ECCV 2024

2,387 papers

Optimization-based Uncertainty Attribution Via Learning Informative Perturbations

Hanjing Wang, Bashirul Azam Biswas, Qiang Ji

Towards Neuro-Symbolic Video Understanding

Minkyu Choi, Harsh Goel, Mohammad Omama, Yunhao Yang, Sahil Shah

Mitigating Perspective Distortion-induced Shape Ambiguity in Image Crops

Aditya Prakash, Arjun Gupta, Saurabh Gupta

3D Hand Pose Estimation in Everyday Egocentric Images

Aditya Prakash, Ruisen Tu, Matthew Chang, Saurabh Gupta

Parameterized Quasi-Physical Simulators for Dexterous Manipulations Transfer

Xueyi Liu, Kangbo Lyu, jieqiong zhang, Tao Du, Li Yi

To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of Point Cloud Transfer Learning

Souhail Hadgi, Lei Li, Maks Ovsjanikov

3D Reconstruction of Objects in Hands without Real World 3D Supervision

Aditya Prakash, Matthew Chang, Matthew Jin, Ruisen Tu, Saurabh Gupta

Weakly-Supervised 3D Hand Reconstruction with Knowledge Prior and Uncertainty Guidance

Yufei Zhang, Jeffrey Kephart, Qiang Ji

Enhancing Plausibility Evaluation for Generated Designs with Denoising Autoencoder

Jiajie Fan, Amal Trigui, Thomas Bäck, Hao Wang

BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues

Sara Sarto, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara

Quality Assured: Rethinking Annotation Strategies in Imaging AI

Tim Rädsch, Annika Reinke, Vivienn Weru, Minu D. Tizabi, Nicholas Heller

Rethinking Fast Adversarial Training: A Splitting Technique To Overcome Catastrophic Overfitting

Masoumeh Zareapoor, Pourya Shamsolmoali

Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents

Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev

SeA: Semantic Adversarial Augmentation for Last Layer Features from Unsupervised Representation Learning

Qi Qian, Yuanhong Xu, Juhua Hu

Online Zero-Shot Classification with CLIP

Qi Qian, Juhua Hu

Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery

Sukrut Rao, Sweta Mahajan, Moritz Böhle, Bernt Schiele

Certifiably Robust Image Watermark

Zhengyuan Jiang, Moyang Guo, Yuepeng Hu, Jinyuan Jia, Neil Zhenqiang Gong

RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos

Ali Zare, Yulei Niu, Hammad Ayyubi, Shih-fu Chang

Pose Guided Fine-Grained Sign Language Video Generation

Tongkai Shi, Lianyu Hu, Fanhua Shang, Jichao Feng, liu peidong

Context Diffusion: In-Context Aware Image Generation

Ivona Najdenkoska, Animesh Sinha, Abhimanyu Dubey, Dhruv Mahajan, Vignesh Ramanathan

iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning

Tom Fischer, Yaoyao Liu, Artur Jesslen, Noor Ahmed, Prakhar Kaushik

Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention

Jie Ren, Yaxin Li, Shenglai Zeng, Han Xu, Lingjuan Lyu

PreSight: Enhancing Autonomous Vehicle Perception with City-Scale NeRF Priors

Tianyuan Yuan, Yucheng Mao, Jiawei Yang, Yicheng Liu, Yue Wang

LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis

Kevin Xie, Tianshi Cao, Jonathan P Lorraine, Jun Gao, James R Lucas

HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal Reasoning

Zhecan Wang, Garrett Bingham, Adams Wei Yu, Quoc V. Le, Thang Luong

AnimateMe: 4D Facial Expressions via Diffusion Models

Dimitrios Gerogiannis, Foivos Paraperas Papantoniou, Rolandos Alexandros Potamias, Alexandros Lattas, Stylianos Moschoglou

