← Authors

Fatih Porikli

79 papers · 2014–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (109) 🏠 Conference Loyalist (35) 🀝 Dynamic Duo (21) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (314) πŸ“ˆ Trend Setter πŸ’Ž Century Club (79) πŸ”₯ Unstoppable (12) ⚑ Prolific Year (5) πŸš€ Conference Pioneer

Conferences

CVPR (35) ICCV (13) ECCV (9) ICLR (7) WACV (7) NIPS (6) ICML (1) IJCAI (1)

Top co-authors

Hong Cai (21) Shubhankar Borse (15) Munawar Hayat (10) Risheek Garrepalli (10) Debasmit Das (9) Jianbing Shen (7) Shizhong Han (6) Yizhe Zhang (5) Jisoo Jeong (5) Farzad Farhadzadeh (4)

Keywords

semantic segmentation (7) convolutional neural network (6) semi-supervised learning (5) knowledge distillation (5) model compression (5) image restoration (5) diffusion model (4) domain adaptation (4) self-supervised learning (4) generative model (3) low-rank adaptation (3) neural network optimization (3) hilbert space (3) depth estimation (3) attention mechanism (3) transfer learning (3) object tracking (3) point cloud (3) optical flow estimation (3) temporal consistency (3)

Papers

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