James Akl

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All published works

Action	Title	Year	Authors
+ PDF Chat	Vision-Based Oxy-Fuel Torch Control for Robotic Metal Cutting	2023	James Akl Yash Patil Chinmay Todankar Berk Çallı
+	VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting	2023	Dina Bashkirova Samarth Mishra Diala Lteif Piotr Teterwak Donghyun Kim Fadi Alladkani James Akl Berk Çallı Sarah Adel Bargal Kate Saenko
+	Vision-based Oxy-fuel Torch Control for Robotic Metal Cutting	2023	James Akl Yash Patil Chinmay Todankar Berk Çallı
+ PDF Chat	ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes	2022	Dina Bashkirova Mohamed S. Abdelfattah Ziliang Zhu James Akl Fadi Alladkani Ping Hu Vitaly Ablavsky Berk Çallı Sarah Adel Bargal Kate Saenko
+	ZeroWaste Dataset: Towards Deformable Object Segmentation in Extreme Clutter.	2021	Dina Bashkirova Mohamed S. Abdelfattah Ziliang Zhu James Akl Fadi Alladkani Ping Hu Vitaly Ablavsky Berk Çallı Sarah Adel Bargal Kate Saenko
+	ZeroWaste Dataset: Towards Automated Waste Recycling	2021	Dina Bashkirova Ziliang Zhu James Akl Fadi Alladkani Ping Hu Vitaly Ablavsky Berk Çallı Sarah Adel Bargal Kate Saenko
+ PDF Chat	ECNNs: Ensemble Learning Methods for Improving Planar Grasp Quality Estimation	2021	Fadi Alladkani James Akl Berk Çallı
+	ECNNs: Ensemble Learning Methods for Improving Planar Grasp Quality Estimation	2021	Fadi Alladkani James Akl Berk Çallı
+	ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes	2021	Dina Bashkirova Mohamed S. Abdelfattah Ziliang Zhu James Akl Fadi Alladkani Ping Hu Vitaly Ablavsky Berk Çallı Sarah Adel Bargal Kate Saenko
+	ECNNs: Ensemble Learning Methods for Improving Planar Grasp Quality Estimation	2021	Fadi Alladkani James Akl Berk Çallı