LingoQA: Video Question Answering for Autonomous Driving

Ana-Maria Marcu, Long Chen, Jan Hünermann, Alice Karnsund, Benoit Hanotte

Conceptual Codebook Learning for Vision-Language Models

Yi Zhang, Ke Yu, Siqi Wu, Zhihai He

Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures

Yannick Kirchhoff, Maximilian R Rokuss, Saikat Roy, Balint Kovacs, Constantin Ulrich

OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation

Kwanyoung Kim, Yujin Oh, Jong Chul Ye

MeshSegmenter: Zero-Shot Mesh Segmentation via Texture Synthesis

Ziming Zhong, Yanyu Xu, Jing Li, Jiale Xu, Zhengxin Li

Mini-Splatting: Representing Scenes with a Constrained Number of Gaussians

Guangchi Fang, Bing Wang

Curved Diffusion: A Generative Model With Optical Geometry Control

Andrey Voynov, Amir Hertz, Moab Arar, Shlomi Fruchter, Daniel Cohen-or

CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning

Ziyang Gong, Fuhao Li, Yupeng Deng, Deblina Bhattacharjee, Xianzheng Ma

ObjectDrop: Bootstrapping Counterfactuals for Photorealistic Object Removal and Insertion

Daniel Winter, Matan Cohen, Shlomi Fruchter, Yael Pritch, Alex Rav-Acha

Get Your Embedding Space in Order: Domain-Adaptive Regression for Forest Monitoring

Sizhuo Li, Dimitri Gominski, Martin Brandt, Xiaoye Tong, Philippe Ciais

GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring

Emanuele Santellani, Martin Zach, Christian Sormann, Mattia Rossi, Andreas Kuhn

Forecasting Future Videos from Novel Views via Disentangled 3D Scene Representation

Sudhir Yarram, Junsong Yuan

Learn to Memorize and to Forget: A Continual Learning Perspective of Dynamic SLAM

Baicheng Li, Zike Yan, Dong Wu, Hanqing Jiang, Hongbin Zha

SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers

Nanye Ma, Mark Goldstein, Michael Albergo, Nicholas M Boffi, Eric Vanden-Eijnden

CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion

Wendi Zheng, Jiayan Teng, Zhuoyi Yang, Weihan Wang, Jidong Chen

Trackastra: Transformer-based cell tracking for live-cell microscopy

Benjamin Gallusser, Martin Weigert

Video Editing via Factorized Diffusion Distillation

Uriel Singer, Amit Zohar, Yuval Kirstain, Shelly Sheynin, Adam Polyak

Prompt-Based Test-Time Real Image Dehazing: A Novel Pipeline

Zixuan Chen, Zewei He, Ziqian Lu, Xuecheng Sun, Zheming Lu

Masked Motion Prediction with Semantic Contrast for Point Cloud Sequence Learning

Yuehui Han, Can Xu, Rui Xu, Jianjun Qian, Jin Xie

CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs

Yassine Ouali, Adrian Bulat, Brais Martinez, Georgios Tzimiropoulos

Taming CLIP for Fine-grained and Structured Visual Understanding of Museum Exhibits

Ada-Astrid Balauca, Danda Pani Paudel, Kristina Toutanova, Luc Van Gool

Few-shot Defect Image Generation based on Consistency Modeling

Qingfeng Shi, Jing Wei, Fei Shen, Zhengtao Zhang

Gaussian in the wild: 3D Gaussian Splatting for Unconstrained Image Collections

Dongbin Zhang, Chuming Wang, Weitao Wang, Peihao Li, Minghan Qin

SWAG: Splatting in the Wild images with Appearance-conditioned Gaussians

Hiba Dahmani, Moussab Bennehar, Nathan Piasco, Luis G Roldao Jimenez, Dzmitry Tsishkou

Track2Act: Predicting Point Tracks from Internet Videos enables Generalizable Robot Manipulation

