Yonatan Dukler

19 papers A* 8Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FarSkip-Collective: Unhobbling Blocking Communication in Mixture of Experts Models. CoRR Yonatan Dukler, Guihong Li, Deval Shah, Vikram Appia, Emad Barsoum
2024	A*	`conf`	B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory. NeurIPS Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto
2024	J	`jnl`	B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory. CoRR Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto
2024	J	`jnl`	NAVERO: Unlocking Fine-Grained Semantics for Video-Language Compositionality. CoRR Chaofan Tao, Gukyeong Kwon, Varad Gunjal, Hao Yang, Zhaowei Cai, Yonatan Dukler, Ashwin Swaminathan, R. Manmatha, Colin J. Taylor, Stefano Soatto
2024	—	`conf`	Snakes and Ladders: Accelerating SSM Inference with Speculative Decoding. ENLSP Yangchao Wu, Yonatan Dukler, Matthew Trager, Alessandro Achille, Wei Xia, Stefano Soatto
2024	A*	`conf`	THRONE: An Object-Based Hallucination Benchmark for the Free-Form Generations of Large Vision-Language Models. CVPR Prannay Kaul, Zhizhong Li, Hao Yang, Yonatan Dukler, Ashwin Swaminathan, C. J. Taylor, Stefano Soatto
2024	J	`jnl`	THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models. CoRR Prannay Kaul, Zhizhong Li, Hao Yang, Yonatan Dukler, Ashwin Swaminathan, C. J. Taylor, Stefano Soatto
2023	J	`jnl`	Introspective Cross-Attention Probing for Lightweight Transfer of Pre-trained Models. CoRR Yonatan Dukler, Alessandro Achille, Hao Yang, Varsha Vivek, Luca Zancato, Benjamin Bowman, Avinash Ravichandran, Charless C. Fowlkes, Ashwin Swaminathan, Stefano Soatto
2023	A*	`conf`	Learning Expressive Prompting With Residuals for Vision Transformers. CVPR Rajshekhar Das, Yonatan Dukler, Avinash Ravichandran, Ashwin Swaminathan
2023	J	`jnl`	Learning Expressive Prompting With Residuals for Vision Transformers. CoRR Rajshekhar Das, Yonatan Dukler, Avinash Ravichandran, Ashwin Swaminathan
2023	A*	`conf`	SAFE: Machine Unlearning With Shard Graphs. ICCV Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan, Stefano Soatto
2023	J	`jnl`	SAFE: Machine Unlearning With Shard Graphs. CoRR Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan, Stefano Soatto
2023	A*	`conf`	Your representations are in the network: composable and parallel adaptation for large scale models. NeurIPS Yonatan Dukler, Alessandro Achille, Hao Yang, Varsha Vivek, Luca Zancato, Benjamin Bowman, Avinash Ravichandran, Charless C. Fowlkes, Ashwin Swaminathan, Stefano Soatto
2022	A*	`conf`	DIVA: Dataset Derivative of a Learning Task. ICLR Yonatan Dukler, Alessandro Achille, Giovanni Paolini, Avinash Ravichandran, Marzia Polito, Stefano Soatto
2021	J	`jnl`	DIVA: Dataset Derivative of a Learning Task. CoRR Yonatan Dukler, Alessandro Achille, Giovanni Paolini, Avinash Ravichandran, Marzia Polito, Stefano Soatto
2020	A*	`conf`	Optimization Theory for ReLU Neural Networks Trained with Normalization Layers. ICML Yonatan Dukler, Quanquan Gu, Guido Montúfar
2020	J	`jnl`	Optimization Theory for ReLU Neural Networks Trained with Normalization Layers. CoRR Yonatan Dukler, Quanquan Gu, Guido Montúfar
2019	J	`jnl`	Wasserstein Diffusion Tikhonov Regularization. CoRR Alex Tong Lin, Yonatan Dukler, Wuchen Li, Guido Montúfar
2019	A*	`conf`	Wasserstein of Wasserstein Loss for Learning Generative Models. ICML Yonatan Dukler, Wuchen Li, Alex Tong Lin, Guido Montúfar