Fadime Sener

Fadime Sener

I am a Research Scientist at Meta Reality Labs. Before this, I spent around seven months at the National University of Singapore (NUS) and four years at the University of Bonn as a research assistant. I received my PhD from the University of Bonn under the supervision of Prof. Angela Yao. Before that, I completed my Master’s degree in Computer Science at Bilkent University and my Bachelor’s degree in Computer Science at Hacettepe University.

My research focuses on computer vision and natural language processing. During my PhD, I worked on human activity understanding in videos through vision and language using minimal supervision. Recently, I have been working on online action recognition and leveraging multimodal large language models for video understanding

Email / Google Scholar / LinkedIn

06/24: Assembly101 was awarded the 2022/2023 Distinguished Paper Award at the EgoVis workshop.
10/22: Organized ATLAS: AcTion Localization And Segmentation in Video tutorial at ECCV 2022.
10/22: Organized Human Body, Hands, and Activities from Egocentric and Multi-view Cameras (HBHA) workshop at ECCV 2022.
03/22: Released Assembly101 at CVPR 2022.
07/21: Defended my PhD! 🎉 👩‍🎓
06/21: Outstanding reviewer at CVPR 2021
10/20: Started working at Meta Reality Labs as Research Scientist
06/20: Placed first in the action anticipation and second in the action recognition categories of the EPIC-KITCHENS Dataset - 2020 Challenge with Temporal aggregate representations for long term video understanding
01/20: Started working as Research Assistant at the National University of Singapore: NUS
07/16: Attended International Computer Vision Summer School (ICVSS) 2016
10/15: Started working as Research Assistant at the University of Bonn
06/13: Best poster award at INRIA CVML Summer School 2013 with On recognizing actions in still images via multiple features

	Long-Tail Temporal Action Segmentation with Group-wise Temporal Logit Adjustment Zhanzhong Pang, Fadime Sener, Shrinivas Ramasubramanian, Angela Yao ECCV, 2024* Paper \| Code
	On the Utility of 3D Hand Poses for Action Recognition Md Salman Shamil, Dibyadip Chatterjee, Fadime Sener, Shugao Ma, Angela Yao ECCV, 2024* Paper \| Code \| Project
	DiffH2O: Diffusion-Based Synthesis of Hand-Object Interactions from Textual Descriptions Sammy Christen, Shreyas Hampali, Fadime Sener, Edoardo Remelli, Tomas Hodan, Eric Sauser , Shugao Ma Bugra Tekin, SIGGRAPH Asia, 2024* Paper \| Project
	X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization Anna Kukleva, Fadime Sener, Edoardo Remelli, Bugra Tekin, Eric Sauser , Bernt Schiele, Shugao Ma CVPR, 2024* Paper \| Code
	Opening the Vocabulary of Egocentric Actions Dibyadip Chatterjee, Fadime Sener, Shugao Ma, Angela Yao NeurIPS, 2023* Paper \| Code \| Project
	Temporal Action Segmentation: An Analysis of Modern Techniques Guodong Ding, Fadime Sener, Angela Yao TPAMI, 2023* Paper \| Project
	Every Mistake Counts: Spatial and Temporal Beliefs for Mistake Detection in Assembly Tasks Guodong Ding, Fadime Sener, Shugao Ma, Angela Yao Arxiv, 2023* Paper
	AssemblyHands: Towards Egocentric Activity Understanding via 3D Hand Pose Estimation Takehiko Ohkawa, Kun He, Fadime Sener, Tomas Hodan, Luan Tran, Cem Keskin CVPR, 2023* Paper \| Code \| Project
	Transferring Knowledge from Text to Video: Zero-Shot Anticipation for Procedural Actions Fadime Sener, Rishabh Saraf, Angela Yao TPAMI, 2022* Paper
	Transformed ROIs for Capturing Visual Transformations in Videos Abhinav Rai, Fadime Sener, Angela Yao CVIU, 2022* Paper
	Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities Fadime Sener, Dibyadip Chatterjee, Daniel Shelepov, Kun He, Dipika Singhania, Robert Wang, Angela Yao CVPR, 2022* EgoVis 2022/2023 Distinguished Paper Winner Paper \| Code \| Project \| Video
	Technical report: Temporal aggregate representations Fadime Sener, Dibyadip Chatterjee, Angela Yao Arxiv, EPIC-KITCHENS-Challenges, 2021* Paper \| Code
	Temporal aggregate representations for long-range video understanding Fadime Sener, Dipika Singhania, Angela Yao ECCV, 2020* Paper \| Code
	Unsupervised Learning of Action Classes with Continuous Temporal Embedding Anna Kukleva, Hilde Kuehne, Fadime Sener, Jürgen Gall CVPR, 2019* Paper \| Code
	Learning Style Compatibility for Furniture Divyansh Aggarwal, Elchin Valiyev, Fadime Sener, Angela Yao GCPR, 2019* Paper
	Learning Style Compatibility for Furniture Fadime Sener, Angela Yao ICCV, 2019* Paper
	Unsupervised Learning and Segmentation of Complex Activities from Video Fadime Sener, Angela Yao CVPR, 2018. Spotlight* Paper
	DRAW: Deep networks for Recognizing styles of Artists Who illustrate children's books Samet Hicsonmez, Nermin Samet, Fadime Sener, Pinar Duygulu ACM ICMR, 2017* Paper
	Two-person interaction recognition via spatial multiple instance embedding Fadime Sener, Nazli Ikizler-Cinbis JVCIR, 2015* Paper
	Ensemble of multiple instance classifiers for image re-ranking Fadime Sener, Nazli Ikizler-Cinbis IMAVIS, 2014* Paper
	Identification of illustrators Fadime Sener, Nermin Samet, Pinar Duygulu ECCV'W, 2012* Paper
	On recognizing actions in still images via multiple features Fadime Sener, Nazli Ikizler-Cinbis ECCV'W, 2012* Paper

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