Common Coauthors

Coauthor	Papers Together
Berk Çallı	10
Fadi Alladkani	8
Sarah Adel Bargal	5
Kate Saenko	5
Dina Bashkirova	5
Vitaly Ablavsky	4
Ziliang Zhu	3
Ping Hu	3
Yash Patil	2
Chinmay Todankar	2
Mohamed S. Abdelfattah	2
Ping Hu	1
Donghyun Kim	1
Ziliang Zhu	1
Minseok Seo	1
Mohamed S. Abdelfattah	1
Samarth Mishra	1
Dong‐Geol Choi	1
Binhui Xie	1
Shahaf Ettedgui	1
Shady Abu-Hussein	1
Piotr Teterwak	1
YoungJin Jeon	1
Daehan Kim	1
Diala Lteif	1
Raja Giryes	1
Shuang Li	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation	2020	Bowen Cheng Maxwell D. Collins Yukun Zhu Ting Liu Thomas S. Huang Hartwig Adam Liang-Chieh Chen	3
+	Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation	2020	Liang-Chieh Chen Raphael Gontijo Lopes Bowen Cheng Maxwell D. Collins Ekin D. Cubuk Barret Zoph Hartwig Adam Jonathon Shlens	3
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	3
+	TACO: Trash Annotations in Context for Litter Detection	2020	Pedro F. Proença Pedro Simões	3
+ PDF Chat	Semi-Supervised Semantic Segmentation With High- and Low-Level Consistency	2019	Sudhanshu Mittal Maxim Tatarchenko Thomas Brox	3
+ PDF Chat	Scale-Recurrent Network for Deep Image Deblurring	2018	Xin Tao Hongyun Gao Xiaoyong Shen Jue Wang Jiaya Jia	3
+	Bootstrapping Semantic Segmentation with Regional Contrast	2021	Shikun Liu Shuaifeng Zhi Edward Johns Andrew J. Davison	3
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	3
+	Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning	2016	Hoo-Chang Shin Holger R. Roth Mingchen Gao Le Lü Ziyue Xu Isabella Nogues Jianhua Yao Daniel J. Mollura Ronald M. Summers	3
+ PDF Chat	End-to-End Semi-Supervised Object Detection with Soft Teacher	2021	Mengde Xu Zheng Zhang Han Hu Jianfeng Wang Lijuan Wang Fangyun Wei Xiang Bai Zicheng Liu	3
+	Notes on image annotation	2012	Adela Barriuso Antonio Torralba	3
+ PDF Chat	Constrained Convolutional Neural Networks for Weakly Supervised Segmentation	2015	Deepak Pathak Philipp Krähenbühl Trevor Darrell	3
+ PDF Chat	BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning	2020	Fisher Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell	3
+ PDF Chat	Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation	2014	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik	3
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	3
+ PDF Chat	COCO-Stuff: Thing and Stuff Classes in Context	2018	Holger Caesar Jasper Uijlings Vittorio Ferrari	3
+ PDF Chat	Real-Time, Highly Accurate Robotic Grasp Detection using Fully Convolutional Neural Network with Rotation Ensemble Module	2020	Dongwon Park Yonghyeok Seo Se Young Chun	2
+ PDF Chat	Real-time grasp detection using convolutional neural networks	2015	Joseph Redmon Anelia Angelova	2
+ PDF Chat	Deep learning for detecting robotic grasps	2015	Ian Lenz Honglak Lee Ashutosh Saxena	2
+ PDF Chat	Learning Deep Features for Discriminative Localization	2016	Bolei Zhou Aditya Khosla Àgata Lapedriza Aude Oliva Antonio Torralba	2
+	Ensemble of Deep Convolutional Neural Networks for Learning to Detect Retinal Vessels in Fundus Images.	2016	Debapriya Maji Anirban Santara Pabitra Mitra Debdoot Sheet	2
+	What makes ImageNet good for transfer learning	2016	Minyoung Huh Pulkit Agrawal Alexei A. Efros	2
+	Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach	2018	Douglas Morrison Peter Corke Jürgen Leitner	2
+	ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes	2017	Angela Dai Anne Lynn S. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner	2
+	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	2
+	Dex-Net 2.0: Deep Learning to Plan Robust Grasps with Synthetic Point Clouds and Analytic Grasp Metrics	2017	Jeffrey Mahler Jacky Liang Sherdil Niyaz Michael Laskey Richard Doan Xinyu Liu Juan Aparicio Ojea Ken Goldberg	2
+	SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation	2017	Vijay Badrinarayanan A. C. Kendall Roberto Cipolla	2
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	2
+	Structured Consistency Loss for semi-supervised semantic segmentation	2020	JongMok Kim Joo Young Jang Hyunwoo Park	2
+	Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation	2020	Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen	2
+ PDF Chat	Semi-Supervised Semantic Segmentation With Cross-Consistency Training	2020	Yassine Ouali Céline Hudelot Myriam Tami	2
+ PDF Chat	Benchmarking in Manipulation Research: Using the Yale-CMU-Berkeley Object and Model Set	2015	Berk Çallı Aaron Walsman Arjun Singh Siddhartha S Srinivasa Pieter Abbeel Aaron M. Dollar	2
+ PDF Chat	Data-Driven Grasp Synthesis—A Survey	2014	Jeannette Bohg Antonio Morales Tamim Asfour Danica Kragić	2
+ PDF Chat	Antipodal Robotic Grasping using Generative Residual Convolutional Neural Network	2020	Sulabh Kumra Shirin Joshi Ferat Sahin	2
+ PDF Chat	Image Segmentation Using Deep Learning: A Survey	2021	Shervin Minaee Yuri Boykov Fatih Porikli Antonio Plaza Nasser Kehtarnavaz Demetri Terzopoulos	2
+ PDF Chat	Swin Transformer: Hierarchical Vision Transformer using Shifted Windows	2021	Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin Baining Guo	2
+ PDF Chat	Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation	2021	Seungho Lee Minhyun Lee Jongwuk Lee Hyunjung Shim	2
+	Path Aggregation Network for Instance Segmentation	2018	Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia	1
+	RISE: Randomized Input Sampling for Explanation of Black-box Models	2018	Vitali Petsiuk Abir Das Kate Saenko	1
+	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	1
+	Semi-Supervised Semantic Segmentation with Cross-Consistency Training	2020	Yassine Ouali Céline Hudelot Myriam Tami	1
+	Incorporating Near-Infrared Information into Semantic Image Segmentation.	2014	Neda Salamati Diane Larlus Gabriela Csurka Sabine Süsstrunk	1
+	Dex-Net 2.0: Deep Learning to Plan Robust Grasps with Synthetic Point Clouds and Analytic Grasp Metrics	2017	Jeffrey Mahler Jacky Liang Sherdil Niyaz Michael Laskey Richard Doan Xinyu Liu Juan Pablo Aparicio Ken Goldberg	1
+ PDF Chat	ScanNet: Richly-Annotated 3D Reconstructions of Indoor Scenes	2017	Angela Dai Anne Lynn S. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner	1
+ PDF Chat	Weakly-Supervised Semantic Segmentation via Sub-Category Exploration	2020	Yu-Ting Chang Qiaosong Wang Wei-Chih Hung Robinson Piramuthu Yi–Hsuan Tsai Ming–Hsuan Yang	1
+ PDF Chat	PolarMask: Single Shot Instance Segmentation With Polar Representation	2020	Enze Xie Peize Sun Xiaoge Song Wenhai Wang Xuebo Liu Ding Liang Chunhua Shen Ping Luo	1
+ PDF Chat	Self-Supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation	2020	Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen	1
+ PDF Chat	CenterMask: Real-Time Anchor-Free Instance Segmentation	2020	Youngwan Lee Jongyoul Park	1
+	R-FCN: Object Detection via Region-based Fully Convolutional Networks	2016	Jifeng Dai Li Yi Kaiming He Jian Sun	1
+ PDF Chat	Puzzle-CAM: Improved Localization Via Matching Partial And Full Features	2021	Sanghyun Jo In-Jae Yu	1