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Learning Implicit Feature Alignment Function for Semantic Segmentation

Hanzhe Hu , Yinbo Chen , Jiarui Xu , Shubhankar Borse , Hong Cai , Fatih Porikli , Xiaolong Wang

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IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes

Rui Zhu , Zhengqin Li , Janarbek Matai , Fatih Porikli , Manmohan Chandraker

* CVPR 22 camera ready version with supplementary 

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Simple and Efficient Architectures for Semantic Segmentation

Dushyant Mehta , Andrii Skliar , Haitam Ben Yahia , Shubhankar Borse , Fatih Porikli , Amirhossein Habibian , Tijmen Blankevoort

* To be presented at Efficient Deep Learning for Computer Vision Workshop at CVPR 2022 

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Imposing Consistency for Optical Flow Estimation

Jisoo Jeong , Jamie Menjay Lin , Fatih Porikli , Nojun Kwak

* CVPR 2022 

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Panoptic, Instance and Semantic Relations: A Relational Context Encoder to Enhance Panoptic Segmentation

Shubhankar Borse , Hyojin Park , Hong Cai , Debasmit Das , Risheek Garrepalli , Fatih Porikli

* Accepted to CVPR 2022 

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SALISA: Saliency-based Input Sampling for Efficient Video Object Detection

Babak Ehteshami Bejnordi , Amirhossein Habibian , Fatih Porikli , Amir Ghodrati

* 20 pages, 7 figures 

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Delta Distillation for Efficient Video Processing

Amirhossein Habibian , Haitam Ben Yahia , Davide Abati , Efstratios Gavves , Fatih Porikli

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Consistency and Diversity induced Human Motion Segmentation

Tao Zhou , Huazhu Fu , Chen Gong , Ling Shao , Fatih Porikli , Haibin Ling , Jianbing Shen

* This paper has been accepted by IEEE TPAMI 

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Distribution Estimation to Automate Transformation Policies for Self-Supervision

Seunghan Yang , Debasmit Das , Simyung Chang , Sungrack Yun , Fatih Porikli

* NeurIPS 2021 Workshop: Self-Supervised Learning - Theory and Practice 

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Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation

John Yang , Yash Bhalgat , Simyung Chang , Fatih Porikli , Nojun Kwak

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