng