WACV 2025

929 papers

OccLoff: Learning Optimized Feature Fusion for 3D Occupancy Prediction

Ji Zhang, Yiran Ding, Zixin Liu

SpotDiffusion: A Fast Approach for Seamless Panorama Generation Over Time

Stanislav Frolov, Brian B. Moser, Andreas Dengel

TempA-VLP: Temporal-Aware Vision-Language Pretraining for Longitudinal Exploration in Chest X-ray Image

Zhuoyi Yang, Liyue Shen

PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction

Yujing Xue, Jiaxiang Liu, JIAWEI DU, Joey Tianyi Zhou

Instructive3D: Editing Large Reconstruction Models with Text Instructions

Kunal Kathare, Ankit Dhiman, K Vikas Gowda, Siddharth Aravindan, Shubham Monga

Compositional Segmentation of Cardiac Images Leveraging Metadata

Abbas Khan, Muhammad Asad, Martin Benning, Caroline Roney, Gregory Slabaugh

Hierarchical Light Transformer Ensembles for Multimodal Trajectory Forecasting

Adrien Lafage, Mathieu Barbier, Gianni Franchi, David Filliat

SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-Grade Videos

Remi Chierchia, Leo Lebrat, David Ahmedt-Aristizabal, Olivier Salvado, Clinton Fookes

Detecting Origin Attribution for Text-to-Image Diffusion Models

Katherine Xu, Lingzhi Zhang, Jianbo Shi

GET-UP: GEomeTric-Aware Depth Estimation with Radar Points UPsampling

Huawei Sun, Zixu Wang, Hao Feng, Julius Ott, Lorenzo Servadei

Re-Identifying People in Video via Learned Temporal Attention and Multi-Modal Foundation Models

Cole Hill, Florence Yellin, Krishna Regmi, Dawei Du, Scott McCloskey

Comparative Evaluation of 3D Reconstruction Methods for Object Pose Estimation

Varun Burde, Assia Benbihi, Pavel Burget, Torsten Sattler

Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery

Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn, Bastian Wandt

Distribution Optimization under Gaussian Hypothesis for Domain Adaptive Semantic Segmentation

Chen Liang, Weihua Chen, Xin Zhao, Junyan Wang, Lijun Cao

SynDroneVision: A Synthetic Dataset for Image-Based Drone Detection

Tamara R. Lenhard, Andreas Weinmann, Kai Franke, Tobias Koch

PRoGS: Progressive Rendering of Gaussian Splats

Brent Zoomers, Maarten Wijnants, Ivan Molenaers, Joni Vanherck, Jeroen Put

Make-A-Texture: Fast Shape-Aware 3D Texture Generation in 3 Seconds

Liat Sless Gorelik, Yuchen Fan, Omri Armstrong, Forrest N Iandola, Yilei Li

ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark Dataset

Olaf Wysocki, Yue Tan, Thomas Froech, Yan Xia, Magdalena Wysocki

Instance-Warp: Saliency Guided Image Warping for Unsupervised Domain Adaptation

Shen Zheng, Anurag Ghosh, Srinivasa Narasimhan

DeCLIP: Decoding CLIP Representations for Deepfake Localization

Stefan Smeu, Elisabeta Oneata, Dan Oneata

Cross Image Feature Perturbation with Pseudo Label Fusion for Semi-Supervised Medical Image Segmentation

Minxia Xu, Han Yang, Bo Song, Weida Hu, Jinshui Miao

Effective Scene Graph Generation by Statistical Relation Distillation

Thanh-Son Nguyen, Hong Yang, Basura Fernando

ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training

Marco Colussi, Sergio Mascetti, Jose Dolz, Christian Desrosiers

TPD-STR: Text Polygon Detection with Split Transformers

Sangyeon Kim, SangKuk Lee, Jeesoo Kim, Nojun Kwak

VISIONARY: Novel Spatial-Spectral Attention Mechanism for Hyperspectral Image Denoising

Aditya Dixit, Nischit Hosamani, Puneet Gupta, Ankur Garg

SynDRA: Synthetic Dataset for Railway Applications

Gianluca D'Amico, Federico Nesti, Giulio Rossolini, Mauro Marinoni, Salvatore Sabina

Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs

Filippos Gouidis, Konstantinos Papoutsakis, Theodore Patkos, Antonis Argyros, Dimitris Plexousakis

MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection

Raman Dutt, Ondrej Bohdal, Pedro Sanchez, Sotirios Tsaftaris, Timothy Hospedales

Learning Anatomy-Disease Entangled Representation

Fatemeh Haghighi, Michael B. Gotway, Jianming Liang

Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels

Shumpei Takezaki, Kiyohito Tanaka, Seiichi Uchida

Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination

Anindya Sundar Das, Guansong Pang, Monowar Bhuyan

Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning

Parinita Nema, Vinod K Kurmi

Uncertainty Aware Interest Point Detection and Description

Jingbo Zeng, Zaiwang Gu, Weide Liu, Lile Cai, Jun Cheng

Effective Backdoor Learning on Open-Set Face Recognition Systems

Diana Voth, Leonidas Dane, Jonas Grebe, Sebastian Peitz, Philipp Terhorst

DiffuseKronA: A Parameter Efficient Fine-Tuning Method for Personalized Diffusion Models

Shyam Marjit, Harshit Singh, Nityanand Mathur, Sayak Paul, Chia-Mu Yu

AlignIT: Enhancing Prompt Alignment in Customization of Text-to-Image Models

Aishwarya Agarwal, Srikrishna Karanam, Balaji Vasan Srinivasan

A Realistic Protocol for Evaluation of Weakly Supervised Object Localization

Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger

A Pipeline and NIR-Enhanced Dataset for Parking Lot Segmentation

Shirin Qiam, Saipraneeth Devunuri, Lewis J. Lehe

Clarity Amidst Blur: A Deterministic Method for Synthetic Generation of Water Droplets on Camera Lenses

Tim Dieter Eberhardt, Tim Brühl, Robin Schwager, Tin Stribor Sohn, Wilhelm Stork

Distillation of Diffusion Features for Semantic Correspondence

Frank Fundel, Johannes Schusterbauer, Vincent Tao Hu, Bjorn Ommer

High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer

Mingxian Li, Hao Sun, Yingtie Lei, Xiaofeng Zhang, Yihang Dong

Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization

Nikos Efthymiadis, Giorgos Tolias, Ondřej Chum

CLIPArTT: Adaptation of CLIP to New Domains at Test Time

Gustavo A Vargas Hakim, David Osowiechi, Mehrdad Noori, Milad Cheraghalikhani, Ali Bahri

Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation

Sanyam Lakhanpal, Shivang Chopra, Vinija Jain, Aman Chadha, Man Luo

Patch Ranking: Token Pruning as Ranking Prediction for Efficient CLIP

Cheng-En Wu, Jinhong Lin, Yu Hen Hu, Pedro Morgado

CATALOG: A Camera Trap Language-Guided Contrastive Learning Model

Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo

I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting

Nicola Fanelli, Gennaro Vessio, Giovanna Castellano

Corgi: Cached Memory Guided Video Generation

Xindi Wu, Uriel Singer, Zhaojiang Lin, Andrea Madotto, XIDE XIA

KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder

Maheswar Bora, Saurabh Atreya, Aritra Mukherjee, Abhijit Das

SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation

Tapas Kumar Dutta, Snehashis Majhi, Deepak Ranjan Nayak, Debesh Jha

TaCOS: Task-Specific Camera Optimization with Simulation

Chengyang Yan, Donald G. Dansereau

Multi-Task Learning of Classification and Generation for Set-Structured Data

Fumioki Sato, Hideaki Hayashi, Hajime Nagahara

GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation

Yannik Frisch, Christina Bornberg, Moritz Fuchs, Anirban Mukhopadhyay

Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis

Haeil Lee, Hansang Lee, Seoyeon Gye, Junmo Kim

TRH2TQA: Table Recognition with Hierarchical Relationships to Table Question-Answering on Business Table Images

Pongsakorn Jirachanchaisiri, Nam Tuan Ly, Atsuhiro Takasu

GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification

Souhail Bakkali, Sanket Biswas, Zuheng Ming, Mickael Coustaty, Marcal Rusinol

Event-Guided Video Transformer for End-to-End 3D Human Pose Estimation

Bo Lang, Mooi Choo Chuah

VioPose: Violin Performance 4D Pose Estimation by Hierarchical Audiovisual Inference

Seong Jong Yoo, Snehesh Shrestha, Irina Muresanu, Cornelia Fermuller

@BENCH: Benchmarking Vision-Language Models for Human-Centered Assistive Technology

Xin Jiang, Junwei Zheng, Ruiping Liu, Jiahang Li, Jiaming Zhang

TokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm

Bingqing Zhang, Zhuo Cao, Heming Du, Xin Yu, Xue Li

MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training

Chengyin Li, Hui Zhu, Rafi Ibn Sultan, Hassan Bagher Ebadian, Prashant Khanduri

PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation

Ryozo Masukawa, Sanggeon Yun, Yoshiki Yamaguchi, Mohsen Imani

MVFNet: Multipurpose Video Forensics Network using Multiple Forms of Forensic Evidence

Tai D Nguyen, Matthew C Stamm

BeautyBank: Encoding Facial Makeup in Latent Space

Qianwen Lu, Xingchao Yang, Takafumi Taketomi

Defending Against Repetitive Backdoor Attacks on Semi-Supervised Learning through Lens of Rate-Distortion-Perception Trade-Off

Cheng-Yi Lee, Ching-Chia Kao, Cheng-Han Yeh, Chun-Shien Lu, Chia-Mu Yu

MegaFusion: Extend Diffusion Models towards Higher-Resolution Image Generation without Further Tuning

Haoning Wu, Shaocheng Shen, Qiang Hu, Xiaoyun Zhang, Ya Zhang

Event-Guided Fusion-Mamba for Context-Aware 3D Human Pose Estimation

Bo Lang, Mooi Choo Chuah

VerA: Versatile Anonymization Applicable to Clinical Facial Photographs

Majed El Helou, Doruk Cetin, Petar Stamenkovic, Niko Benjamin Huber, Fabio Zünd

ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model

Gaoge Han, Mingjiang Liang, Jinglei Tang, Yongkang Cheng, Wei Liu

Cross-Modal Feature Alignment and MMD Improve Robustness of Prompt Tuning

Jingchen Sun, Rohan Sharma, Vishnu Lokhande, Changyou Chen

Ada-VE: Training-Free Consistent Video Editing using Adaptive Motion Prior

Tanvir Mahmud, Mustafa Munir, Radu Marculescu, Diana Marculescu

Multi-Resolution Guided 3D GANs for Medical Image Translation

Juhyung Ha, Jong Sung Park, David Crandall, Eleftherios Garyfallidis, Xuhong Zhang

Invariant Shape Representation Learning for Image Classification

Tonmoy Hossain, Jing Ma, Jundong Li, Miaomiao Zhang

HeightMapNet: Explicit Height Modeling for End-to-End HD Map Learning

Wenzhao Qiu, Shanmin Pang, Hao Zhang, Jianwu Fang, Jianru Xue

Inverting the Generation Process of Denoising Diffusion Implicit Models: Empirical Evaluation and a Novel Method

Yan Zeng, Masanori Suganuma, Takayuki Okatani

Generation of Complex 3D Human Motion by Temporal and Spatial Composition of Diffusion Models

Lorenzo Mandelli, Stefano Berretti

WARLearn: Weather-Adaptive Representation Learning

Shubham Agarwal, Raz Birman, Ofer Hadar

Ad^2mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation

LEI ZHU, Yanyu Xu, Yong Liu, Rick Siow Mong Goh, Xinxing Xu

Just Shift It: Test-Time Prototype Shifting for Zero-Shot Generalization with Vision-Language Models

