Necati Cihan Camgöz

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 73

Top Topics

Causal Discovery

Gesture Recognition

Facial Landmark Localization

Top Venues

Publications

Ryan Wong, Necati Cihan Camgöz, Richard Bowden
Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation. ICLR (2024)
Phillip Rust, Bowen Shi, Skyler Wang, Necati Cihan Camgöz, Jean Maillard
Towards Privacy-Aware Sign Language Translation at Scale. ACL (1) (2024)
Kenrick Kin, Chengde Wan, Ken Koh, Andrei Marin, Necati Cihan Camgöz, Yubo Zhang, Yujun Cai, Fedor Kovalev, Moshe Ben-Zacharia, Shannon Hoople, Marcos Nunes-Ueno, Mariel Sanchez-Rodriguez, Ayush Bhargava, Robert Wang, Eric Sauser, Shugao Ma
STMG: A Machine Learning Microgesture Recognition System for Supporting Thumb-Based VR/AR Input. CHI (2024)
Ozge Mercanoglu Sincan, Necati Cihan Camgöz, Richard Bowden
Using an LLM to Turn Sign Spottings into Spoken Language Sentences. CoRR (2024)
Phillip Rust, Bowen Shi, Skyler Wang, Necati Cihan Camgöz, Jean Maillard
Towards Privacy-Aware Sign Language Translation at Scale. CoRR (2024)
Ryan Wong, Necati Cihan Camgöz, Richard Bowden
Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation. CoRR (2024)
Matthew James Vowels, Sina Akbari, Necati Cihan Camgöz, Richard Bowden
A Free Lunch with Influence Functions? An Empirical Evaluation of Influence Functions for Average Treatment Effect Estimation. Trans. Mach. Learn. Res. 2023 (2023)
Ryan Wong, Necati Cihan Camgöz, Richard Bowden
Learnt Contrastive Concept Embeddings for Sign Recognition. CoRR (2023)
Ozge Mercanoglu Sincan, Necati Cihan Camgöz, Richard Bowden
Is context all you need? Scaling Neural Sign Language Translation to Large Domains of Discourse. CoRR (2023)
Ryan Wong, Necati Cihan Camgöz, Richard Bowden
Learnt Contrastive Concept Embeddings for Sign Recognition. ICCV (Workshops) (2023)
Mathias Müller, Sarah Ebling, Eleftherios Avramidis, Alessia Battisti, Michèle Berger, Richard Bowden, Annelies Braffort, Necati Cihan Camgöz, Cristina España-Bonet, Roman Grundkiewicz, Zifan Jiang, Oscar Koller, Amit Moryossef, Regula Perrollaz, Sabine Reinhard, Annette Rios Gonzales, Dimitar Shterionov, Sandra Sidler-Miserez, Katja Tissi, Davy Van Landuyt
First WMT Shared Task on Sign Language Translation (WMT-SLT22). EAMT (2023)
Ozge Mercanoglu Sincan, Necati Cihan Camgöz, Richard Bowden
Is context all you need? Scaling Neural Sign Language Translation to Large Domains of Discourse. ICCV (Workshops) (2023)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
D'ya Like DAGs? A Survey on Structure Learning and Causal Discovery. ACM Comput. Surv. 55 (4) (2023)
Shubhra Aich, Jesús Ruiz-Santaquiteria, Zhenyu Lu, Prachi Garg, K. J. Joseph, Alvaro Fernandez Garcia, Vineeth N. Balasubramanian, Kenrick Kin, Chengde Wan, Necati Cihan Camgöz, Shugao Ma, Fernando De la Torre
Data-Free Class-Incremental Hand Gesture Recognition. ICCV (2023)
Mathias Müller, Malihe Alikhani, Eleftherios Avramidis, Richard Bowden, Annelies Braffort, Necati Cihan Camgöz, Sarah Ebling, Cristina España-Bonet, Anne Göhring, Roman Grundkiewicz, Mert Inan, Zifan Jiang, Oscar Koller, Amit Moryossef, Annette Rios, Dimitar Shterionov, Sandra Sidler-Miserez, Katja Tissi, Davy Van Landuyt
Findings of the Second WMT Shared Task on Sign Language Translation (WMT-SLT23). WMT (2023)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production. CVPR (2022)
Mathias Müller, Sarah Ebling, Eleftherios Avramidis, Alessia Battisti, Michèle Berger, Richard Bowden, Annelies Braffort, Necati Cihan Camgöz, Cristina España-Bonet, Roman Grundkiewicz, Zifan Jiang, Oscar Koller, Amit Moryossef, Regula Perrollaz, Sabine Reinhard, Annette Rios, Dimitar Shterionov, Sandra Sidler-Miserez, Katja Tissi
Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22). WMT (2022)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production. CoRR (2022)
Ryan Wong, Necati Cihan Camgöz, Richard Bowden
Hierarchical I3D for Sign Spotting. ECCV Workshops (8) (2022)
Matthew J. Vowels, Sina Akbari, Jalal Etesami, Necati Cihan Camgöz, Richard Bowden
A Free Lunch with Influence Functions? Improving Neural Network Estimates with Concepts from Semiparametric Statistics. CoRR (2022)
Ryan Wong, Necati Cihan Camgöz, Richard Bowden
Hierarchical I3D for Sign Spotting. CoRR (2022)