Homanga Bharadhwaj, Roozbeh Mottaghi, Abhinav Gupta, Shubham Tulsiani

DQ-DETR: DETR with Dynamic Query for Tiny Object Detection

Yi-Xin Huang, Hou-I Liu, Hong-Han Shuai, Wen-Huang Cheng

Emerging Property of Masked Token for Effective Pre-training

Hyesong Choi, Hunsang Lee, Seyoung Joung, Hyejin Park, Jiyeong Kim

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

Yu Tian, Congcong Wen, Min Shi, Muhammad Muneeb Afzal, Hao Huang

Tuning-Free Image Customization with Image and Text Guidance

Pengzhi Li, Qiang Nie, Ying Chen, Xi Jiang, Kai WU

"SIMBA: Split Inference - Mechanisms, Benchmarks and Attacks"

Abhishek Singh, Vivek Sharma, Rohan Sukumaran, John J Mose, Jeffrey K Chiu

Four Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding

Ozan Unal, Christos Sakaridis, Suman Saha, Luc Van Gool

UpFusion: Novel View Diffusion from Unposed Sparse View Observations

Bharath Raj Nagoor Kani, Hsin-Ying Lee, Sergey Tulyakov, Shubham Tulsiani

Characterizing Model Robustness via Natural Input Gradients

Adrian Rodriguez-Munoz, Tongzhou Wang, Antonio Torralba

LayerDiff: Exploring Text-guided Multi-layered Composable Image Synthesis via Layer-Collaborative Diffusion Model

Runhui Huang, Kaixin Cai, Jianhua Han, Xiaodan Liang, Renjing Pei

RANRAC: Robust Neural Scene Representations via Random Ray Consensus

Benno Buschmann, Andreea Dogaru, Elmar Eisemann, Michael Weinmann, Bernhard Egger

COD: Learning Conditional Invariant Representation for Domain Adaptation Regression

Hao-Ran Yang, Chuan-Xian Ren, You-Wei Luo

Photon Inhibition for Energy-Efficient Single-Photon Imaging

Lucas J Koerner, Shantanu Gupta, Atul N Ingle, Mohit Gupta

Hypernetworks for Generalizable BRDF Representation

Fazilet Gokbudak, Alejandro Sztrajman, Chenliang Zhou, Fangcheng Zhong, Rafal Mantiuk

PDT Uav Target Detection Dataset for Pests and Diseases Tree

Mingle Zhou, Rui Xing, Delong Han, Zhiyong Qi, Gang Li

WAVE: Warping DDIM Inversion Features for Zero-shot Text-to-Video Editing

Yutang Feng, Sicheng Gao, Yuxiang Bao, Xiaodi Wang, Shumin Han

Spiking Wavelet Transformer

Yuetong Fang, Ziqing Wang, Lingfeng Zhang, Jiahang Cao, Honglei Chen

WTS: A Pedestrian-Centric Traffic Video Dataset for Fine-grained Spatial-Temporal Understanding

Quan Kong, Yuki Kawana, Rajat Saini, Ashutosh Kumar, Jingjing Pan

PartGLEE: A Foundation Model for Recognizing and Parsing Any Objects

Junyi Li, Junfeng Wu, Weizhi Zhao, Song Bai, Xiang Bai

Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation

Prantik Howlader, Hieu Le, Dimitris Samaras

Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems

Hyungjin Chung, Jong Chul Ye

FreeZe: Training-free zero-shot 6D pose estimation with geometric and vision foundation models

Andrea Caraffa, Davide Boscaini, Amir Hamza, Fabio Poiesi

Face Reconstruction Transfer Attack as Out-of-Distribution Generalization

Yoon Gyo Jung, Jaewoo Park, Xingbo Dong, Hojin Park, Andrew Beng Jin Teoh

Solving the inverse problem of microscopy deconvolution with a residual Beylkin-Coifman-Rokhlin neural network

Rui Li, Mikhail Kudryashev, Artur Yakimovich

Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering

Zeyu Liu, WEICONG LIANG, Zhanhao Liang, Chong Luo, Ji Li

Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier

Prantik Howlader, Srijan Das, Hieu Le, Dimitris Samaras

SphereHead: Stable 3D Full-head Synthesis with Spherical Tri-plane Representation

