Papers
ICONIC-444: A 3.1-Million-Image Dataset for OOD Detection Research
Gerhard Krumpl, Henning Avenhaus, Horst Possegger
SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization
Bowen Yuan, Yuxia Fu, Zijian Wang et al.
RobuMTL: Enhancing Multi-Task Learning Robustness Against Weather Conditions
Tasneem Shaffee, Sherief Reda
Unsupervised Segmentation by Diffusing, Walking and Cutting
Daniela Ivanova, Marco Aversa, Paul Henderson et al.
Restora-Flow: Mask-Guided Image Restoration with Flow Matching
Arnela Hadzic, Franz Thaler, Lea Bogensperger et al.
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation
Xiwen Chen, Wenhui Zhu, Peijie Qiu et al.
Optimal Transport for Rectified Flow Image Editing: Unifying Inversion-Based and Direct Methods
Marian Lupaşcu, Mihai Sorin Stupariu
Splatter Layout: Geometry-embedded 3D Reconstruction via Surface Unfolding
Bryan Heryanto, Tackgeun You, Chanwoo Kim et al.
Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between
Ondrej Tybl, Lukas Neumann
DNA: Dual-branch Network with Adaptation for Open-Set Online Handwriting Generation
Tsai-Ling Huang, Nhat-Tuong Do-Tran, Ngoc-Hoang-Lam Le et al.
One Model, Many Behaviors: Training-Induced Effects on Out-of-Distribution Detection
Gerhard Krumpl, Henning Avenhaus, Horst Possegger
UniGaze: Towards Universal Gaze Estimation via Large-scale Pre-Training
Jiawei Qin, Xucong Zhang, Yusuke Sugano
PoseGaussian: Pose-Driven Novel View Synthesis for Robust 3D Human Reconstruction
Ju Shen, Chen Chen, Tam V. Nguyen et al.
Personalized Image Privacy Advisors via Federated Daisy-Chaining
Sourasekhar Banerjee, Vengateswaran Subramaniam, Debaditya Roy et al.
S2O: Static to Openable Enhancement for Articulated 3D Objects
Denys Iliash, Hanxiao Jiang, Yiming Zhang et al.
3D Superquadric Splatting
Daniel MacSwayne, Ales Leonardis, Jianbo Jiao
Occlusion Boundary and Depth: Mutual Enhancement via Multi-Task Learning
Lintao Xu, Yinghao Wang, Chaohui Wang
QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation
Chenhui Xu, Fuxun Yu, Jinjun Xiong et al.
Large Sign Language Models: Toward 3D American Sign Language Translation
Sen Zhang, Xiaoxiao He, Di Liu et al.
Pyramidal Spectrum: Frequency-based Hierarchically Vector Quantized VAE for Videos
Tushar Prakash, Onkar Susladkar, Sparsh Mittal et al.
SphereEdit: Spherical Semantic Editing in Diffusion Models
Salamata Konate, Hassan Hamidi, Elham Dolatabadi et al.
Matching Semantically Similar Non-Identical Objects
Yusuke Marumo, Kazuhiko Kawamoto, Satomi Tanaka et al.
RegionAligner: Bridging Ego-Exo Views for Object Correspondence via Unified Text-Visual Learning
Yuhao Su, Ehsan Elhamifar
Stabilizing Direct Training of Spiking Neural Networks: Membrane Potential Initialization and Threshold-robust Surrogate Gradient
Hyunho Kook, Byeongho Yu, Jeong Min Oh et al.