Elaine Sui, Xiaohan Wang, Serena Yeung-Levy

Endoscopic Scoring and Localization in Unconstrained Clinical Trial Videos

Jinlin Xiang, Hillol Sarker, Bozhao Qi, Ruisu Zhang, Roger Trullo

DisCo: Discovering Common Affordance from Large Models for Actionable Part Perception

Youpeng Wen, Yi Zhu, Zhihao Zhan, Pengzhen Ren, Jianhua Han

Retaining and Enhancing Pre-Trained Knowledge in Vision-Language Models with Prompt Ensembling

Donggeun Kim, Yujin Jo, Myungjoo Lee, Taesup Kim

SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models

Xinxi Zhang, Song Wen, Ligong Han, Felix Juefei-Xu, Akash Srivastava

Make VLM Recognize Visual Hallucination on Cartoon Character Image with Pose Information

Bumsoo Kim, Wonseop Shin, Kyuchul Lee, Yonghoon Jung, Sanghyun Seo

BASED: Bundle-Adjusting Surgical Endoscopic Dynamic Video Reconstruction using Neural Radiance Fields

Shreya Saha, Zekai Liang, Shan Lin, Jingpei Lu, Michael Yip

LLaVA-SpaceSGG: Visual Instruct Tuning for Open-Vocabulary Scene Graph Generation with Enhanced Spatial Relations

Mingjie Xu, Mengyang Wu, Yuzhi Zhao, Jason Chun Lok Li, Weifeng Ou

DocTTT: Test-Time Training for Handwritten Document Recognition using Meta-Auxiliary Learning

Wenhao Gu, Li Gu, Ziqiang Wang, Ching Y Suen, Yang Wang

SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets

Zorana Doždor, Tomislav Hrkac, Zoran Kalafatic

Who Brings the Frisbee: Probing Hidden Hallucination Factors in Large Vision-Language Model via Causality Analysis

Po-Hsuan Huang, Jeng-Lin Li, Chin-Po Chen, Ming-Ching Chang, Wei-Chao Chen

InDistill: Information Flow-Preserving Knowledge Distillation for Model Compression

Ioannis Sarridis, Christos Koutlis, Giorgos Kordopatis-Zilos, Yiannis Kompatsiaris, Symeon Papadopoulos

FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing

Youyuan Zhang, Xuan Ju, James J. Clark

A New Benchmark and Baseline for Real-Time High-Resolution Image Inpainting on Edge Devices

Marcelo Sánchez Ortega, Gil Triginer Garces, Coloma Ballester, Ignacio Sarasua, Lara Raad

DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation

Shahriar Rifat, Jonathan Ashdown, Francesco Restuccia

Spk2ImgMamba: Spiking Camera Image Reconstruction with Multi-Scale State Space Models

Jiaoyang Yin, Bin Fan, Chao Xu, Tiejun Huang, Boxin Shi

360PanT: Training-Free Text-Driven 360-Degree Panorama-to-Panorama Translation

Hai Wang, Jing-Hao Xue

MFTrans: A Multi-Resolution Fusion Transformer for Robust Tumor Segmentation in Whole Slide Images

Sungkyu Yang, Woohyun Park, Kwangil Yim, Mansu Kim

Forensic Iris Image-Based Post-Mortem Interval Estimation

Rasel Ahmed Bhuiyan, Adam Czajka

Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding

Hai Nguyen-Truong, E-Ro Nguyen, Tuan-Anh Vu, Minh-Triet Tran, Binh-Son Hua

Flowering Time Prediction of Wheat from DIA-MS Data

yan yang, Utpal Bose, James Broadbent, Sally Stockwell, Keren A Byrne

MaskVD: Region Masking for Efficient Video Object Detection

Sreetama Sarkar, Gourav Datta, Souvik Kundu, Kai Zheng, Chirayata Bhattacharyya