2024 "long sequence modeling" 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

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LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Yiran Ding, Li Lyna Zhang, Chengruidong Zhang et al.

ICML 2024posterarXiv:2402.13753

Motion Mamba: Efficient and Long Sequence Motion Generation

Zeyu Zhang, Akide Liu, Ian Reid et al.

ECCV 2024posterarXiv:2403.07487
108
citations

MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling

Jiaqi Xu, Bo Liu, Yunkuo Chen et al.

AAAI 2024paperarXiv:2303.05707
2
citations

SeTformer Is What You Need for Vision and Language

Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger et al.

AAAI 2024paperarXiv:2401.03540
7
citations

State-Free Inference of State-Space Models: The *Transfer Function* Approach

Rom N. Parnichkun, Stefano Massaroli, Alessandro Moro et al.

ICML 2024poster

Various Lengths, Constant Speed: Efficient Language Modeling with Lightning Attention

Zhen Qin, Weigao Sun, Dong Li et al.

ICML 2024posterarXiv:2405.17381

xT: Nested Tokenization for Larger Context in Large Images

Ritwik Gupta, Shufan Li, Tyler Zhu et al.

ICML 2024poster