Grigorios G. Chrysos

63 papers A* 3A 1B 1Journal 51Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Certified Robustness Under Bounded Levenshtein Distance. CoRR Elías Abad-Rocamora, Grigorios G. Chrysos, Volkan Cevher
2025	J	`jnl`	Corrective Diffusion Language Models. CoRR Shuibai Zhang, Fred Zhangzhi Peng, Yiheng Zhang, Jin Pan, Grigorios G. Chrysos
2025	J	`jnl`	Hadamard Product in Deep Learning: Introduction, Advances and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. Grigorios G. Chrysos, Yongtao Wu, Razvan Pascanu, Philip H. S. Torr, Volkan Cevher
2025	J	`jnl`	Hadamard product in deep learning: Introduction, Advances and Challenges. CoRR Grigorios G. Chrysos, Yongtao Wu, Razvan Pascanu, Philip Torr, Volkan Cevher
2025	J	`jnl`	Mitigating Diffusion Model Hallucinations with Dynamic Guidance. CoRR Kostas Triaridis, Alexandros Graikos, Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2025	J	`jnl`	Reliable agent engineering should integrate machine-compatible organizational principles. CoRR R. Patrick Xian, Garry A. Gabison, Ahmed Alaa, Christoph Riedl, Grigorios G. Chrysos
2025	J	`jnl`	Single-pass Detection of Jailbreaking Input in Large Language Models. CoRR Leyla Naz Candogan, Yongtao Wu, Elías Abad-Rocamora, Grigorios G. Chrysos, Volkan Cevher
2025	J	`jnl`	Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders. CoRR James Oldfield, Shawn Im, Yixuan Li, Mihalis A. Nicolaou, Ioannis Patras, Grigorios G. Chrysos
2024	J	`jnl`	Efficient local linearity regularization to overcome catastrophic overfitting. CoRR Elías Abad-Rocamora, Fanghui Liu, Grigorios G. Chrysos, Pablo M. Olmos, Volkan Cevher
2024	J	`jnl`	Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition. CoRR Zheyang Xiong, Ziyang Cai, John Cooper, Albert Ge, Vasilis Papageorgiou, Zack Sifakis, Angeliki Giannou, Ziqian Lin, Liu Yang, Saurabh Agarwal, Grigorios G. Chrysos, Samet Oymak, Kangwook Lee, Dimitris Papailiopoulos
2024	J	`jnl`	Generalization of Scaled Deep ResNets in the Mean-Field Regime. CoRR Yihang Chen, Fanghui Liu, Yiping Lu, Grigorios G. Chrysos, Volkan Cevher
2024	J	`jnl`	Leveraging the Context through Multi-Round Interactions for Jailbreaking Attacks. CoRR Yixin Cheng, Markos Georgopoulos, Volkan Cevher, Grigorios G. Chrysos
2024	J	`jnl`	MI-NeRF: Learning a Single Face NeRF from Multiple Identities. CoRR Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2024	—	`conf`	MI-NeRF: Learning a Single NeRF for Multiple Identities. ECCV Workshops (12) Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2024	—	`conf`	MIGS: Multi-Identity Gaussian Splatting via Tensor Decomposition. ECCV (24) Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2024	J	`jnl`	MIGS: Multi-Identity Gaussian Splatting via Tensor Decomposition. CoRR Aggelina Chatziagapi, Grigorios G. Chrysos, Dimitris Samaras
2024	J	`jnl`	Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization. CoRR James Oldfield, Markos Georgopoulos, Grigorios G. Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Jiankang Deng, Ioannis Patras
2024	J	`jnl`	Multilinear Operator Networks. CoRR Yixin Cheng, Grigorios G. Chrysos, Markos Georgopoulos, Volkan Cevher
2024	J	`jnl`	PNeRV: A Polynomial Neural Representation for Videos. CoRR Sonam Gupta, Snehal Singh Tomar, Grigorios G. Chrysos, Sukhendu Das, A. N. Rajagopalan
2024	J	`jnl`	Revisiting character-level adversarial attacks. CoRR Elías Abad-Rocamora, Yongtao Wu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher
2024	J	`jnl`	Robust NAS under adversarial training: benchmark, theory, and beyond. CoRR Yongtao Wu, Fanghui Liu, Carl-Johann Simon-Gabriel, Grigorios G. Chrysos, Volkan Cevher
2023	J	`jnl`	Benign Overfitting in Deep Neural Networks under Lazy Training. CoRR Zhenyu Zhu, Fanghui Liu, Grigorios G. Chrysos, Francesco Locatello, Volkan Cevher
2023	J	`jnl`	Maximum Independent Set: Self-Training through Dynamic Programming. CoRR Lorenzo Brusca, Lars C. P. M. Quaedvlieg, Stratis Skoulakis, Grigorios G. Chrysos, Volkan Cevher
2023	J	`jnl`	On the Convergence of Encoder-only Shallow Transformers. CoRR Yongtao Wu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher
2023	A*	`conf`	Regularization of polynomial networks for image recognition. CVPR Grigorios G. Chrysos, Bohan Wang, Jiankang Deng, Volkan Cevher
2023	J	`jnl`	Regularization of polynomial networks for image recognition. CoRR Grigorios G. Chrysos, Bohan Wang, Jiankang Deng, Volkan Cevher
2023	J	`jnl`	Revisiting adversarial training for the worst-performing class. CoRR Thomas Pethick, Grigorios G. Chrysos, Volkan Cevher
2022	J	`jnl`	Adversarial Audio Synthesis with Complex-valued Polynomial Networks. CoRR Yongtao Wu, Grigorios G. Chrysos, Volkan Cevher
2022	—	`conf`	Augmenting Deep Classifiers with Polynomial Neural Networks. ECCV (25) Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Jean Kossaifi, Yannis Panagakis, Anima Anandkumar
