Fatih Porikli

HyperNet Fields: Efficiently Training Hypernetworks without Ground Truth by Learning Weight Trajectories CVPR 2025 CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation CVPR 2025 Distilling Multi-modal Large Language Models for Autonomous Driving CVPR 2025 Zero-Shot Adaptation of Parameter-Efficient Fine-Tuning in Diffusion Models ICML 2025 Planar Gaussian Splatting WACV 2025 HexaGen3D: StableDiffusion is One Step Away from Fast and Diverse Text-to-3D Generation WACV 2025 Sort-free Gaussian Splatting via Weighted Sum Rendering ICLR 2025 LoRA-X: Bridging Foundation Models with Training-Free Cross-Model Adaptation ICLR 2025 PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer ICLR 2025 ConsNoTrainLoRA: Data-driven Weight Initialization of Low-rank Adapters using Constraints ICCV 2025 Understanding Personal Concept in Open-Vocabulary Semantic Segmentation ICCV 2025 DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization ICCV 2025 Neural graphics texture compression supporting random access ECCV 2024 Hollowed Net for On-Device Personalization of Text-to-Image Diffusion Models NIPS 2024 FouRA: Fourier Low-Rank Adaptation NIPS 2024 DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions CVPR 2024 Clockwork Diffusion: Efficient Generation With Model-Step Distillation CVPR 2024 OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation CVPR 2024 FutureDepth: Learning to Predict the Future Improves Video Depth Estimation ECCV 2024 Object-Centric Diffusion for Efficient Video Editing ECCV 2024 Skip-Attention: Improving Vision Transformers by Paying Less Attention ICLR 2024 X-Align: Cross-Modal Cross-View Alignment for Bird's-Eye-View Segmentation WACV 2023 OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding NIPS 2023 Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild ICLR 2023 PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models CVPR 2023 DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling CVPR 2023 X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection CVPR 2023 DejaVu: Conditional Regenerative Learning To Enhance Dense Prediction CVPR 2023 Efficient Neural Supersampling on a Novel Gaming Dataset ICCV 2023 Factorized Inverse Path Tracing for Efficient and Accurate Material-Lighting Estimation ICCV 2023 MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation ICCV 2023 4D Panoptic Segmentation as Invariant and Equivariant Field Prediction ICCV 2023 SALISA: Saliency-Based Input Sampling for Efficient Video Object Detection ECCV 2022 Delta Distillation for Efficient Video Processing ECCV 2022 Panoptic, Instance and Semantic Relations: A Relational Context Encoder To Enhance Panoptic Segmentation CVPR 2022 IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes CVPR 2022 Imposing Consistency for Optical Flow Estimation CVPR 2022 Learning Implicit Feature Alignment Function for Semantic Segmentation ECCV 2022 Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022 Perceptual Consistency in Video Segmentation WACV 2022 AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation WACV 2022 On Improving Adversarial Transferability of Vision Transformers ICLR 2022 ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning ICLR 2022 Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device CVPR 2022 On Generating Transferable Targeted Perturbations ICCV 2021 Modality-Agnostic Topology Aware Localization NIPS 2021 Efficient Action Recognition via Dynamic Knowledge Propagation ICCV 2021 InverseForm: A Loss Function for Structured Boundary-Aware Segmentation CVPR 2021 CLNet: A Compact Latent Network for Fast Adjusting Siamese Trackers ECCV 2020 A Self-supervised Approach for Adversarial Robustness CVPR 2020 Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation CVPR 2020 Structured Convolutions for Efficient Neural Network Design NIPS 2020 Component Attention Guided Face Super-Resolution Network: CAGFace WACV 2020 Cross-Domain Transferability of Adversarial Perturbations NIPS 2019 See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks CVPR 2019 One-Shot Action Localization by Learning Sequence Matching Network CVPR 2018 Face Super-resolution Guided by Facial Component Heatmaps ECCV 2018 Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond ECCV 2018 Video Representation Learning Using Discriminative Pooling CVPR 2018 A Deeper Look at Power Normalizations CVPR 2018 Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes CVPR 2018 Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning CVPR 2018 Super-Trajectory for Video Segmentation ICCV 2017 Joint Discriminative Bayesian Dictionary and Classifier Learning CVPR 2017 Hallucinating Very Low-Resolution Unaligned and Noisy Face Images by Transformative Discriminative Autoencoders CVPR 2017 Learning deep structured network for weakly supervised change detection IJCAI 2017 Learning an Invariant Hilbert Space for Domain Adaptation CVPR 2017 Simultaneous Stereo Video Deblurring and Scene Flow Estimation CVPR 2017 Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors CVPR 2017 Scene Categorization With Spectral Features ICCV 2017 Beyond Local Search: Tracking Objects Everywhere With Instance-Specific Proposals CVPR 2016 When VLAD Met Hilbert CVPR 2016 Linearization to Nonlinear Learning for Visual Tracking ICCV 2015 More About VLAD: A Leap From Euclidean to Riemannian Manifolds CVPR 2015 Saliency-Aware Geodesic Video Object Segmentation CVPR 2015 Class-Specific Image Deblurring ICCV 2015 Robust Orthonormal Subspace Learning: Efficient Recovery of Corrupted Low-rank Matrices CVPR 2014 Super-Resolving Noisy Images CVPR 2014 Bregman Divergences for Infinite Dimensional Covariance Matrices CVPR 2014