ICLR Poster "inference acceleration" Papers

9 papers found

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Beyond Autoregression: Fast LLMs via Self-Distillation Through Time

Justin Deschenaux, Caglar Gulcehre

ICLR 2025posterarXiv:2410.21035
25
citations

Block Verification Accelerates Speculative Decoding

Ziteng Sun, Uri Mendlovic, Yaniv Leviathan et al.

ICLR 2025posterarXiv:2403.10444
18
citations

Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference

Nadav Timor, Jonathan Mamou, Daniel Korat et al.

ICLR 2025posterarXiv:2405.14105
7
citations

Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond

Costin-Andrei Oncescu, Sanket Jayant Purandare, Stratos Idreos et al.

ICLR 2025posterarXiv:2410.12982
2
citations

ParaSolver: A Hierarchical Parallel Integral Solver for Diffusion Models

Jianrong Lu, Zhiyu Zhu, Junhui Hou

ICLR 2025poster
4
citations

Presto! Distilling Steps and Layers for Accelerating Music Generation

Zachary Novack, Ge Zhu, Jonah Casebeer et al.

ICLR 2025posterarXiv:2410.05167
14
citations

Reward Guided Latent Consistency Distillation

William Wang, Jiachen Li, Weixi Feng et al.

ICLR 2025posterarXiv:2403.11027
24
citations

Simple ReFlow: Improved Techniques for Fast Flow Models

Beomsu Kim, Yu-Guan Hsieh, Michal Klein et al.

ICLR 2025posterarXiv:2410.07815
28
citations

SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models

Muyang Li, Yujun Lin, Zhekai Zhang et al.

ICLR 2025posterarXiv:2411.05007
90
citations