2022	A*	`conf`	Cluster-guided Image Synthesis with Unconditional Models. CVPR Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis
2022	J	`jnl`	Controlling the Complexity and Lipschitz Constant improves polynomial nets. CoRR Zhenyu Zhu, Fabian Latorre, Grigorios G. Chrysos, Volkan Cevher
2022	J	`jnl`	Deep Polynomial Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
2022	J	`jnl`	Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study. CoRR Yongtao Wu, Zhenyu Zhu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher
2022	J	`jnl`	Generalization Properties of NAS under Activation and Skip Connection Search. CoRR Zhenyu Zhu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher
2022	J	`jnl`	Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization). CoRR Zhenyu Zhu, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher
2022	J	`jnl`	Sound and Complete Verification of Polynomial Networks. CoRR Elías Abad-Rocamora, Mehmet Fatih Sahin, Fanghui Liu, Grigorios G. Chrysos, Volkan Cevher
2021	J	`jnl`	Cluster-guided Image Synthesis with Unconditional Models. CoRR Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis
2021	J	`jnl`	CoPE: Conditional image generation using Polynomial Expansions. CoRR Grigorios G. Chrysos, Yannis Panagakis
2021	J	`jnl`	Polynomial Networks in Deep Classifiers. CoRR Grigorios G. Chrysos, Markos Georgopoulos, Jiankang Deng, Yannis Panagakis
2021	J	`jnl`	Self-Supervised Neural Architecture Search for Imbalanced Datasets. CoRR Aleksandr Timofeev, Grigorios G. Chrysos, Volkan Cevher
2021	J	`jnl`	Tensor Methods in Computer Vision and Deep Learning. CoRR Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou
2021	J	`jnl`	Tensor Methods in Computer Vision and Deep Learning. Proc. IEEE Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou
2021	B	`conf`	Unsupervised Controllable Generation with Self-Training. IJCNN Grigorios G. Chrysos, Jean Kossaifi, Zhiding Yu, Anima Anandkumar
2020	J	`jnl`	NAPS: Non-adversarial polynomial synthesis. Pattern Recognit. Lett. Grigorios G. Chrysos, Yannis Panagakis
2020	A*	`conf`	P-nets: Deep Polynomial Neural Networks. CVPR Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Yannis Panagakis, Jiankang Deng, Stefanos Zafeiriou
2020	J	`jnl`	Reconstructing the Noise Manifold for Image Denoising. CoRR Ioannis Marras, Grigorios G. Chrysos, Ioannis Alexiou, Gregory G. Slabaugh, Stefanos Zafeiriou
2020	—	`conf`	Reconstructing the Noise Variance Manifold for Image Denoising. ECCV (9) Ioannis Marras, Grigorios G. Chrysos, Ioannis Alexiou, Gregory G. Slabaugh, Stefanos Zafeiriou
2020	J	`jnl`	RoCGAN: Robust Conditional GAN. Int. J. Comput. Vis. Grigorios G. Chrysos, Jean Kossaifi, Stefanos Zafeiriou
2020	J	`jnl`	Unsupervised Controllable Generation with Self-Training. CoRR Grigorios G. Chrysos, Jean Kossaifi, Zhiding Yu, Anima Anandkumar
2020	J	`jnl`	Π-nets: Deep Polynomial Neural Networks. CoRR Grigorios G. Chrysos, Stylianos Moschoglou, Giorgos Bouritsas, Jiankang Deng, Yannis Panagakis, Stefanos Zafeiriou
2019	J	`jnl`	Motion Deblurring of Faces. Int. J. Comput. Vis. Grigorios G. Chrysos, Paolo Favaro, Stefanos Zafeiriou
2019	—	`conf`	Robust Conditional Generative Adversarial Networks. ICLR (Poster) Grigorios G. Chrysos, Jean Kossaifi, Stefanos Zafeiriou
2018	J	`jnl`	A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild". Int. J. Comput. Vis. Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape, Akshay Asthana, Stefanos Zafeiriou
2018	J	`jnl`	IPST: Incremental Pictorial Structures for Model-Free Tracking of Deformable Objects. IEEE Trans. Image Process. Grigorios G. Chrysos, Epameinondas Antonakos, Stefanos Zafeiriou
2018	J	`jnl`	Motion deblurring of faces. CoRR Grigorios G. Chrysos, Paolo Favaro, Stefanos Zafeiriou
2018	J	`jnl`	PD IEEE Trans. Pattern Anal. Mach. Intell. Grigorios G. Chrysos, Stefanos Zafeiriou
2018	J	`jnl`	Robust Conditional Generative Adversarial Networks. CoRR Grigorios G. Chrysos, Jean Kossaifi, Stefanos Zafeiriou
2018	J	`jnl`	Visual Data Augmentation through Learning. CoRR Grigorios G. Chrysos, Yannis Panagakis, Stefanos Zafeiriou
2017	—	`conf`	Deep Face Deblurring. CVPR Workshops Grigorios G. Chrysos, Stefanos Zafeiriou
2017	J	`jnl`	Deep Face Deblurring. CoRR Grigorios G. Chrysos, Stefanos Zafeiriou
2017	—	`conf`	The 3D Menpo Facial Landmark Tracking Challenge. ICCV Workshops Stefanos Zafeiriou, Grigorios G. Chrysos, Anastasios Roussos, Evangelos Ververas, Jiankang Deng, George Trigeorgis
2016	J	`jnl`	A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild". CoRR Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape, Akshay Asthana, Stefanos Zafeiriou
2015	A	`conf`	Surface Based Object Detection in RGBD Images. BMVC Siddhartha Chandra, Grigorios G. Chrysos, Iasonas Kokkinos