Amit Moryossef, Ioannis Tsochantaridis, Joe Dinn, Necati Cihan Camgöz, Richard Bowden, Tao Jiang, Annette Rios, Mathias Müller, Sarah Ebling
Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition. CVPR Workshops (2021)
Amit Moryossef, Ioannis Tsochantaridis, Joe Dinn, Necati Cihan Camgöz, Richard Bowden, Tao Jiang, Annette Rios, Mathias Müller, Sarah Ebling
Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition. CoRR (2021)
Tao Jiang, Necati Cihan Camgöz, Richard Bowden
Skeletor: Skeletal Transformers for Robust Body-Pose Estimation. CVPR Workshops (2021)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks. CoRR (2021)
Necati Cihan Camgöz, Ben Saunders, Guillaume Rochette, Marco Giovanelli, Giacomo Inches, Robin Nachtrab-Ribback, Richard Bowden
Content4All Open Research Sign Language Translation Datasets. FG (2021)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
Shadow-Mapping for Unsupervised Neural Causal Discovery. CVPR Workshops (2021)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives. CoRR (2021)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
VDSM: Unsupervised Video Disentanglement with State-Space Modeling and Deep Mixtures of Experts. CoRR (2021)
Samuel Albanie, Gül Varol, Liliane Momeni, Triantafyllos Afouras, Andrew Brown, Chuhan Zhang, Ernesto Coto, Necati Cihan Camgöz, Ben Saunders, Abhishek Dutta, Neil Fox, Richard Bowden, Bencie Woll, Andrew Zisserman
SeeHear: Signer Diarisation and a New Dataset. ICASSP (2021)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
AnonySIGN: Novel Human Appearance Synthesis for Sign Language Video Anonymisation. CoRR (2021)
Tao Jiang, Necati Cihan Camgöz, Richard Bowden
Looking for the Signs: Identifying Isolated Sign Instances in Continuous Video Footage. FG (2021)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Anonysign: Novel Human Appearance Synthesis for Sign Language Video Anonymisation. FG (2021)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
VDSM: Unsupervised Video Disentanglement With State-Space Modeling and Deep Mixtures of Experts. CVPR (2021)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
D'ya like DAGs? A Survey on Structure Learning and Causal Discovery. CoRR (2021)
Tao Jiang, Necati Cihan Camgöz, Richard Bowden
Looking for the Signs: Identifying Isolated Sign Instances in Continuous Video Footage. CoRR (2021)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks. Int. J. Comput. Vis. 129 (7) (2021)
Necati Cihan Camgöz, Ben Saunders, Guillaume Rochette, Marco Giovanelli, Giacomo Inches, Robin Nachtrab-Ribback, Richard Bowden
Content4All Open Research Sign Language Translation Datasets. CoRR (2021)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production. CoRR (2021)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Mixed SIGNals: Sign Language Production via a Mixture of Motion Primitives. ICCV (2021)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
Shadow-Mapping for Unsupervised Neural Causal Discovery. CoRR (2021)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
Targeted VAE: Variational and Targeted Learning for Causal Inference. SMDS (2021)
Tao Jiang, Necati Cihan Camgöz, Richard Bowden
Skeletor: Skeletal Transformers for Robust Body-Pose Estimation. CoRR (2021)
Ben Saunders, Richard Bowden, Necati Cihan Camgöz
Adversarial Training for Multi-Channel Sign Language Production. BMVC (2020)
Necati Cihan Camgöz, Gül Varol, Samuel Albanie, Neil Fox, Richard Bowden, Andrew Zisserman, Kearsy Cormier
SLRTP 2020: The Sign Language Recognition, Translation & Production Workshop. ECCV Workshops (2) (2020)
Necati Cihan Camgöz, Oscar Koller, Simon Hadfield, Richard Bowden
Multi-channel Transformers for Multi-articulatory Sign Language Translation. CoRR (2020)
Necati Cihan Camgöz, Oscar Koller, Simon Hadfield, Richard Bowden
Sign Language Transformers: Joint End-to-End Sign Language Recognition and Translation. CVPR (2020)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
NestedVAE: Isolating Common Factors via Weak Supervision. CVPR (2020)
Necati Cihan Camgöz, Oscar Koller, Simon Hadfield, Richard Bowden
Multi-channel Transformers for Multi-articulatory Sign Language Translation. ECCV Workshops (4) (2020)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Adversarial Training for Multi-Channel Sign Language Production. CoRR (2020)
