LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding

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LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding

International Conference on Learning Representations (ICLR), 2024

4 October 2024

Eunho Yang

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Papers citing "LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding"

18 / 18 papers shown

Title
Diversity Has Always Been There in Your Visual Autoregressive Models Tong Wang Guanyu Yang Nian Liu Kai Wang Yaxing Wang Abdelrahman M. Shaker Salman Khan Fahad Shahbaz Khan S. Li 108 0 0 21 Nov 2025
MC-SJD : Maximal Coupling Speculative Jacobi Decoding for Autoregressive Visual Generation Acceleration Junhyuk So Hyunho Kook Chaeyeon Jang Eunhyeok Park 84 0 0 28 Oct 2025
Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation Enshu Liu Qian Chen Xuefei Ning Shengen Yan Guohao Dai Zinan Lin Yu Wang DiffM VLM 126 1 0 23 Oct 2025
Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy Xiaoxiao Ma Feng Zhao Pengyang Ling Haibo Qiu Zhixiang Wei Hu Yu Jie Huang Zhixiong Zeng Lin Ma 102 2 0 10 Oct 2025
Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation Yao Teng Fuyun Wang Xian Liu Z. Chen Han Shi Yu Wang Zhenguo Li Weiyang Liu Difan Zou Xihui Liu DiffM 93 0 0 10 Oct 2025
Grouped Speculative Decoding for Autoregressive Image Generation Junhyuk So Juncheol Shin Hyunho Kook Eunhyeok Park DiffM 72 2 0 11 Aug 2025
Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance Songsheng Wang Rucheng Yu Zhihang Yuan Chao Yu Feng Gao Yu-Ping Wang Derek F. Wong 137 6 0 30 Jul 2025
Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Xuan Zhang Cunxiao Du Sicheng Yu Jiawei Wu Fengzhuo Zhang Wei Gao Qian Liu 177 0 0 25 May 2025
MARché: Fast Masked Autoregressive Image Generation with Cache-Aware Attention Chaoyi Jiang Sungwoo Kim Lei Gao Hossein Entezari Zarch Won Woo Ro Murali Annavaram 178 0 0 22 May 2025
SpecMemo: Speculative Decoding is in Your Pocket Selin Yildirim Deming Chen 146 0 0 16 May 2025
LazyMAR: Accelerating Masked Autoregressive Models via Feature Caching Feihong Yan Qingyan Wei Jiayi Tang Jiajun Li Yidan Wang Xuming Hu Huiqi Li Linfeng Zhang 196 6 0 16 Mar 2025
Speculative Decoding and Beyond: An In-Depth Survey of Techniques Y. Hu Zining Liu Zhenyuan Dong Tianfan Peng Bradley McDanel Shanghang Zhang 583 0 0 27 Feb 2025
LANTERN++: Enhancing Relaxed Speculative Decoding with Static Tree Drafting for Visual Auto-regressive Models Sihwan Park Doohyuk Jang Sungyub Kim Souvik Kundu Eunho Yang 294 4 0 10 Feb 2025
Collaborative Decoding Makes Visual Auto-Regressive Modeling EfficientComputer Vision and Pattern Recognition (CVPR), 2024 Zigeng Chen Xinyin Ma Gongfan Fang Xinchao Wang VLM 271 19 0 26 Nov 2024
Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective Shenghao Xie Wenqiang Zu Mingyang Zhao Duo Su Shilong Liu Ruohua Shi Guoqi Li Shanghang Zhang Lei Ma LRM 380 11 0 29 Oct 2024
Chameleon: Mixed-Modal Early-Fusion Foundation Models Chameleon Team MLLM 464 588 0 16 May 2024
EAGLE: Speculative Sampling Requires Rethinking Feature UncertaintyInternational Conference on Machine Learning (ICML), 2024 Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 462 291 0 26 Jan 2024
Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems Xupeng Miao Xupeng Miao Zhihao Zhang Xinhao Cheng Hongyi Jin Tianqi Chen Zhihao Jia 324 118 0 23 Dec 2023