Heyuan Li, Ce Chen, Tianhao Shi, Yuda Qiu, Sizhe An

iHuman: Instant Animatable Digital Humans From Monocular Videos

Pramish Paudel, Anubhav Khanal, Danda Pani Paudel, Jyoti Tandukar, Ajad Chhatkuli

AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems

Roye Katzav, Amit Giloni, Edita Grolman, Hiroo Saito, Tomoyuki Shibata

Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks

MohammadReza Davari, Eugene Belilovsky

LLMCO4MR: LLMs-aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang

Yuqing Zhang, Hangqi Li, Shengyu Zhang, Runzhong Wang, Baoyi He

Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation

Mathias Öttl, Frauke Wilm, Jana Steenpass, Jingna Qiu, Matthias Rübner

Diverse Text-to-3D Synthesis with Augmented Text Embedding

Uy Dieu Tran, Minh N. Hoang Luu, Phong Ha Nguyen, Khoi Nguyen, Binh-Son Hua

Omni6DPose: A Benchmark and Model for Universal 6D Object Pose Estimation and Tracking

Jiyao Zhang, Weiyao Huang, Bo Peng, Mingdong Wu, Fei Hu

Towards Robust Full Low-bit Quantization of Super Resolution Networks

Denis S. Makhov, Irina Zhelavskaya, Ruslan Ostapets, Dehua Song, Kirill Solodskikh

Rethinking Deep Unrolled Model for Accelerated MRI Reconstruction

Bingyu Xin, Meng Ye, Leon Axel, Dimitris N. Metaxas

3R-INN: How to be climate friendly while consuming/delivering videos?

ZOUBIDA AMEUR, Claire-Helene Demarty, Olivier LE MEUR, Daniel Menard

OmniNOCS: A unified NOCS dataset and model for 3D lifting of 2D objects

Akshay Krishnan, Abhijit Kundu, Kevis-kokitsi Maninis, James Hays, Matthew Brown

Sequential Representation Learning via Static-Dynamic Conditional Disentanglement

Mathieu Cyrille Simon, Pascal Frossard, Christophe De Vleeschouwer

BAFFLE: A Baseline of Backpropagation-Free Federated Learning

Haozhe Feng, Tianyu Pang, Chao Du, Wei Chen, Shuicheng Yan

OP-Align: Object-level and Part-level Alignment for Self-supervised Category-level Articulated Object Pose Estimation

Yuchen Che, Ryo Furukawa, Asako Kanezaki

Self-supervised visual learning from interactions with objects

Arthur Aubret, Celine Teuliere, Jochen Triesch

Watching it in Dark: A Target-aware Representation Learning Framework for High-Level Vision Tasks in Low Illumination

Yunan Li, Yihao Zhang, Shoude Li, Long Tian, Dou Quan

Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations

Kilichbek Haydarov, Xiaoqian Shen, Avinash Madasu, Mahmoud Salem, Li-jia Li

MONTAGE: Monitoring Training for Attribution of Generative Diffusion Models

Jonathan Brokman, Omer Hofman, Roman Vainshtein, Amit Giloni, Toshiya Shimizu

How Far Can a 1-Pixel Camera Go? Solving Vision Tasks using Photoreceptors and Computationally Designed Visual Morphology

Andrei Atanov, Rishubh Singh, Jiawei Fu, Isabella Yu, Andrew Spielberg

LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model

Dilxat Muhtar, Zhenshi Li, Feng Gu, Xueliang Zhang, Pengfeng Xiao

uCAP: An Unsupervised Prompting Method for Vision-Language Models

A. Tuan Nguyen, Kai Sheng Tai, Bor-Chun Chen, Satya Narayan Shukla, Hanchao Yu

MLPHand: Real Time Multi-View 3D Hand Reconstruction via MLP Modeling

Jian Yang, Jiakun Li, Guoming Li, Huaiyu Wu, Zhen Shen

ViPer: Visual Personalization of Generative Models via Individual Preference Learning

Sogand Salehi, Mahdi Shafiei, Roman Bachmann, Teresa Yeo, Amir Zamir