2024 "memory efficiency" Papers

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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)

Paper Type

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

CHAI: Clustered Head Attention for Efficient LLM Inference

Saurabh Agarwal, Bilge Acun, Basil Hosmer et al.

ICML 2024poster

CoTracker: It is Better to Track Together

Nikita Karaev, Ignacio Rocco, Ben Graham et al.

ECCV 2024posterarXiv:2307.07635
450
citations

DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs

Donghyun Kim, Byeongho Heo, Dongyoon Han

ECCV 2024posterarXiv:2403.19588
40
citations

Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference

Piotr Nawrot, Adrian Łańcucki, Marcin Chochowski et al.

ICML 2024poster

Memory Efficient Neural Processes via Constant Memory Attention Block

Leo Feng, Frederick Tung, Hossein Hajimirsadeghi et al.

ICML 2024poster

REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates

Arshia Afzal, Grigorios Chrysos, Volkan Cevher et al.

ICML 2024oral