Oscar Koller, Necati Cihan Camgöz, Hermann Ney, Richard Bowden
Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos. IEEE Trans. Pattern Anal. Mach. Intell. 42 (9) (2020)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
Gated Variational AutoEncoders: Incorporating Weak Supervision to Encourage Disentanglement. FG (2020)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Everybody Sign Now: Translating Spoken Language to Photo Realistic Sign Language Video. CoRR (2020)
Matthew James Vowels, Necati Cihan Camgöz, Richard Bowden
Targeted VAE: Structured Inference and Targeted Learning for Causal Parameter Estimation. CoRR (2020)
Sandrine Tornay, Necati Cihan Camgöz, Richard Bowden, Mathew Magimai-Doss
A Phonology-based Approach for Isolated Sign Production Assessment in Sign Language. ICMI Companion (2020)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Progressive Transformers for End-to-End Sign Language Production. ECCV (11) (2020)
Necati Cihan Camgöz, Oscar Koller, Simon Hadfield, Richard Bowden
Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation. CoRR (2020)
Ogulcan Özdemir, Ahmet Alp Kindiroglu, Necati Cihan Camgöz, Lale Akarun
BosphorusSign22k Sign Language Recognition Dataset. CoRR (2020)
Stephanie Stoll, Necati Cihan Camgöz, Simon Hadfield, Richard Bowden
Text2Sign: Towards Sign Language Production Using Neural Machine Translation and Generative Adversarial Networks. Int. J. Comput. Vis. 128 (4) (2020)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
NestedVAE: Isolating Common Factors via Weak Supervision. CoRR (2020)
Ben Saunders, Necati Cihan Camgöz, Richard Bowden
Progressive Transformers for End-to-End Sign Language Production. CoRR (2020)
Sandrine Tornay, Marzieh Razavi, Necati Cihan Camgöz, Richard Bowden, Mathew Magimai-Doss
HMM-based Approaches to Model Multichannel Information in Sign Language Inspired from Articulatory Features-based Speech Processing. ICASSP (2019)
Terry Windeatt, Cemre Zor, Necati Cihan Camgöz
Approximation of Ensemble Boundary Using Spectral Coefficients. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Matthew J. Vowels, Necati Cihan Camgöz, Richard Bowden
Gated Variational AutoEncoders: Incorporating Weak Supervision to Encourage Disentanglement. CoRR (2019)
Necati Cihan Camgöz, Simon Hadfield, Oscar Koller, Hermann Ney, Richard Bowden
Neural Sign Language Translation. CVPR (2018)
Stephanie Stoll, Necati Cihan Camgöz, Simon Hadfield, Richard Bowden
Sign Language Production using Neural Machine Translation and Generative Adversarial Networks. BMVC (2018)
Sarah Ebling, Necati Cihan Camgöz, Penny Boyes Braem, Katja Tissi, Sandra Sidler-Miserez, Stephanie Stoll, Simon Hadfield, Tobias Haug, Richard Bowden, Sandrine Tornay, Marzieh Razavi, Mathew Magimai-Doss
SMILE Swiss German Sign Language Dataset. LREC (2018)
Necati Cihan Camgöz, Simon Hadfield, Oscar Koller, Richard Bowden
SubUNets: End-to-End Hand Shape and Continuous Sign Language Recognition. ICCV (2017)
Necati Cihan Camgöz, Simon Hadfield, Richard Bowden
Particle Filter Based Probabilistic Forced Alignment for Continuous Gesture Recognition. ICCV Workshops (2017)
Necati Cihan Camgöz, Ahmet Alp Kindiroglu, Serpil Karabüklü, Meltem Kelepir, A. Sumru Özsoy, Lale Akarun
BosphorusSign: A Turkish Sign Language Recognition Corpus in Health and Finance Domains. LREC (2016)
Necati Cihan Camgöz, Simon Hadfield, Oscar Koller, Richard Bowden
Using Convolutional 3D Neural Networks for User-independent continuous gesture recognition. ICPR (2016)
Ogulcan Özdemir, Necati Cihan Camgöz, Lale Akarun
Isolated sign language recognition using Improved Dense Trajectories. SIU (2016)
Necati Cihan Camgöz, Ahmet Alp Kindiroglu, Lale Akarun
Sign Language Recognition for Assisting the Deaf in Hospitals. HBU (2016)
Necati Cihan Camgöz, Vitomir Struc, Berk Gökberk, Lale Akarun, Ahmet Alp Kindiroglu
Facial Landmark Localization in Depth Images Using Supervised Ridge Descent. ICCV Workshops (2015)
Necati Cihan Camgöz, Berk Gökberk, Lale Akarun
Facial landmark localization in depth images using Supervised Descent Method. SIU (2015)
Necati Cihan Camgöz, Ahmet Alp Kindiroglu, Lale Akarun
Gesture Recognition Using Template Based Random Forest Classifiers. ECCV Workshops (1) (2014)